Science Field

Artificial intelligence

Science Field

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
W. Roland, M. Kommenda, C. Marschik, J. Miethlinger - Extended Regression Models for Predicting the Pumping Capability and Viscous Dissipation of Two-Dimensional Flows in Single-Screw Extrusion - Polymers, Vol. 11, No. 2, 2019 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 - 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
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, K. Altendorfer, A. Beham, A. Peirleitner - Regression Methods for Surrogate Modeling of a Real Production System Approximating the Influence on Inventory and Tardiness - Proceedings of the 2018 Winter Simulation Conference, Göteborg, Sweden, 2018, pp. 2037-2048 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
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
M. Kommenda - Local Optimization and Complexity Control for Symbolic Regression - Phd Thesis, Johannes Kepler Universität, Austria, 2018, pp. 1-157 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. 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
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
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
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
2017
J. Karder, V. A. Hauder, A. Beham, S. Wagner, M. Affenzeller - Optimization Networks: An Innovative Solution Approach for Practical Logistics Problems in - (Editors: Karl F. Dörner, Matthias Prandtstetter, Friedrich P. Starkl, Tina Wakolbinger (Hrsg.)) - Trauner Verlag Linz, 2017, pp. 47-58 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
C. Crema, A. Depari, A. Flammini, E. Sisinni, T. Haslwanter, C. Crema - IMU-based solution for automatic detection and classification of exercises in the fitness scenario - 2017 IEEE Sensors Applications Symposium (SAS), Glasboro, United States of America, 2017 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
S. Raggl, B. Roljic, K. Schneeberger, A. Beham, S. Wagner, R. Cihal, M. Lettner, M. Wasner - Stahllogistik 4.0 - Die Stahlbranche in Bewegung in - (Contributions to Book: Part/Chapter/Section 6), (Editors: Karl F. Dörner, Matthias Prandtstetter, Friedrich P. Starkl, Tina Wakolbinger (Hrsg.)) - Trauner… more
2017
R. Cihal, A. Beham, S. Raggl, E. Hölzl, K. Probst, H. Moser - Slab Stacking Automation in the Hot Slab Yard as Key Factor for Post-Processing of Cast Slabs - Proceedings of the 9th ECCC European Continuous Casting Conference (ECCC 2017), Vienna, Austria, 2017, pp. 1122-1131 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
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. 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
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
S. Raggl, J. Fechter, A. Beham - A Dynamic Multicommodity Network Flow Problem For Logistics Networks - Proceedings of the 27th European Modeling and Simulation Symposium EMSS 2015, Bergeggi, Italy, 2015, pp. 6 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
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
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
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
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
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
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
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
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
2014
W. Jacak, K. Pröll - Hierarchical feature selection for biological data - Proceedings of the 26th European Modeling and Simulation Symposium EMSS 2014, Bordeaux, France, 2014, pp. 93-99 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. 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
A. Schuler - Regelbasierte Generierung von Benutzerschnittstellen für Mobile Anwendungsplattformen in Gesundheitswesen im Wandel - nationale und internationale Perspektiven (Editors: Erwin Gollner, Magdalena Thaller) - Leykam, 2014, pp. 30-35 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. 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
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
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
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
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
E. Pitzer - Applied Fitness Landscape Analysis - Phd Thesis, Johannes Kepler Universität Linz, Austria, 2013, pp. 165 more
2013
W. Jacak, K. Pröll, S. M. Winkler - Cross classification approach for feature selection - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran Canaria, Spain, 2013, pp. 52-58 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. 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
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
A. Schuler, B. Franz - Rule-Based Generation of Mobile User Interfaces - Proceedings of the 10th International Conference on Information Technology: New Generations (ITNG 2013), Las Vegas, Nevada, USA, Austria, 2013 more
2012
H. Fürschuß, G. Petz, P. Faschang, S. Schaller, S. M. Winkler, V. Dorfer - Qualitative Bedarfserhebung an Opinion Mining Tools im Web 2.0 - Proceedings of 6th FFH 2012, Graz, Austria, 2012, pp. 33-36 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
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
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
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
S. Vonolfen, M. Kofler, A. Beham, W. Achleitner - Optimizing Assembly Line Supply by Integrating Warehouse Picking and Forklift Routing Using Simulation - Proceedings of 2012 Winter Simulation Conference, Berlin, Germany, 2012, pp. 12 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
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
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
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
S. Dreiseitl, M. Osl - Testing the calibration of classification models from first principles - Proceedings of the AMIA Annual Fall Symposium 2012, Chicago, IL., United States of America, 2012, pp. 164-169 more
2012
S. Schaller, S. M. Winkler, V. Dorfer, G. Petz, H. Fürschuß - A Machine Learning Suite for Opinion Mining in Web 2.0 - Proceedings of IEEE APCAST'12 Conference, Sydney, Australia, 2012, pp. 10-13 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
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
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
