Person

FH-Prof. PD DI Dr. Michael Affenzeller

Education

Johannes Kepler University of Linz, Applied Systems Science, habilitation (Priv.-Doz.)
Nov 2001 - Jul 2004
Johannes Kepler University of Linz, Technical Sciences, Dr.techn.
Oct 1999 - Nov 2001
Johannes Kepler UniveUniversity of Linz, Industrial Mathematics (area of concentration: mathematical computer science), Dipl.-Ing.
Oct 1991 - Oct 1997

Professional career & activities

Fakultät für Informatik, Kommunikation und Medien, FH Oberösterreich, Vice-Dean for R&D
Oct 2014 - dato
School of Informatics, Communication and Media, University of Applied Sciences Uper Austria, Head of Studies, Master Degree Program Software Engineering
Oct 2014 - dato
Upper Austrian University of Applied Sciences, Department of Software Engineering, Heuristic and Evolutionary Algorithms Lab (HEAL), University lecturer, Teaching and research
Nov 2005 - dato
Institute of Systems Science, Johannes Kepler University of Linz, University assistant / Assistant professor, Research and teaching
Dec 1999 - Oct 2005
Voest Alpine Industrieanlagenbau, Abteilung für Automation, Linz, Designing engineer , Design of thermal and metallurgical models
Sep 1998 - Nov 1999
side jobs during the studiing time, programmer and tutor, avocational workings as SPS-programmer, tutor at the University of Linz and at adult evening classes
Jul 1991 - Sep 1997
2019
A. Beham, S. Raggl, S. Wagner, M. Affenzeller - Uncertainty in Real-World Steel Stacking Problems - GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Prague, Czech Republic, 2019, pp. 1438-1440 more
2019
G. K. Kronberger, L. Kammerer, B. Burlacu, S. M. Winkler, M. Kommenda, M. Affenzeller - Cluster Analysis of a Symbolic Regression Search Space in Genetic Programming in Theory and Practice XVI (Contributions to Book: Part/Chapter/Section 5), (Editors: W. Banzhaf, L. Spector, L. Sheneman) - Springer… more
2018
J. Zenisek, J. Wolfartsberger, C. Sievi, M. Affenzeller - Streaming Synthetic Time Series for Simulated Condition Monitoring - IFAC Symposium on Information Control Problems in Manufacturing, Bergamo, Italy, 2018, pp. 643-648 more
2018
S. Raggl, A. Beham, F. Tricoire, M. Affenzeller - Solving a Real World Steel Stacking Problem - International Journal of Service and Computing Oriented Manufacturing, Vol. 3, No. 2, 2018, pp. 14 more
2018
P. Fleck, M. Kommenda, T. Prante, M. Affenzeller - Novel Robustness Measures for Engineering Design Optimisation - International Journal of Simulation and Process Modelling, Vol. 13, No. 4, 2018 more
2018
G. K. Kronberger, M. Kommenda, E. Lughofer, S. Saminger-Platz, A. Promberger, F. Nickel, S. M. Winkler, M. Affenzeller - Using robust generalized fuzzy modeling and enhanced symbolic regression to model tribological systems - Applied Soft Computing, 2018, pp. 610-624 more
2018
B. Burlacu, M. Affenzeller, M. Kommenda, G. K. Kronberger, S. M. Winkler - Schema Analysis in Tree-based Genetic Programming in Genetic Programming in Theory and Practice XV (Contributions to Book: Part/Chapter/Section 2), - Springer International Publishing, 2018, pp. 17-37 more
2018
C. Haider, A. Kinast, S. Kritzinger, E. Pitzer, M. Affenzeller - Simulation-based optimization approach for PI networks - Proceedings of the 5th International Physical Internet Conference (IPIC 2018), Groningen/NL, Netherlands, 2018 more
2018
A. Beham, S. Wagner, M. Affenzeller - Algorithm selection on generalized quadratic assignment problem landscapes - GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference, Kyoto, Japan, Japan, 2018, pp. 253-260 more
2018
J. Karder, A. Beham, B. Werth, S. Wagner, M. Affenzeller - Asynchronous Surrogate-assisted Optimization Networks - GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Kyoto, Japan, Japan, 2018, pp. 1266-1267 more
2018
S. Raggl, A. Beham, V. Hauder, S. Wagner, M. Affenzeller - Discrete Real-world Problems in a Black-box Optimization Benchmark - GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Kyoto, Japan, Japan, 2018, pp. 1745-1752 more
2018
L. Kammerer, M. Affenzeller - Confidence-Based Ensemble Modeling in Medical Data Mining - GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Kyoto, Japan, Japan, 2018 more
2018
F. Holzinger, M. Kommenda, E. Strumpf, J. Langer, J. Zenisek, M. Affenzeller - Sensor-based Modeling of Radial Fans - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest, Hungary, Hungary, 2018, pp. 322-330 more
2018
B. Werth, E. Pitzer, G. Ostermayer, M. Affenzeller - Quasi-bistability of walk-based landscape measures in stochastic fitness landscapes - GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference, Kyoto, Japan, Japan, 2018 more
2018
J. Zenisek, J. Wolfartsberger, C. Sievi, M. Affenzeller - Comparing machine learning methods on concept drift detection for Predictive Maintenance - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest, Hungary, Hungary, 2018, pp. 115-122 more
2018
W. Bożejko, A. Gnatowski, T. Niżyński, M. Affenzeller, A. Beham - Local Optima Networks in Solving Algorithm Selection Problem for TSP - Contemporary Complex Systems and Their Dependability, Brunów, Poland, 2018, pp. 83-93 more
2018
B. Werth, E. Pitzer, G. Ostermayer, M. Affenzeller - Surrogate-Assisted High-Dimensional Optimization on Microscopic Traffic Simulators - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest, Hungary, Hungary, 2018, pp. 46-52 more
2018
V. A. Hauder, A. Beham, S. Raggl, M. Affenzeller - Resource constrained project scheduling: a real-world extension for steel industry - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest, Hungary, Hungary, 2018 more
2018
J. Karder, A. Beham, S. Wagner, M. Affenzeller - Distributed Simulation Execution on a High-Performance Cluster using Heuristiclab Hive - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest, Hungary, Hungary, 2018, pp. 107-114 more
2018
S. M. Winkler, M. Affenzeller, S. Winkler, G. K. Kronberger, M. Kommenda, P. Fleck - Similarity-based Analysis of Population Dynamics in Genetic Programming Performing Symbolic Regression in Genetic Programming Theory and Practice XIV (Contributions to Book: Part/Chapter/Section 1), (Editors: R. Riolo,… more
2018
J. Fechter, A. Beham, S. Wagner, M. Affenzeller - Approximate Q-Learning for Stacking Problems with Continuous Production and Retrieval - Applied Artificial Intelligence, 2018 more
2018
O. Krauss, H. Mössenböck, M. Affenzeller - Dynamic Fitness Functions for Genetic Improvement in Compilers and Interpreters - GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Kyoto, Japan, Japan, 2018 more
2018
B. Burlacu, M. Affenzeller - Schema-based Diversification in Genetic Programming - GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference, Kyoto, Japan, Japan, 2018, pp. 1111-1118 more
2018
P. Fleck, D. Entner, C. Münzer, M. Kommenda, T. Prante, M. Schwarz, M. Hächl, M. Affenzeller - Box-Type Boom Design Using Surrogate Modeling: Introducing an Industrial Optimization Benchmark in Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial… more
2018
J. Zenisek, J. Wolfartsberger, C. Sievi, M. Affenzeller - Modeling Sensor Networks for Predictive Maintenance - On The Move to Meaningful Internet Systems: OTM 2018 Workshops (Lecture Notes in Computer Science, LNCS 11231), Valletta, Malta, 2018, pp. 184-188 more
2017
J. Zenisek, M. Affenzeller, C. Sievi, M. Silmbroth, J. Wolfartsberger - Predictive Maintenance for Transport Systems – Employing Model Ensembles for Online State Detection - Proceedings of the IAUP Triennial Conference, Wien, Austria, 2017, pp. 2 more
2017
V. A. Hauder, E. Pitzer, M. Affenzeller - Optimization Approaches for the Physical Internet - On the Move to Meaningful Internet Systems: OTM 2017 Workshops (Lecture Notes in Computer Science, LNCS 10697), Rhodes, Greece, 2017, pp. 10 more
2017
J. Zenisek, L. Nicoletti, F. Longo, G. Traugott, A. Padovano, M. Affenzeller - Smart Maintenance Lifecycle Management: A Design Proposal - Proceedings of the 29th European Modeling and Simulation Symposium, 2017, Barcelona, Spain, Barcelona, Spain, 2017, pp. 546-551 more
2017
A. Beham, M. Affenzeller, S. Wagner - Instance-based Algorithm Selection on Quadratic Assignment Problem Landscapes - GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Berlin, Germany, Germany, 2017, pp. 1471-1478 more
2017
B. Werth, E. Pitzer, M. Affenzeller, C. Backfrieder - Parameter Selection for “PCMA*” Using Surrogate-Assisted Black-Box Optimization and Microscopic Traffic Simulation - Proceedings of the 29th European Modeling and Simulation Symposium, 2017, Barcelona, Spain, Barcelona, Spain, 2017 more
2017
J. Karder, S. Wagner, A. Beham, M. Kommenda, M. Affenzeller - Towards the Design and Implementation of Optimization Networks in HeuristicLab - GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Berlin, Germany, Germany, 2017, pp. 1209-1214 more
2017
M. Affenzeller, S. M. Winkler, B. Burlacu, G. K. Kronberger, M. Kommenda, S. Wagner - Dynamic Observation of Genotypic and Phenotypic Diversity for Different Symbolic Regression GP variants - GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Berlin, Germany,… more
2017
V. A. Hauder, A. Beham, S. Wagner, M. Affenzeller - Optimization Networks for Real-World Production and Logistics Problems - GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Berlin, Germany, Germany, 2017, pp. 4 more
2017
A. Beham, E. Pitzer, S. Wagner, M. Affenzeller - Integrating Exploratory Landscape Analysis into Metaheuristic Algorithms - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spain, 2017, pp. 473-480 more
2017
M. Affenzeller, B. Burlacu, S. M. Winkler, M. Kommenda, G. K. Kronberger, S. Wagner - Offspring Selection Genetic Algorithm Revisited: Improvements in Efficiency by Early Stopping Criteria in the Evaluation of Unsuccessful Individuals - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria,… more
2017
M. Kommenda, J. Karder, A. Beham, B. Burlacu, G. K. Kronberger, S. Wagner, M. Affenzeller - Optimization Networks for Integrated Machine Learning - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spain, 2017, pp. 392-399 more
2017
B. Burlacu, M. Affenzeller, M. Kommenda, G. K. Kronberger, S. M. Winkler - Analysis of Schema Frequencies in Genetic Programming - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spain, 2017, pp. 7 more
2017
J. Karder, A. Beham, S. Wagner, M. Affenzeller - Solving the Traveling Thief Problem using Orchestration in Optimization Networks - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spain, 2017, pp. 307-315 more
2017
G. K. Kronberger, B. Burlacu, M. Kommenda, S. M. Winkler, M. Affenzeller - Measures for the Evaluation and Comparison of Graphical Model Structures - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spain, 2017, pp. 283-290 more
2017
E. Pitzer, M. Affenzeller - Facilitating Evolutionary Algorithm Analysis with Persistent Data Structures - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spain, 2017, pp. 416-423 more
2017
S. Raggl, A. Beham, S. Wagner, M. Affenzeller - Analysing a Hybrid Model-Based Evolutionary Algorithm for a Hard Grouping Problem - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spain, 2017, pp. 347-354 more
2017
S. Wagner, A. Beham, M. Affenzeller - Analysis and Visualization of the Impact of Different Parameter Configurations on the Behavior of Evolutionary Algorithms - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spain, 2017, pp. 439-446 more
2017
B. Werth, E. Pitzer, M. Affenzeller - A Fair Performance Comparison of Different Surrogate Optimization Strategies - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spain, 2017, pp. 8 more
2017
J. Zenisek, M. Affenzeller, J. Wolfartsberger, M. Silmbroth, C. Sievi, A. Huskic, H. Jodlbauer - Sliding Window Symbolic Regression for Predictive Maintenance using Model Ensembles - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spain, 2017, pp. 8 more
2017
B. Werth, E. Pitzer, M. Affenzeller - Enabling High-Dimensional Surrogate-Assisted Optimization by Using Sliding Windows - GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Berlin, Germany, Germany, 2017 more
2017
C. Haider, E. Pitzer, M. Affenzeller - Simulation-Based Optimization in the Field of Physcial Internet - Proceedings of the 4th International Physical Internet Conference (IPIC 2017), Graz, Austria, 2017, pp. 6 more
2017
J. Karder, V. A. Hauder, A. Beham, S. Wagner, M. Affenzeller - Optimization Networks: An Innovative Solution Approach for Practical Logistics Problems in Logistics Research Yearbook 2017 - Trauner Verlag Linz, 2017, pp. 47-58 more
2017
V. A. Hauder, J. Karder, A. Beham, S. Wagner, M. Affenzeller - A General Solution Approach for the Location Routing Problem - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spain, 2017, pp. 8 more
2016
S. Vonolfen, M. Affenzeller - Distribution of waiting time for dynamic pickup and delivery problems - ANNALS OF OPERATIONS RESEARCH, Vol. 236, No. 2, 2016, pp. 359-382 more
2016
A. Hübl, E. Lengauer, S. Raggl, M. Affenzeller - Network on Demand Planning of Supply Chains Towards Physical Internet - Proceedings FFH 2016, Wien, Austria, 2016, pp. 1-6 more
2016
A. Beham, S. Wagner, M. Affenzeller - Optimization Knowledge Center - Companion Publication of the 2016 Genetic and Evolutionary Computation Conference, GECCO'16 Companion, Denver, Colorado, United States of America, 2016, pp. 1331-1338 more
2016
S. Raggl, A. Beham, F. Tricoire, M. Affenzeller - A Tree-Search Based Heuristic for a Complex Stacking Problem with Continous Production and Retrieval - Proceedings of the 28th European Modeling and Simulation Symposium EMSS 2016, Larnaca, Cyprus, 2016, pp. 6 more
2016
J. Karder, A. Scheibenpflug, S. Wagner, M. Affenzeller - Generation of Dispatching Rules for Job Sequencing in single-machine Environments - Proceedings of the 28th European Modeling and Simulation Symposium EMSS 2016, Larnaca, Cyprus, 2016, pp. 5 more
2016
E. Lughofer, G. K. Kronberger, M. Kommenda, S. Saminger-Platz, A. Promberger, F. Nickel, S. M. Winkler, M. Affenzeller - Robust Fuzzy Modeling and Symbolic Regression for Establishing Accurate and Interpretable Prediction Models in Supervising Tribological Systems - Proceedings of the 8th International… more
2016
J. Karder, A. Scheibenpflug, A. Beham, S. Wagner, M. Affenzeller - Extending Sim# for simulation-based optimisation of semi-automated machinery - International Journal of Simulation and Process Modelling, 2016 more
2015
A. Beham, J. Fechter, M. Kommenda, S. Wagner, S. M. Winkler, M. Affenzeller - Optimization Strategies for Integrated Knapsack and Traveling Salesman Problems - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spain, 2015, pp. 359-366 more
2015
J. Fechter, A. Beham, S. Wagner, M. Affenzeller - Modelling a Clustered Generalized Quadratic Assignment Problem - Proceedings of the 27th European Modeling and Simulation Symposium EMSS 2015, Bergeggi, Italy, 2015, pp. 7 more
2015
M. Affenzeller, A. Beham, S. Vonolfen, E. Pitzer, S. M. Winkler, S. Hutterer, M. Kommenda, M. Kofler, G. K. Kronberger, S. Wagner - Simulation-Based Optimization with HeuristicLab in Applied Simulation and Optimization (Contributions to Book: Part/Chapter/Section 1), (Editors: M. Mujica Mota, I. De… more
2015
M. Kommenda, A. Beham, M. Affenzeller, G. K. Kronberger - Complexity Measures for Multi-Objective Symbolic Regression - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spain, 2015, pp. 409-416 more
2015
M. Kommenda, M. Affenzeller, G. K. Kronberger, B. Burlacu, S. M. Winkler - Multi-Population Genetic Programming with Data Migration for Symbolic Regression in Computational Intelligence and Efficiency in Engineering Systems (Contributions to Book: Part/Chapter/Section 6), (Editors: G. Borowik, Z. Chaczko,… more
2015
A. Scheibenpflug, A. Beham, M. Kommenda, J. Karder, S. Wagner, M. Affenzeller - Simplifying Problem Definitions in the HeuristicLab Optimization Environment - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference, GECCO'15 Companion, Madrid, Spain, 2015, pp. 1101-1108 more
2015
A. Scheibenpflug, S. Wagner, M. Affenzeller - Diversity-based Offspring Selection Criteria for Genetic Algorithms - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spain, 2015, pp. 393-400 more
2015
J. Karder, A. Scheibenpflug, S. Wagner, M. Affenzeller - Optimizing Set-up Times using the HeuristicLab Optimization Environment - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spain, 2015, pp. 286-293 more
2015
J. Karder, A. Scheibenpflug, A. Beham, S. Wagner, M. Affenzeller - Simulation-based Set-up Time Optimization using Sim# and HeuristicLab - Proceedings of the 27th European Modeling and Simulation Symposium EMSS 2015, Bergeggi, Italy, 2015, pp. 289-294 more
2015
B. Burlacu, M. Affenzeller, M. Kommenda - On the Effectiveness of Genetic Operations in Symbolic Regression - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spain, 2015, pp. 367-374 more
2015
B. Burlacu, M. Affenzeller, S. M. Winkler, M. Kommenda, G. K. Kronberger - Methods for Genealogy and Building Blocks Analysis in Genetic Programming in Computational Intelligence and Efficiency in Engineering Systems (Contributions to Book: Part/Chapter/Section 5), (Editors: G. Borowik, Z. Chaczko,… more
2015
B. Burlacu, M. Kommenda, M. Affenzeller - Building Blocks Identification Based on Subtree Sample Counts for Genetic Programming - Proceedings of the 3rd Asia-Pacific Conference on Computer Aided System Engineering Conference (APCASE 2015), Quito, Ecuador, Ecuador, 2015, pp. 6 more
2015
M. Kommenda, B. Burlacu, R. Holecek, A. Gebeshuber, M. Affenzeller - Heat Treatment Process Parameter Estimation using Heuristic Optimization Algorithms - Proceedings of the 27th European Modeling and Simulation Symposium EMSS 2015, Bergeggi, Italy, 2015, pp. 222-228 more