W. Jacak, K. Pröll - Unsupervised Neural Networks based Scoring and Feature Selection in Biological Data Analysis - Proceedings of IEEE APCAST'12 Conference, Sydney, Australia, 2012, pp. 18-23 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
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
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
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. 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. 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
M. Augstein - Activity Sequence Modeling and Multi-Targeted Clustering for Personalization in E-Learning - Phd Thesis, Institut für Informationsverarbeitung und Mikroprozessortechnik (FIM), JKU, Austria, 2011, pp. 1-221 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. 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. 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
V. Dorfer, S. M. Winkler, T. Kern, S. Blank, G. Petz, P. Faschang - Keyword Clustering in Biomedical Information Retrieval Using Evolutionary Algorithms - Proceedings of the 19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational… more
2011
M. Köck, A. Paramythis - Activity sequence modelling and dynamic clustering for personalized e-learning - Journal of User Modeling and User-Adapted Interaction, Vol. 21, No. 1, 2011, pp. 51-97 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
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
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
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
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
V. Dorfer, S. M. Winkler, T. Kern, S. Blank, G. Petz, P. Faschang - On the Performance of Evolutionary Algorithms in Biomedical Keyword Clustering - Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2011, Dublin, Ireland, 2011 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
W. Jacak, K. Pröll - Neural Networks Based System for Cancer Diagnosis Support - Proceedings of International Conference on Computer Aided Systems Theory EUROCAST 2011, Las Palmas, Spain, 2011, pp. 283-285 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. 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
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
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
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. Vonolfen, A. Beham, M. Affenzeller - Distributed Online-optimization of High-dimensional Vehicle Routing Problems in Energyefficient Mobility - Shaker Verlag, 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
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. 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
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
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
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
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
W. Jacak, K. Pröll - Neural Network Based Tumor Marker Prediction - Proceedeings of 5th International Conference on Broadband Communication, Information Technology & Biomedical Applications, BroadCom 2010, Malaga, Spain, 2010, pp. 1-6 more
2009
S. Dreiseitl, L. Ohno-Machado - Support Vector Machines in Encyclopedia of Medical Decision Making (Editors: M. Kattan) - SAGE Publications, 2009, pp. 1101-1105 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
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, 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
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. 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
W. Jacak, K. Pröll - Resolution of Conflict in Robotic Systems based on local and global Sensor Network - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2009, Las Palmas, Spain, 2009, pp. 1-9 more
2009
S. Wagner - Heuristic Optimization Software Systems - Phd Thesis, Johannes Kepler Universität Linz, Austria, 2009, pp. 139 more
2009
W. Jacak, K. Pröll - Multiagent Architecture for Intelligent Autonomous Systems - Proceedings of the IEEE 2nd International Symposium on Logistics and Industrial Informatics (Lindi 2009), Linz, Austria, 2009, pp. 114-120 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
M. Affenzeller, M. Vorderwinkler, B. Kabelka - Another application of metaheuristics - Automatisierungsatlas 2009, 2009, pp. 734-736 more
2009
M. Affenzeller, S. M. Winkler, S. Wagner, A. Beham - Genetic Algorithms and Genetic Programming - Consortium of Higher Education Researchers, 2009 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
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
2008
M. Osl, S. Dreiseitl, B. Pfeifer, K. Weinberger, H. Klocker, G. Bartsch, G. Schaefer, B. Tilg, A. Graber, C. Baumgartner - A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectronomy - Bioinformatics, Vol. 24, No. 24, 2008, pp. 2908-2914 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
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
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
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. Osl, C. Baumgartner, B. Tilg, S. Dreiseitl - On the Combination of Logistic Regression and Local Probability Estimates - Proceedings of the 3rd International Conference on Broadband Communications, Information Technology and Biomedical Applications, Pretoria, South Africa, 2008, pp. 124-128 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. Vesely, C. Novak, A. Reh, H. Mayr - Incremental Navigation Map Enhancement with GPS Tracks from Heterogeneous Sources - Proceedings of The 2008 Internationa Conference on Machine Learning; Models, Technologies and Applications, Las Vegas, United States of America, 2008, pp. 787-793 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
B. Can, C. Heavey, A. Beham - Simulation-based Evolutionary Optimisation of Buffer Allocation Problem - Proceedings of the Operational Research Society 4th Simulation Workshop (SW08), Worcestershire, England, UK, United Kingdom of Great Britain and Northern Ireland, 2008, pp. 321-324 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
M. Osl, L. Ohno-Machado, S. Dreiseitl - Improving calibration of logistic regression models by local estimates - Proceedings of the AMIA Annual Fall Symposium 2008, Washington, United States of America, 2008, pp. 535-539 more
2008