2015
S. M. Winkler, S. Schaller, D. M. Borgmann, V. Dorfer, M. Affenzeller, J. Jacak, H. Redl, J. Weghuber - Identification and classification of objects and motions in microscopy images of biological samples using heuristic algorithms in Studies in Computational Intelligence (Contributions to Book: Part/Chapter/Section… more
2015
J. Fechter, A. Beham, S. Wagner, M. Affenzeller - Modeling a Lot-Aware Slab Stack Shuffling Problem - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spain, 2015, pp. 334-341 more
2015
S. M. Winkler, G. K. Kronberger, M. Kommenda, S. Fink, M. Affenzeller - Dynamics of Predictability and Variable Influences Identified in Financial Data Using Sliding Window Machine Learning - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spain, 2015, pp. 326-333 more
2015
G. K. Kronberger, M. Kommenda, S. M. Winkler, M. Affenzeller - Using Contextual Information in Sequential Search for Grammatical Optimization Problems - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spain, 2015, pp. 417-424 more
2015
A. Petrakova, M. Affenzeller, G. Merkuryeva - Heterogeneous versus Homogeneous Machine Learning Ensembles - Information Technology and Management Science, Vol. 18, No. 1, 2015, pp. 135-142 more
2015
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, B. Burlacu, S. Wagner - Sliding Window Symbolic Regression for Detecting Changes of System Dynamics in Genetic Programming Theory and Practice XII (Contributions to Book: Part/Chapter/Section 6), (Editors: Rick Riolo, William P. Worzel, Mark… more
2014
S. Wagner, G. K. Kronberger, A. Beham, M. Kommenda, A. Scheibenpflug, E. Pitzer, S. Vonolfen, M. Kofler, S. M. Winkler, V. Dorfer, M. Affenzeller - Architecture and Design of the HeuristicLab Optimization Environment in Advanced Methods and Applications in Computational Intelligence (Contributions to… more
2014
M. Kofler, A. Beham, S. Wagner, M. Affenzeller - Affinity Based Slotting in Warehouses with Dynamic Order Patterns in Advanced Methods and Applications in Computational Intelligence (Contributions to Book: Part/Chapter/Section 7), (Editors: R. Klempous, J. Nikodem, W. Jacak, Z. Chaczko) - Springer,… more
2014
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - On the Identification of Virtual Tumor Markers and Tumor Diagnosis Predictors Using Evolutionary Algorithms in Advanced Methods and Applications in Computational Intelligence (Editors: R. Klempous, J. Nikodem,… more
2014
S. Hutterer, A. Beham, M. Affenzeller, F. Auinger, S. Wagner - Software-Enabled Investigation in Metaheuristic Power Grid Optimization - IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, Vol. 10, No. 1, 2014, pp. 364-372 more
2014
A. Beham, G. K. Kronberger, J. Karder, M. Kommenda, A. Scheibenpflug, S. Wagner, M. Affenzeller - Integrated Simulation and Optimization in HeuristicLab - Proceedings of the 26th European Modeling and Simulation Symposium EMSS 2014, Bordeaux, France, 2014, pp. 418-423 more
2014
M. Kommenda, M. Affenzeller, B. Burlacu, G. K. Kronberger, S. M. Winkler - Genetic Programming with Data Migration for Symbolic Regression - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference, GECCO'14 Companion, Vancouver, Canada, 2014, pp. 1361-1366 more
2014
S. M. Winkler, S. Schaller, V. Dorfer, M. Affenzeller, G. Petz, M. Karpowicz - Data-based prediction of sentiments using heterogeneous model ensembles - Soft Computing, 2014, pp. 12 more
2014
M. Affenzeller, S. M. Winkler, G. K. Kronberger, M. Kommenda, B. Burlacu, S. Wagner - Gaining Deeper Insights in Symbolic Regression in Genetic Programming Theory and Practice XI (Contributions to Book: Part/Chapter/Section 10), (Editors: Rick Riolo, Jason H. Moore, Mark Kotanchek) - Springer, 2014,… more
2013
M. Kommenda, G. K. Kronberger, S. M. Winkler, M. Affenzeller, S. Wagner - Effects of Constant Optimization by Nonlinear Least Squares Minimization in Symbolic Regression - Companion Publication of the 2013 Genetic and Evolutionary Computation Conference, GECCO'13 Companion, Amsterdam, Netherlands,… more
2013
S. Hutterer, M. Affenzeller, F. Auinger - Evolutionary Computation Enabled Controlled Charging for E-Mobility Aggregators - Proceedings of the IEEE Symposium on Computational Intelligence Applications in Smart Grid, Singapur, Singapore, 2013 more
2013
S. M. Winkler, M. Affenzeller, H. Stekel - An Integrated Clustering an Classification Approach for the Analysis of Tumor Patient Data - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran Canaria, Spain, 2013, pp. 230-233 more
2013
E. Pitzer, A. Beham, M. Affenzeller - Automatic Algorithm Selection for the Quadratic Assignment Problem Using Fitness Landscape Analysis - Evolutionary Computation in Combinatorial Optimization, Wien, Austria, 2013, pp. 109-120 more
2013
A. Beham, E. Pitzer, M. Affenzeller - Fitness Landscape based Parameter Estimation for Robust Taboo Search - Computer Aided Systems Theory (Eurocast 2013), Las Palmas, Spain, 2013, pp. 292-299 more
2013
S. Hutterer, S. Vonolfen, M. Affenzeller - Genetic Programming Enabled Evolution of Control Policies for Dynamic Stochastic Optimal Power Flow - Companion Publication of the 2013 Genetic and Evolutionary Computation Conference, GECCO'13 Companion, Amsterdam, Netherlands, 2013 more
2013
S. Vonolfen, M. Affenzeller, A. Beham, E. Lengauer, S. Wagner - Simulation-based evolution of resupply and routing policies in rich vendor-managed inventory scenarios - Central European Journal of Operations Research, Vol. 21, No. 2, 2013, pp. 379-400 more
2013
B. Rafael, M. Affenzeller, S. Wagner - Application of an Island Model Genetic Algorithm for a Multi-track Music Segmentation Problem - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 7834, No. 1, 2013, pp. 13-24 more
2013
B. Burlacu, M. Affenzeller, M. Kommenda, S. M. Winkler, G. K. Kronberger - Visualization of Genetic Lineages and Inheritance Information in Genetic Programming - Companion Publication of the 2013 Genetic and Evolutionary Computation Conference, GECCO'13 Companion, Amsterdam, Netherlands, 2013, pp.… more
2013
S. Hutterer, M. Affenzeller - Policy Function Approximation for Optimal Power Flow Control Issues - Proceedings of the The International Workshop on Simulation for Energy, Sustainable Development & Environment, Athen, Greece, 2013 more
2013
S. Vonolfen, A. Beham, M. Kommenda, M. Affenzeller - Structural Synthesis of Dispatching Rules for Dynamic Dial-a-ride Problems - Proceedings of the 14th International Conference on Computer Aided Systems Theory (EUROCAST 2013), Las Palmas de Gran Canaria, Spain, 2013, pp. 276-283 more
2013
M. Kofler, A. Beham, E. Pitzer, S. Wagner, M. Affenzeller - Yard Storage Assignment Optimisation with Neutral Walks - Proceedings of the 14th International Conference on Computer Aided Systems Theory (EUROCAST 2013), Las Palmas de Gran Canaria, Spain, 2013, pp. 356-363 more
2013
M. Kommenda, M. Affenzeller, G. K. Kronberger, S. M. Winkler - Nonlinear Least Squares Optimization of Constants in Symbolic Regression - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran Canaria, Spain, 2013, pp. 420-427 more
2013
S. M. Winkler, M. Affenzeller, H. Stekel - Evolutionary Identification of Cancer Predictors Using Clustered Data - Companion Publication of the 2013 Genetic and Evolutionary Computation Conference, GECCO'13 Companion, Amsterdam, Netherlands, 2013, pp. 1463-1470 more
2013
S. Hutterer, M. Affenzeller, F. Auinger - Evolutionary Algorithm Based Control Policies for Flexible Optimal Power Flow Over Time - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 7835, No. 1, 2013, pp. 152-161 more
2013
S. Vonolfen, A. Beham, M. Kofler, M. Affenzeller, K. Dörner - Simulation-Based Optimization of Transport Activities Within Cold Charge Steel Production - Proceedings of the 5th IEEE International Symposium on Logistics and Industrial Informatics (LINDI 2013), Wildau, Germany, 2013, pp. 67-73 more
2013
M. Affenzeller, S. M. Winkler, H. Stekel, S. Forstenlechner, S. Wagner - Improving the Accuracy of Cancer Prediction by Ensemble Confidence Evaluation - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran Canaria, Spain, 2013, pp. 316-323 more
2013
B. Burlacu, M. Affenzeller, M. Kommenda - On The Evolutionary Behavior of Genetic Programming with Constants Optimization - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran Canaria, Spain, 2013 more
2012
M. Kofler, A. Beham, S. Wagner, M. Affenzeller, W. Achleitner - Slotting Strategien zur Wegoptimierung in dynamischen Logistikzentren - Proceedings FFH 2012, Graz, Austria, 2012, pp. 69-73 more
2012
E. Pitzer, A. Beham, M. Affenzeller - Generic Hardness Estimation using Fitness and Parameter Landscapes applied to Robust Taboo Search and the Quadratic Assignment Problem - Companion Publication of the 2012 Genetic and Evolutionary Computation Conference, GECCO'12 Companion, Philadelphia, United… more
2012
S. Hutterer, M. Affenzeller, F. Auinger - Evolutionary Optimization of Multi-Agent Control Strategies for Electric Vehicle Charging - Companion Publication of the 2012 Genetic and Evolutionary Computation Conference, GECCO'12 Companion, Philadelphia, United States of America, 2012, pp. 3-10 more
2012
B. Rafael, M. Affenzeller, S. Wagner - An Adaption of the Schema Theorem to Various Crossover and Mutation Operators for a Music Segmentation Problem - Companion Publication of the 2012 Genetic and Evolutionary Computation Conference, GECCO'12 Companion, Philadelphia, United States of America, 2012,… more
2012
S. Vonolfen, M. Kofler, M. Affenzeller, W. Achleitner - Online Optimization of the Internal Transport in Production Environments - Proceedings FFH 2012, Graz, Austria, 2012, pp. 159-162 more
2012
S. Hutterer, F. Auinger, M. Affenzeller - Optimal Scheduling of Electric Individual Traffic Under Probabilistic Conditions - Proceedings FFH 2012, Graz, Austria, 2012, pp. 47-51 more
2012
S. Hutterer, F. Auinger, M. Affenzeller - Metaheuristic Optimization of Electric Vehicle Charging Strategies in Uncertain Environment - Proceedings of the 12th International Conference on Probabilistic Methods Applied to Power Systems, Istanbul, Turkey, 2012 more
2012
C. Neumüller, A. Scheibenpflug, S. Wagner, A. Beham, M. Affenzeller - Large Scale Parameter Meta-Optimization of Metaheuristic Optimization Algorithms with HeuristicLab Hive - Proceedings of the 8th spanish congress on Metaheuristics, Evolutionary and Bioinspired Algorithms (MAEB'2012), Albacete,… more
2012
M. Kofler, A. Beham, S. Wagner, M. Affenzeller, W. Achleitner - The Multi-Period Storage Location Assignment Problem - Proceedings of IEEE APCAST'12 Conference, Sydney, Australia, 2012, pp. 38-41 more
2012
E. Pitzer, A. Beham, M. Affenzeller, H. Heiss, M. Vorderwinkler - Priority Rule-Based Production Optimization with Genetic Programming and a Solution Archive - Proceedings FFH 2012, Graz, Austria, 2012, pp. 113-117 more
2012
E. Pitzer, S. Vonolfen, A. Beham, M. Affenzeller, V. Bolshakov, G. Merkuryeva - Structural Analysis of Vehicle Routing Problems using General Fitness Landscape Analysis and Problem Specific Measures - Proceedings of IEEE APCAST'12 Conference, Sydney, Australia, 2012 more
2012
E. Pitzer, M. Affenzeller, A. Beham, S. Wagner - Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6927, No. 1, 2012, pp. 424-431 more
2012
M. Kommenda, G. K. Kronberger, C. Feilmayr, L. Schickmair, M. Affenzeller, S. M. Winkler, S. Wagner - Application of Symbolic Regression on Blast Furnace and Temper Mill Datasets - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6927, No. 1, 2012, pp. 400-407 more
2012
C. Neumüller, S. Wagner, G. K. Kronberger, M. Affenzeller - Parameter Meta-optimization of Metaheuristic Optimization Algorithms - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6927, No. 1, 2012, pp. 367-374 more
2012
G. K. Kronberger, M. Affenzeller - Market Basket Analysis of Retail Data : Supervised Learning Approach - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6927, No. 1, 2012, pp. 464-471 more
2012
A. Beham, E. Pitzer, S. Wagner, M. Affenzeller, K. Altendorfer, T. Felberbauer, M. Bäck - Integration of Flexible Interfaces in Optimization Software Frameworks for Simulation-Based Optimization - Companion Publication of the 2012 Genetic and Evolutionary Computation Conference, GECCO'12 Companion,… more
2012
M. Affenzeller, S. M. Winkler, S. Forstenlechner, G. K. Kronberger, M. Kommenda, S. Wagner, H. Stekel - Enhanced Confidence Interpretations of GP-based Ensemble Modeling Results - Proceedings of the 24th European Modeling and Simulation Symposium EMSS 2012, Vienna, Austria, 2012, pp. 340-345 more
2012
S. Vonolfen, A. Beham, M. Affenzeller, S. Wagner, A. Mayr - Combination and Comparison of Different Genetic Encodings for the Vehicle Routing Problem - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6927, No. 1, 2012, pp. 327-334 more
2012
A. Scheibenpflug, S. Wagner, E. Pitzer, B. Burlacu, M. Affenzeller - On the Analysis, Classification and Prediction of Metaheuristic Algorithm Behavior For Combinatorial Optimization Problems - Proceedings of the 24th European Modeling and Simulation Symposium EMSS 2012, Vienna, Austria, 2012 more
2012
S. Hutterer, M. Affenzeller, F. Auinger - Policy evolution for large scale electric vehicle charging control - PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON HARBOR, MARITIME & MULTIMODAL LOGISTICS MODELLING AND SIMULATION, Wien, Austria, 2012, pp. 59-67 more
2012
S. Vonolfen, M. Affenzeller, S. Wagner - Modeling rich and dynamic vehicle routing problems in Heuristiclab - PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON HARBOR, MARITIME & MULTIMODAL LOGISTICS MODELLING AND SIMULATION, Wien, Austria, 2012, pp. 96-102 more
2012
S. M. Winkler, M. Affenzeller, W. Jacak, H. Stekel - Data Based Prediction of Tumor Diagnoses and the Role of Tumor Markers - Proceedings of the 20th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Long Beach, CA, United States of America, 2012 more
2012
S. M. Winkler, M. Affenzeller, H. Stekel - Analysis of the Relevance of Blood Parameters and Virtual Tumor Markers in Tumor Diagnosis Prediction - Proceedings of IEEE APCAST'12 Conference, Sydney, Australia, 2012 more
2012
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - Variable Interaction Networks in Medical Data - Proceedings of the 24th European Modeling and Simulation Symposium EMSS 2012, Vienna, Austria, 2012, pp. 265-270 more
2012
A. Scheibenpflug, S. Wagner, G. K. Kronberger, M. Affenzeller - HeuristicLab Hive - An Open Source Environment for Parallel and Distributed Execution of Heuristic Optimization Algorithms - Proceedings of IEEE APCAST'12 Conference, Sydney, Australia, 2012 more
2012
A. Scheibenpflug, S. Wagner, E. Pitzer, M. Affenzeller - Optimization Knowledge Base: An Open Database for Algorithm and Problem Characteristics and Optimization Results - Companion Publication of the 2012 Genetic and Evolutionary Computation Conference, GECCO'12 Companion, Philadelphia, United States… more
2012
B. Rafael, S. Örtl, M. Affenzeller, S. Wagner - Optimization of Parameter Settings for Genetic Algorithms in Music Segmentation - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6927, No. 1, 2012, pp. 240-247 more
2012
E. Lengauer, S. Vonolfen, M. Affenzeller, A. Beham, S. Wagner - Inventory routing - Proceedings of 6th FFH 2012, Graz, Austria, 2012 more
2012
M. Kofler, A. Beham, S. Vonolfen, S. Wagner, M. Affenzeller - Modelling and Optimizing Storage Assignment in a Steel Slab Yard - Proceedings of the 4th IEEE International Symposium on Logistics and Industrial Informatics (LINDI 2013) , Smolenice, Slovakia, 2012, pp. 101-106 more
2012
G. K. Kronberger, S. Wagner, M. Kommenda, A. Beham, A. Scheibenpflug, M. Affenzeller - Knowledge Discovery through Symbolic Regression with HeuristicLab - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 7524, No. 1, 2012, pp. 824-827 more
2012
B. Burlacu, M. Affenzeller, M. Kommenda, S. M. Winkler, G. K. Kronberger - Evolution Tracking in Genetic Programming - Proceedings of the 24th European Modeling and Simulation Symposium EMSS 2012, Vienna, Austria, 2012 more
2012
M. Kommenda, G. K. Kronberger, S. Wagner, S. M. Winkler, M. Affenzeller - On the Architecture and Implementation of Tree-based Genetic Programming in HeuristicLab - Companion Publication of the 2012 Genetic and Evolutionary Computation Conference, GECCO'12 Companion, Philadelphia, United States of… more
2012
S. Hutterer, M. Affenzeller, F. Auinger - Heuristic Power Scheduling of Electric Vehicle Battery Charging - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6927, No. 1, 2012, pp. 311-318 more
2012
R. Braune, G. Zäpfel, M. Affenzeller - An Exact Approach for Single Machine Subproblems in Shifting Bottleneck Procedures for Job Shops with Total Weighted Tardiness Objective - EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, Vol. 218, No. 1, 2012, pp. 76-85 more
2012
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based Tumor Marker Modeling - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6927, No. 1, 2012, pp. 335-342 more
2012
A. Zavoianu, G. K. Kronberger, M. Kommenda, D. Zaharie, M. Affenzeller - Improving the Parsimony of Regression Models for an Enhanced Genetic Programming Process - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6927, No. 1, 2012, pp. 264-271 more
2011
S. Hutterer, F. Auinger, M. Affenzeller - Simulation-based Heuristic Sampling for the Integration of Supply- and Demand-Side Stochastic Influences - ComForEn2011, Wels, Austria, 2011 more