A. Nebro, F. Luna, E. Alba, B. Dorronsoro, J. Durillo, A. Beham - AbYSS: Adapting Scatter Search to Multiobjective Optimization - IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, Vol. 12, No. 4, 2008, pp. 439-457 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 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
2007
M. Vesely, H. Mayr - Using Self-adapting Navigation Data for Intelligent, Personalized Vehicle Guidance - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2007, Las Palmas, Spain, 2007, pp. 1097-1104 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
A. Beham - Parallel Tabu Search and the Multiobjective Vehicle Routing Problem with Time Windows - Proceedings of the 21st IEEE International Parallel & Distributed Processing Symposium IPDPS 2007, Los Angeles, United States of America, 2007, pp. 203 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
H. Mayr, M. Vesely - I-Navigate: Self-adapting Navigation Maps for Up-to-date, Personalized Navigation in Vehicles and on Foot - Tagungsband des ersten Forschungsforum der österreichischen Fachhochschulen, Fachhochschule Salzburg, Campus Urstein, Austria, 2007, pp. 244-250 more
2007
W. Jacak, K. Pröll - Simulation based contract management in intelligent robotic agent system - Proceedings of International Mediterranean Modelling Multiconference I3M2007, Genoa, Italy, 2007, pp. 10-18 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
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
A. Beham - Parallel Tabu Search and the Multiobjective Capacitated Vehicle Routing Problem with Soft Time Windows - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 4739, No. 4739, 2007, pp. 829-836 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
G. K. Kronberger, R. Braune - Bandit-Based Monte-Carlo Planning for the Single-Machine Total Weighted Tardiness Scheduling Problem - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 4739, No. 4739, 2007, pp. 837-844 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
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
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
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
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, 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
W. Jacak, K. Pröll - Heuristic Approach to Conflict Problem Solving in an Intelligent Multiagent System - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 4739, No. 4739, 2007, pp. 772-780 more
2007
W. Jacak, K. Pröll - Heuristic Method for Conflict Problem Solving in an Intelligent Multiagent System - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2007, Las Palmas, Spain, 2007, pp. 266-271 more
2006
S. M. Winkler, H. Efendic, L. DelRe - Quality Pre-Assesment in Steel Industry Using Data Based Estimators - Proceedings of the IFAC Workshop MMM’2006 on Automation in Mining, Mineral and Metal Industry, Cracow, Poland, 2006, pp. 185-190 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
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
G. Zäpfel, R. Braune - Anwendung eines Genetischen Algorithmus zur Lösung des Problems der Maschinenbelegung - WIRTSCHAFTSWISSENSCHAFTLICHES STUDIUM, Vol. 35, No. 10, 2006, pp. 587-591 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
A. Nebro, F. Luna, E. Alba, A. Beham - Un Estudio de la Aplicación del Algoritmo de Búsqueda Dispersa a Optimización Multiobjetivo - Proceedings of the 4th Spanish Conference on Metaheuristics, Evolutionary and Bioinspired Algorithms (MAEB'2005), Granada, Spain, 2005, pp. 161-168 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
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
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
G. Zäpfel, R. Braune - Moderne Heuristiken der Produktionsplanung - Vahlen, 2005 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
M. Affenzeller - Population Genetics and Evolutionary Computation - Trauner Verlag Linz, 2005, pp. 1-115 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
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
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
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
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 - A Genetic Programming Based Tool for Supporting Bioinformatical Classification Problems - Proceedings of FH Science Day 2005, Steyr, Austria, 2005, pp. 3-10 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
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
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. 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
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
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
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
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
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 - Looking Inside Genetic Algorithms - Trauner Verlag Linz, 2004 more
2004
S. M. Winkler - Identifying Nonlinear Model Structures Using Genetic Programming - Johannes Kepler Universität Linz, 2004 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
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, 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
2003
M. Affenzeller - New Hybrid Variants of Genetic Algorithms - Trauner Verlag Linz, 2003, pp. 1-141 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
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 Generic Hybrids Based Upon Genetic Algorithms - LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, Vol. 2527, No. 2527, 2002, pp. 229-239 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
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 - 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
W. Jacak, K. Pröll, S. Dreiseitl, J. Rozenblit - Conflict Management in Multiagent Robotic System: FSM and Fuzzy Logic Approach - Proceedings of IEEE Intern. Conference System Man Cybernetics SMC'2001, Tucson, United States of America, 2001, pp. 1593-1598 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
2001
W. Jacak, K. Pröll, S. Dreiseitl - Conflict Management in Intelligent Robotic System based on FSM Approach - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 2178, No. 2178, 2001, pp. 52-66 more
2000
W. Jacak, K. Pröll - Multiagent approach to intelligent control of robot - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 1798, No. 1798, 2000, pp. 38-48 more
1999
W. Jacak - Intelligent Robotic Systems: Design, Planning and Control - Kluwer Academic Publisher, 1999, pp. 1-320 more