2011
S. M. Winkler, M. Affenzeller, W. Jacak, H. Stekel - Data Based Prediction of Classification of Tumor Markers AFP, CA-125, CA15-3, CEA, CYFRA, and PSA. - Journal of Clinical Chemistry and Laboratory Medicine, Berlin, Germany, 2011 more
2011
R. Braune, G. Zäpfel, M. Affenzeller - Lower Bounds for Single Machine Subproblems Occuring in Weighted Tardiness Oriented Shifting Bottleneck Procedures - IEEE Symposium Series on Computational Intelligence – SSCI 2011, Paris, France, 2011, pp. 25-32 more
2011
S. Wagner, M. Affenzeller, A. Beham, G. K. Kronberger, S. M. Winkler - Mutation Effects in Genetic Algorithms with Offspring Selection Applied to Combinatorial Optimization Problems - Proceedings of the fifth Research Forum of the Austrian University of Applied Sciences, Wien (Favoriten), Austria, 2011,… more
2011
S. Wagner, A. Beham, G. K. Kronberger, M. Kommenda, E. Pitzer, M. Kofler, S. Vonolfen, S. M. Winkler, V. Dorfer, M. Affenzeller - HeuristicLab 3.3: An Extendable and Flexible Software System for Heuristic Optimization - Proceedings of the fifth Research Forum of the Austrian University of Applied Sciences,… more
2011
G. K. Kronberger, S. Fink, M. Kommenda, M. Affenzeller - Macro-economic Time Series Modeling and Interaction Networks - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6625, No. 1, 2011, pp. 101-110 more
2011
M. Kommenda, G. K. Kronberger, C. Feilmayr, M. Affenzeller - Data Mining using Unguided Symbolic Regression on a Blast Furnace Dataset - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6625, No. 1, 2011, pp. 274-283 more
2011
G. K. Kronberger, M. Affenzeller, M. Kommenda - Overfitting Detection and Adaptive Covariant Parsimony Pressure for Symbolic Regression - Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2011, Dublin, Ireland, 2011, pp. 631-638 more
2011
S. M. Winkler, M. Affenzeller, W. Jacak, H. Stekel - Identification of Cancer Diagnosis Estimation Models Using Evolutionary Algorithms - A Case Study for Breast Cancer, Melanoma, and Cancer in the Respiratory System - Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2011, Dublin,… more
2011
S. Hutterer, F. Auinger, M. Affenzeller - Comparison of Metaheuristic Algorithms for Simulation Based OPF Computation - Proceedings EuroSimE 2011, Linz, Austria, 2011 more
2011
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - Data Based Identification of Estimation Models for Tumor Markers Using Evolutionary Computation - Proceedings of the 19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th… more
2011
S. M. Winkler, M. Affenzeller, S. Wagner - Analysis of the Effects of Enhanced Selection Concepts for Genetic Programming Based Structure Identification Using Fine-Grained Population Diversity Estimation - Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2011, Dublin, Ireland,… more
2011
S. M. Winkler, M. Affenzeller, H. Stekel - Genetic Programming for the Data Based Generation of Medical Diagnosis Models. - Journal of Clinical Chemistry and Laboratory Medicine, Berlin, Germany, 2011 more
2011
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based Tumor Marker Modeling - Proceedings of International Conference on Computer Aided Systems Theory EUROCAST… more
2011
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - On the Use of Estimated Tumor Marker Classifications in Tumor Diagnosis Prediction - A Case Study for Breast Cancer - Proccedings of 23rd IEEE European Modeling & Simulation Symposium EMSS 2011, Roma, Italy,… more
2011
M. Affenzeller, S. Wagner, S. M. Winkler, A. Beham - Analysis of Allele Distribution Dynamics in Different Genetic Algorithms in Recent Advances in Intelligent Engineering Systems (Contributions to Book: Part/Chapter/Section 378), (Editors: János Fodor, Ryszard Klempous, Carmen Paz Suárez Araujo)… more
2011
S. M. Winkler, M. Affenzeller, W. Jacak, H. Stekel - Heuristic Tumor Markers - Data Based Identification of Classification Models for Tumor Markers. - Symposium 2011 of the German, Austrian, and Swiss Societies for Hematology and Onkology, Basel, Germany, 2011 more
2011
M. Affenzeller, C. Fischer, G. K. Kronberger, S. M. Winkler, S. Wagner - New Genetic Programming Hypothesis Search Strategies for Improving the Interpretability in Medical Data Mining Applications - Proccedings of 23rd IEEE European Modeling & Simulation Symposium EMSS 2011, Roma, Italy, 2011 more
2011
E. Pitzer, M. Affenzeller - A Comprehensive Survey on Fitness Landscape Analysis in Recent Advances in Intelligent Engineering Systems (Contributions to Book: Part/Chapter/Section 378), (Editors: János Fodor, Ryszard Klempous, Carmen Paz Suárez Araujo) - Springer Verlag, 2011, pp. 161-191 more
2011
M. Affenzeller, S. M. Winkler, W. Jacak, H. Stekel - Cancer Prediction Models Based on Blood Data with and without Tumor Marker Information - Symposium 2011 of the German, Austrian, and Swiss Societies for Hematology and Onkology, Basel, Germany, 2011 more
2011
M. Kofler, A. Beham, S. Wagner, M. Affenzeller, W. Achleitner - Re-Warehousing vs. Healing: Strategies for Warehouse Storage Location Assignment - Proceedings of the IEEE 3rd International Symposium on Logistics and Industrial Informatics (Lindi 2011), Budapest, Hungary, 2011, pp. 77-82 more
2011
S. Vonolfen, M. Affenzeller, A. Beham, S. Wagner, E. Lengauer - Simulation-based evolution of municipal glass-waste collection strategies utilizing electric trucks - Proceedings of the IEEE 3rd International Symposium on Logistics and Industrial Informatics (Lindi 2011), Budapest, Hungary, 2011, pp.… more
2011
E. Pitzer, A. Beham, M. Affenzeller, H. Heiss, M. Vorderwinkler - Production Fine Planning Using a Solution Archive of Priority Rules. - Proceedings of the IEEE 3rd International Symposium on Logistics and Industrial Informatics (Lindi 2011), Budapest, Hungary, 2011, pp. 111-116 more
2011
A. Beham, E. Pitzer, M. Affenzeller - A New Metric to Measure Distances Between Solutions to the Quadratic Assignment Problem - Proceedings of the IEEE 3rd International Symposium on Logistics and Industrial Informatics (Lindi 2011), Budapest, Hungary, 2011, pp. 45-50 more
2011
S. Vonolfen, M. Affenzeller, A. Beham, S. Wagner - Solving large-scale vehicle routing problem instances using an island-model offspring selection genetic algorithm - Proceedings of the IEEE 3rd International Symposium on Logistics and Industrial Informatics (Lindi 2011), Budapest, Hungary, 2011, pp.… more
2010
S. M. Winkler, M. Affenzeller, G. K. Kronberger, S. Wagner, W. Jacak, H. Stekel - Feature Selection in the Analysis of Tumor Marker Data Using Evoutionary Algorithms - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Morocco, 2010, pp. 1-6 more
2010
A. Beham, M. Kofler, S. Wagner, M. Affenzeller, W. Puchner - Using ERP-Driven Flow Analysis to Optimize a Constrained Facility Layout Problem - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Morocco, 2010, pp. 71-76 more
2010
A. Beham, M. Kofler, S. Wagner, M. Affenzeller, H. Heiss, M. Vorderwinkler - Enhanced Priority Rule Synthesis with Waiting Conditions - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Morocco, 2010, pp. 65-70 more
2010
M. Affenzeller, S. Wagner, S. M. Winkler - Effective allele preservation by offspring selection: an empirical study for the TSP - International Journal of Simulation and Process Modelling, Vol. 6, No. 1, 2010, pp. 29-39 more
2010
S. M. Winkler, M. Affenzeller, W. Jacak, H. Stekel - Classification of Tumor Marker Values Using Heuristic Data Mining Methods - Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2010, Portland, United States of America, 2010, pp. 8 more
2010
S. Wagner, M. Affenzeller, A. Beham, G. K. Kronberger, S. M. Winkler - Mutation Effects in Genetic Algorithms with Offspring Selection Applied to Combinatorial Optimization Problems - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Morocco, 2010, pp. 43-48 more
2010
S. Vonolfen, S. Wagner, A. Beham, M. Kofler, M. Affenzeller, E. Lengauer, M. Scheucher - A Simulation-Based Approach to the Vehicle Routing Problem - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Morocco, 2010, pp. 363-368 more
2010
S. Vonolfen, S. Wagner, A. Beham, M. Affenzeller - On the Benefits of a Domain-Specific Language for Modeling Metaheuristic Optimization Algorithms - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Morocco, 2010, pp. 59-64 more
2010
S. Wagner, A. Beham, G. K. Kronberger, M. Kommenda, E. Pitzer, M. Kofler, S. Vonolfen, S. M. Winkler, V. Dorfer, M. Affenzeller - HeuristicLab 3.3: A unified approach to metaheuristic optimization - Proceedings of the 7th spanish congress on Metaheuristics, Evolutionary and Bioinspired Algorithms (MAEB'2010),… more
2010
M. Affenzeller, S. Wagner, S. M. Winkler, A. Beham - Analysis of the Dynamics of Allele Distribution for some Selected GA-variants - Proceedings of the 14th IEEE International Conference on Intelligent Engineering Systems INES 2010, Las Palmas, Spain, 2010, pp. 13-18 more
2010
S. M. Winkler, M. Affenzeller, S. Wagner, G. K. Kronberger, M. Kommenda - Analysis of Structural Similarities of Mathematical Models in the Context of Genetic Programming - Proceedings of the 4th Symposium of Austrian Universities of Applied Sciences, Pinkafeld, Austria, 2010, pp. 315-320 more
2010
S. M. Winkler, S. Auer, M. Affenzeller - Heuristic Modeling of Time Course Data of Patiens Suffering from Alzheimer's Disease - Proceedings of the 4th Symposium of Austrian Universities of Applied Sciences, Pinkafeld, Austria, 2010, pp. 23-28 more
2010
S. Hutterer, F. Auinger, M. Affenzeller, G. Steinmauerer - Overview: A Simulation Based Metaheuristic Optimization Approach to Optimal Power Dispatch Related to Smart Electric Grids - Life System Modeling and Intelligent Computing (LNCS 6329), Wuxi, China, 2010 more
2010
M. Affenzeller, L. Pöllabauer, G. K. Kronberger, E. Pitzer, S. Wagner, S. M. Winkler, A. Beham, M. Kofler - On-Line Parameter Optimization Strategies for Metaheuristics - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Morocco, 2010, pp. 31-36 more
2010
G. K. Kronberger, S. M. Winkler, M. Affenzeller, M. Kommenda, S. Wagner - Effects of Mutation Before and After Offspring Selection in Genetic Programming for Symbolic Regression - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Morocco, 2010, pp. 37-42 more
2010
M. Kofler, A. Beham, S. Wagner, M. Affenzeller, C. Reitinger - Reassigning Storage Locations in a Warehouse to Optimize the Order Picking Process - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Morocco, 2010, pp. 77-82 more
2010
E. Pitzer, M. Affenzeller, A. Beham - A Closer Look Down the Basins of Attraction - 2010 UK Workshop on Computational Intelligence (UKCI), Colchester, United Kingdom of Great Britain and Northern Ireland, 2010, pp. 6 more
2010
S. Hutterer, M. Affenzeller - Simulation- Based Optimization with Metaheuristics for Optimal Power Distribution in Smart Electric Grids in Energyefficient Mobility - Shaker Verlag, 2010, pp. 75-82 more
2010
S. Vonolfen, A. Beham, M. Affenzeller - Distributed Online-optimization of High-dimensional Vehicle Routing Problems in Energyefficient Mobility - Shaker Verlag, 2010 more
2010
C. Fischer, L. Bloder, C. Neumüller, S. Pimminger, M. Affenzeller, S. M. Winkler, H. Stekel, R. Frechinger - Prediction of Blood Demands in a Hospital - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Morocco, 2010, pp. 6 more
2010
M. Kommenda, G. K. Kronberger, M. Affenzeller, S. M. Winkler, C. Feilmayr, S. Wagner - Symbolic Regression with Sampling - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Morocco, 2010, pp. 13-18 more
2009
S. M. Winkler, M. Affenzeller, S. Wagner, G. K. Kronberger - Analysis of Patient Data and Evolutionary Design of Virtual Sensors for Diseases - Proceedings of the 3rd Symposium of Austrian Universities of Applied Sciences, Fachhochschule Kärnten, Villach, Austria, 2009, pp. 56-61 more
2009
M. Kommenda, G. K. Kronberger, S. M. Winkler, M. Affenzeller, S. Wagner, L. Schickmair, B. Lindner - Application of Genetic Programming on Temper Mill Datasets - Proceedings of the IEEE 2nd International Symposium on Logistics and Industrial Informatics (Lindi 2009), Linz, Austria, 2009, pp. 58-62 more
2009
M. Kofler, S. Wagner, A. Beham, G. K. Kronberger, M. Affenzeller - Priority Rule Generation With a Genetic Algorithm to Minimize Sequence Dependent Setup Costs - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5717, No. 5717, 2009, pp. 817-824 more
2009
M. Kofler, A. Beham, S. Wagner, M. Affenzeller - Evaluation of Dispatching Strategies for the Optimization of a Real-World Production Plant - Proceedings of the IEEE 2nd International Symposium on Logistics and Industrial Informatics (Lindi 2009), Linz, Austria, 2009, pp. 25-30 more
2009
G. K. Kronberger, S. M. Winkler, M. Affenzeller, A. Beham, S. Wagner - On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5717, No. 2009, 2009, pp. 793-800 more
2009
G. K. Kronberger, S. M. Winkler, M. Affenzeller, S. Wagner - On Crossover Success Rate in Genetic Programming with Offspring Selection - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5481, No. 1, 2009, pp. 232-243 more
2009
M. Affenzeller, M. Vorderwinkler, B. Kabelka - Another application of metaheuristics - Automatisierungsatlas 2009, 2009, pp. 734-736 more
2009
S. M. Winkler, M. Affenzeller, S. Wagner - Fine Grained Population Diversity Analysis for Parallel Genetic Programming - Proceedings of the IEEE International Parallel & Distributed Processing Symposium IPDPS 2009, Roma, Italy, 2009, pp. 8 more
2009
A. Beham, M. Kofler, M. Affenzeller, S. Wagner - Evolutionary Selection in Simulation-based Optimization - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5717, No. 5717, 2009, pp. 761-768 more
2009
M. Affenzeller, S. M. Winkler, S. Wagner, A. Beham - Genetic Algorithms and Genetic Programming - Consortium of Higher Education Researchers, 2009 more
2009
S. M. Winkler, M. Affenzeller, S. Wagner - On the Reliability of Nonlinear Modeling Using Enhanced Genetic Programming Techniques - Topics on Chaotic Systems - Selected Papers from CHAOS 2008 International Conference, Vol. 1, No. 1, 2009, pp. 24-31 more
2009
S. M. Winkler, M. Affenzeller, S. Wagner - Using Enhanced Genetic Programming Techniques for Evolving Classifiers in the Context of Medical Diagnosis - Genetic Programming and Evolvable Machines, Vol. 10, No. 2, 2009, pp. 111-140 more
2009
M. Affenzeller, A. Beham, S. Wagner, S. M. Winkler - About the Dynamics of Essential Genetic Information: An Empirical Analysis for Selected GA-Variants - Proceedings of the 2009 World Summit on Genetic and Evolutionary Computation (2009 GEC Summit), Shanghai, China, 2009, pp. 787-790 more
2009
A. Beham, M. Kofler, S. Wagner, M. Affenzeller - Coupling Simulation with HeuristicLab to Solve Facility Layout Problems - Proceedings of the 2009 Winter Simulation Conference, Austin, TX, USA, United States of America, 2009, pp. 2205-2217 more
2009
A. Beham, M. Kofler, S. Wagner, M. Affenzeller - Agent-based simulation of dispatching rules in dynamic pickup and delivery problems - Proceedings of the IEEE 2nd International Symposium on Logistics and Industrial Informatics (Lindi 2009), Linz, Austria, 2009, pp. 1-6 more
2009
M. Affenzeller, S. M. Winkler, S. Wagner, A. Beham, G. K. Kronberger, M. Kofler - Metaheuristic Optimization in Hagenberg Research (Editors: B. Buchberger et al.) - Springer Vieweg, 2009, pp. 103-156 more
2009
S. M. Winkler, S. Auer, M. Affenzeller, Y. Donabauer, B. Reisberg - Heuristic Modeling of the Mental Progress of Persons with Normal Brain Aging, Subjective Cognitive Impairment, Mild Cognitive Impairment, Alzheimer's Disease and Related Dementia Disorders - Proceedings of 21st European Modeling… more
2009
B. Rafael, S. Örtl, M. Affenzeller, S. Wagner - Using Heuristic Optimization for Segmentation of Symbolic Music - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5717, No. 1, 2009, pp. 641-648 more
2009
R. Braune, G. Zäpfel, M. Affenzeller - A Computational Study of Lower Bounding Schemes for Total Weighted Tardiness Job SHops - Proceedings of the IEEE 2nd International Symposium on Logistics and Industrial Informatics (Lindi 2009), Linz, Austria, 2009, pp. 102-107 more
2009
R. Mayrhofer, S. M. Winkler, H. Hlavacs, M. Affenzeller, S. Schneider - On Structural Identification of 2D Regression Functions for In-door - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2009, Las Palmas, Spain, 2009, pp. 801-808 more
2009
M. Affenzeller, S. M. Winkler, A. Beham, S. Wagner - On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5717, No. 1, 2009, pp. 777-784 more
2009
S. M. Winkler, M. Hirsch, M. Affenzeller, L. DelRe, S. Wagner - Virtual Sensors for Emissions of a Diesel Engine Produced by Evolutionary System Identification - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5717, No. 1, 2009, pp. 657-664 more
2009
R. Mayrhofer, S. M. Winkler, H. Hlavacs, M. Affenzeller, S. Schneider - On Structural Identification of 2D Regression Functions for In-door Bluetooth Localisation - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5717, No. 1, 2009, pp. 801-808 more
2009
B. Rafael, S. Örtl, M. Affenzeller, S. Wagner - Using Heuristic Optimization for Segmentation of Symbolic Music - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2009, Las Palmas, Spain, 2009, pp. 220-221 more
2009
A. Spanos, S. Wagner, M. Affenzeller - Solving the Job Shop Scheduling Problem Using Parallel Genetic Algorithms - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2009, Las Palmas, Spain, 2009, pp. 252-255 more
2009
S. Wagner, M. Kastner, M. Affenzeller, W. Jacak - Heuristic Methods for Searching and Clustering Hierarchical Workflows - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2009, Las Palmas, Spain, 2009, pp. 256-257 more
2009
M. Kastner, M. Saleh, S. Wagner, M. Affenzeller, W. Jacak - Heuristic Methods for Searching and Clustering Hierarchical Workflows - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5717, No. 1, 2009, pp. 737-744 more
2009
S. Wagner, G. K. Kronberger, A. Beham, S. M. Winkler, M. Affenzeller - Model Driven Rapid Prototyping of Heuristic Optimization Algorithms - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5717, No. 1, 2009, pp. 729-736 more
2008
S. Wagner, G. K. Kronberger, A. Beham, S. M. Winkler, M. Affenzeller - Modeling of Heuristic Optimization Algorithms - Proceedings of the 20th European Modeling and Simulation Symposium, Campora San Giovanni, Italy, 2008, pp. 106-111 more
2008
M. Affenzeller, S. M. Winkler, S. Wagner - Evolutionary System Identification: New Algorithmic Concepts and Applications in Advances in Evolutionary Algorithms (Editors: V. Kordic) - I-Tech Education and Publishing, 2008, pp. 29-48 more
2008
S. M. Winkler, M. Affenzeller, S. Wagner - On the Reliability of Nonlinear Modeling Using Enhanced Genetic Programming Techniques - Proceedings of the Chaotic Modeling and Simulation International Conference CHAOS 2008, Chania, Greece, 2008, pp. 8 more
2008
S. Hutwimmer, S. Wagner, M. Affenzeller, W. Burgstaller, H. Strasser - Algorithm-Based Design of Novel Synthetic Media for Metarhizium Anisopliae Simulating its Nutritional Conditions in the Environment - JOURNAL OF APPLIED MICROBIOLOGY, Vol. 105, No. 2, 2008, pp. 459-468 more
2008
A. Beham, S. M. Winkler, S. Wagner, M. Affenzeller - A Genetic Programming Approach to Solve Scheduling Problems with Parallel Simulation - Proceedings of the 22nd IEEE International Parallel & Distributed Processing Symposium, Miami, United States of America, 2008, pp. 5 more
2008
M. Affenzeller, S. Wagner, S. M. Winkler - Effective Allele Preservation by Offspring Selection: An empirical study for the TSP - Proceedings of the 20th European Modeling and Simulation Symposium, Campora San Giovanni, Italy, 2008, pp. 59-68 more
2008
G. K. Kronberger, S. M. Winkler, M. Affenzeller, S. Wagner - Data Mining via Distributed Genetic Programming Agents - Proceedings of the 20th European Modeling and Simulation Symposium, Campora San Giovanni, Italy, 2008, pp. 95-99 more
2008
A. Beham, M. Affenzeller, S. Wagner, G. K. Kronberger - Simulation Optimization with HeuristicLab - Proceedings of the 20th European Modeling and Simulation Symposium, Campora San Giovanni, Italy, 2008, pp. 75-80 more
2008
S. Hutwimmer, S. Wagner, M. Affenzeller, W. Burgstaller, H. Strasser - Algorithm-Based Design of Synthetic Growth Media Stimulating Virulence Properties of Metarhizium Anisopliae Conidia - JOURNAL OF APPLIED MICROBIOLOGY, Vol. 105, No. 6, 2008, pp. 2026-2034 more
2008
M. Kofler, A. Beham, M. Affenzeller, S. Wagner - Optimization of medical ultrasound transducers with simulation and genetic algorithms - Proceedings of the 20th European Modeling and Simulation Symposium, Campora San Giovanni, Italy, 2008, pp. 100-105 more
2008
S. M. Winkler, M. Affenzeller, S. Wagner - The Use of Genetic Programming in Mechatronics - Proceedings of the International Forum Mechatronics 2008, Stuttgart, Germany, 2008, pp. 344-359 more
2008
S. M. Winkler, M. Affenzeller, S. Wagner - Fine-Grained Population Diversity Estimation for Genetic Programming Based Structure Identification - Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2006, Atlanta, GA, United States of America, 2008, pp. 1435-1436 more
2008
S. M. Winkler, M. Hirsch, M. Affenzeller, L. DelRe, S. Wagner - Incorporating Physical Knowledge about the Formation of Nitric Oxides into Evolutionary System Identification - Proceedings of 20th European Modeling and Simulation Symposium EMSS 2008, Campora San Giovanni, Italy, 2008, pp. 69-74 more
2008
S. M. Winkler, M. Affenzeller, S. Wagner - Variables Diversity in Systems Identification Based on Extended Genetic Programming - INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, Vol. 34, No. 2, 2008, pp. 27-34 more
2007
S. M. Winkler, M. Affenzeller, S. Wagner - Variables Diversity in Systems Identification Based on Genetic Programming - Proceedings of the 16th International Conference on Systems Science, Wroclaw, Poland, 2007, pp. 470-479 more
2007
M. Affenzeller, S. Wagner, S. M. Winkler - Self-Adaptive Population Size Adjustment for Genetic Algorithms - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 4739, No. 4739, 2007, pp. 820-828 more
2007
S. M. Winkler, M. Affenzeller, S. Wagner, G. K. Kronberger, A. Beham - Evolutionäres Design von Virtuellen Sensoren - Proceedings of the Industrial Symposium Mechatronics 2007 on Sensorics, Linz, Austria, 2007, pp. 166-175 more
2007
R. Braune, S. Wagner, M. Affenzeller - Optimization Methods for Large-scale Production Scheduling Problems - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2007, Las Palmas, Spain, 2007, pp. 112-115 more
2007
S. M. Winkler, B. Brandl, M. Affenzeller, S. Wagner - Zeitreihenanalyse von Finanzdaten unter Verwendung von erweiterten Methoden der Genetischen Programmierung - Proceedings of the First Science Symposium of the Austrian Universities for Applied Sciences, Campus Urstein, Austria, 2007, pp. 213-218 more
2007
S. M. Winkler, M. Affenzeller, S. Wagner - Selection Pressure Driven Sliding Window Genetic Programming - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2007, Las Palmas, Spain, 2007, pp. 272-274 more
2007
S. M. Winkler, M. Affenzeller, S. Wagner - Advanced Genetic Programming Based Machine Learning - Journal of Mathematical Modelling and Algorithms, Vol. 6, No. 3, 2007, pp. 455-480 more
2007
S. M. Winkler, H. Efendic, M. Affenzeller, L. DelRe, S. Wagner - On-Line Modeling Based on Genetic Programming - International Journal on Intelligent Systems Technologies and Applications, Vol. 2, No. 2, 2007, pp. 255-270 more
2007
R. Braune, S. Wagner, M. Affenzeller - Optimization Methods for Large-scale Production Scheduling Problems - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 4739, No. 4739, 2007, pp. 812-819 more
2007
M. Affenzeller, S. Wagner, S. M. Winkler - Aspects of Adaptation in Natural and Artificial Evolution - GECCO 2007 Genetic and Evolutionary Computation Conference, London, United Kingdom of Great Britain and Northern Ireland, 2007, pp. 2595-2602 more
2007
S. M. Winkler, M. Affenzeller, S. Wagner - Selection Pressure Driven Sliding Window Genetic Programming - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 4739, No. 4739, 2007, pp. 788-795 more
2007
S. Wagner, S. M. Winkler, E. Pitzer, G. K. Kronberger, A. Beham, R. Braune, M. Affenzeller - Benefits of Plugin-Based Heuristic Optimization Software Systems - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 4739, No. 4739, 2007, pp. 747-754 more
2007
M. Affenzeller, G. K. Kronberger, S. M. Winkler, M. Ionescu, S. Wagner - Heuristic Optimization Methods for the Tuning of Input Parameters of Simulation Models - Proceedings of International Mediterranean Modelling Multiconference I3M2007, Genoa, Italy, 2007, pp. 278-283 more
2006
R. Braune, M. Affenzeller, S. Wagner - Efficient Heuristic Optimization in Single Machine Scheduling - Proceedings of the International Mediterranean Modelling Multiconference (I3M 2015), Barcelona, Spain, 2006, pp. 499-504 more
2006
S. M. Winkler, M. Affenzeller, S. Wagner - HeuristicModeler: A Multi-Purpose Evolutionary Machine Learning Algorithm and its Applications in Medical Data Analysis - Proceedings of the International Mediterranean Modelling Multiconference (I3M 2015), Barcelona, Spain, 2006, pp. 629-634 more
2006
S. M. Winkler, M. Affenzeller, S. Wagner - Advances in Applying Genetic Programming to Machine Learning, Focussing on Classification Problems - Proceedings of the 20th IEEE International Parallel & Distributed Processing Symposium IPDPS 2006, Rhodos, Greece, 2006, pp. 1-10 more
2006
S. M. Winkler, M. Affenzeller, S. Wagner - Automatic Data Based Patient Classification Using Genetic Programming - Cybernetics and Systems 2006, Wien, Austria, 2006, pp. 251-256 more
2006
S. M. Winkler, M. Affenzeller, S. Wagner - Sets of Receiver Operating Characteristic Curves and their Use in the Evaluation of Multi-Class Classification - Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2006, Seattle, United States of America, 2006, pp. 1601-1602 more
2005
S. M. Winkler, M. Affenzeller, S. Wagner - Genetic Programming Based Model Structure Identification Using On-Line System Data - Proceedings of Conceptual Modeling and Simulation Conference (CMS 2005), Marseille, France, 2005, pp. 177-186 more
2005
M. Affenzeller - Population Genetics and Evolutionary Computation - Trauner Verlag Linz, 2005, pp. 1-115 more
2005
M. Affenzeller, S. Wagner, S. M. Winkler - Goal-Oriented Preservation of Essential Genetic Information by Offspring Selection - GECCO 2005 Genetic and Evolutionary Algorithms Conference, Washington D.C., United States of America, 2005, pp. 1595-1596 more
2005
M. Affenzeller, S. Wagner - Offspring Selection: A New Self-Adaptive Selection Scheme for Genetic Algorithms - Adaptive and Natural Computing Algorithms, Coimbra, Portugal, 2005, pp. 218-221 more
2005
S. Wagner, M. Affenzeller - HeuristicLab: A Generic and Extensible Optimization Environment - Adaptive and Natural Computing Algorithms, Coimbra, Portugal, 2005, pp. 538-541 more
2005
R. Braune, S. Wagner, M. Affenzeller - On the Analysis of Crossover Schemes for Genetic Algorithms Applied to the Job Shop Scheduling Problem - Proceedings of the 9th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI) 2005, Orlando, United States of America, 2005, pp. 236-241 more
2005
S. M. Winkler, M. Affenzeller, S. Wagner - Solving Multiclass Classification Problems by Genetic Programming - Proceedings of the 9th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI) 2005, Orlando, United States of America, 2005, pp. 48-53 more
2005
S. Wagner, M. Affenzeller - SexualGA: Gender-Specifc Selection for Genetic Algorithms - Proceedings of the 9th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI) 2005, Orlando, United States of America, 2005, pp. 76-81 more
2005
L. DelRe, P. Langthaler, C. Furtmüller, S. M. Winkler, M. Affenzeller - NOx Virtual Sensor Based on Structure Identification and Global Optimization - SAE 2005 Transaction Journal of Engines, Vol. 14, No. 3, 2005, pp. 126-134 more
2005
S. M. Winkler, H. Efendic, M. Affenzeller, L. DelRe, S. Wagner - On-Line Modeling Based on Genetic Programming - Proceedings of the 1st International Workshop on Automatic Learning and Real-Time (ALaRT'05), Siegen, Germany, 2005, pp. 119-130 more
2005
S. Wagner, M. Affenzeller - The Allele Meta-model - Developing a Common Language for Genetic Algorithms - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 3562, No. 3562, 2005, pp. 202-211 more
2005
M. Affenzeller, S. Wagner, S. M. Winkler - GA-Selection Revisited from an ES-Driven Point of View - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 3562, No. 3562, 2005, pp. 262-271 more
2005
S. M. Winkler, M. Affenzeller, S. Wagner - A Genetic Programming Based Tool for Supporting Bioinformatical Classification Problems - Proceedings of FH Science Day 2005, Steyr, Austria, 2005, pp. 3-10 more
2005
S. M. Winkler, M. Affenzeller, S. Wagner - New Methods for the Identification of Nonlinear Model Structures Based Upon Genetic Programming Techniques - Systems Science, Vol. 31, No. 1, 2005, pp. 5-13 more
2004
S. M. Winkler, M. Affenzeller, S. Wagner - Identifying Nonlinear Model Structures Using Genetic Programming Techniques - Cybernetics and Systems 2004, Wien, Austria, 2004, pp. 689-694 more
2004
G. Weichhart, M. Affenzeller, A. Reitbauer, S. Wagner - Modelling of an Agent-Based Schedule Optimisation System - Proceedings of the IMS International Forum 2004, Gernobbio, Italy, 2004, pp. 1080-1087 more
2004
M. Affenzeller, S. Wagner - The Influence of Population Genetics for the Redesign of Genetic Algorithms - Proceedings of the 15th International Conference on Systems Science, Wroclaw, Poland, 2004, pp. 53-60 more
2004
M. Affenzeller, S. Wagner - Reconsidering the Selection Concept of Genetic Algorithms from a Population Genetics Inspired Point of View - Cybernetics and Systems 2004, Wien, Austria, 2004, pp. 701-706 more
2004
S. Wagner, M. Affenzeller, D. Schragl - Traps and Dangers when Modelling Problems for Genetic Algorithms - Cybernetics and Systems 2004, Wien, Austria, 2004, pp. 79-84 more
2004
R. Braune, S. Wagner, M. Affenzeller - Applying Genetic Algorithms to the Optimization of Production Planning in a Real-World Manufacturing Environment - Cybernetics and Systems 2004, Wien, Austria, 2004, pp. 41-46 more
2004
S. Wagner, M. Affenzeller - HeuristicLab Grid - A Flexible and Extensible Environment for Parallel Heuristic Optimization - Proceedings of the 15th International Conference on Systems Science, Wroclaw, Poland, 2004, pp. 289-296 more
2004
S. Wagner, M. Affenzeller - HeuristicLab Grid - A Flexible and Extensible Environment for Parallel Heuristic Optimization - Systems Science, Vol. 30, No. 4, 2004, pp. 103-110 more
2004
M. Affenzeller, S. Wagner - SASEGASA: A New Generic Parallel Evolutionary Algorithm for Achieving Highest Quality Results - Journal of Heuristics, Vol. 10, No. 3, 2004, pp. 239-263 more
2004
M. Affenzeller, S. Wagner - The Influence of Population Genetics for the Redesign of Genetic Algorithms - Systems Science, Vol. 30, No. 4, 2004, pp. 41-49 more
2004
S. M. Winkler, M. Affenzeller, S. Wagner - New Methods for the Identification of Nonlinear Model Structures Based Upon Genetic Programming Techniques - Proceedings of the 15th International Conference on Systems Science, Wroclaw, Poland, 2004, pp. 386-393 more
2003
S. Wagner, M. Affenzeller, I. K. Ibrahim - Agent-Based Problem Solving: The Ant Colonies Metaphor - The Fifth International Conference on Information Integration and Web-based Applications & Services (iiWAS 2003), Jakarta, Indonesia, 2003, pp. 317-323 more
2003
M. Affenzeller, S. Wagner - SASEGASA: An Evolutionary Algorithm for Retarding Premature Convergence by Self-Adaptive Selection Pressure Steering - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 2686, No. 2686, 2003, pp. 438-445 more
2003
M. Affenzeller - New Hybrid Variants of Genetic Algorithms - Trauner Verlag Linz, 2003, pp. 1-141 more
2003
M. Affenzeller, S. Wagner - A Self-Adaptive Model for Selective Pressure Handling within the Theory of Genetic Algorithms - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 2809, No. 2809, 2003, pp. 384-393 more
2002
R. Mayrhofer, M. Affenzeller, H. Prähofer, G. Hoefer, A. Fried - DEVS Simulation of Spiking Neural Networks - Cybernetics and Systems EMCSR 2002, Wien, Austria, 2002, pp. 573-578 more
2002
M. Affenzeller - New Generic Hybrids Based Upon Genetic Algorithms - LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, Vol. 2527, No. 2527, 2002, pp. 229-239 more
2002
M. Affenzeller, R. Mayrhofer - Generic Heuristics for Combinatorial Optimization Problems - Proceedings of the 9th International Conference on Operational Research, Trogir, Croatia, 2002, pp. 83-92 more
2002
M. Affenzeller - New Variants of Genetic Algorithms Applied to Problems of Combinatorial Optimization - Cybernetics and Systems EMCSR 2002, Wien, Austria, 2002, pp. 75-80 more
2002
M. Affenzeller - A Generic Evolutionary Computation Approach Based Upon Genetic Algorithms and Evolution Strategies - Systems Science, Vol. 28, No. 2, 2002, pp. 59-72 more
2001
M. Affenzeller - Transferring the Concept of Selective Pressure from Evolutionary Strategies to Genetic Algorithms - Proceedings of the 14th International Conference on Systems Science, Wroclaw, Poland, 2001, pp. 346-353 more
2001
M. Affenzeller, F. Pichler, R. Mittelmann - On CAST.FSM Computation of Hierarchical Multi-layer Networks of Automata - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 2178, No. 2178, 2001, pp. 36-44 more
2001
M. Affenzeller - A New Approach to Evolutionary Computation: Segregative Genetic Algorithms (SEGA) - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 2178, No. 2178, 2001, pp. 594-601 more
2001
M. Affenzeller - Segregative Genetic Algorithms (SEGA): A Hybrid Superstructure Upwards Compatible to Genetic Algorithms for Retarding Premature Convergence - The International Journal of Computers, Systems and Signals, Vol. 2, No. 1, 2001, pp. 18-32 more
2014
NPS investigates new methods for priority-rule-based guidance and control of flexible,volatile production processes at the operational shop floor level according to user-definedstrategies. To do so, complex… more
2014
This project aims to develop novel algorithms in order to gain additional optimization potential by modeling and optimizing interrelated logistics and production processes in an integrative way.Efficient… more
2014
In order to achieve high rates of adding value in the future and thus to secure locations and jobs in Upper Austria, productivity and agility must be steadily increased, the transparency and traceability… more
2012
A market  implementation scheme of ramping up energy carrier production and subsequent phase in of large scale gasification is developed  regarding optimal technical and economic performance.… more
2010
HeuristicLab is an open source system for heuristic optimization that features several metaheuristic optimization algorithms (e.g., genetic algorithms, genetic programming, evolution strategies, tabu search,… more
2010
A. BLAHA, E. Preuschl, W. Kurschl, C. David, M. Affenzeller - METHOD FOR DETECTING AN EXTRAORDINARY SITUATION, 2010