Prof. (FH) Priv.-Doz. DI Dr. Michael Affenzeller

Phone:	+43 (0)50804-22031
Fax:	+43 (0)50804-22099
E-Mail:	michael.affenzeller@fh-hagenberg.at

Education:

11/2001 - 7/2004	Johannes Kepler University of Linz, Applied Systems Science, habilitation (Priv.-Doz.)
10/1999 - 11/2001	Johannes Kepler University of Linz, Technical Sciences, Dr.techn.
10/1991 - 10/1997	Johannes Kepler UniveUniversity of Linz, Industrial Mathematics (area of concentration: mathematical computer science), Dipl.-Ing.

Career & Activities:

11/2005 - dato	Upper Austrian University of Applied Sciences, Department of Software Engineering, Heuristic and Evolutionary Algorithms Lab (HEAL), University lecturer, Teaching and research
12/1999 - 10/2005	Institute of Systems Science, Johannes Kepler University of Linz, University assistant / Assistant professor, Research and teaching
9/1998 - 11/1999	Voest Alpine Industrieanlagenbau, Abteilung für Automation, Linz, Designing engineer , Design of thermal and metallurgical models
7/1991 - 9/1997	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

Wissenschaftsgebiete:

Forschungsgebiete:

Forschungseinheiten:

Publications:

2012	Large Scale Parameter Meta-Optimization of Metaheuristic Optimization Algorithms with HeuristicLab Hive C. Neumüller, A. Scheibenpflug, S. Wagner, A. Beham, M. Affenzeller - Large Scale Parameter Meta-Optimization of Metaheuristic Optimization Algorithms with HeuristicLab Hive - Actas del octavo Congreso Español sobre Metaheurística, Algorítmos Evolutivos y Bioinspirados (MAEB'2012), Albacete, Spanien, 2012, pp. 8
2012	Market Basket Analysis of Retail Data : Supervised Learning Approach 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
2012	Slotting Strategien zur Wegoptimierung in dynamischen Logistikzentren M. Kofler, A. Beham, S. Wagner, M. Affenzeller, W. Achleitner - Slotting Strategien zur Wegoptimierung in dynamischen Logistikzentren - Tagungsband FFH 2012, Graz, Österreich, 2012, pp. 5
2012	Application of Symbolic Regression on Blast Furnace and Temper Mill Datasets 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
2012	The Multi-Period Storage Location Assignment Problem M. Kofler, A. Beham, S. Wagner, M. Affenzeller, W. Achleitner - The Multi-Period Storage Location Assignment Problem - Proceedings of IEEE APCAST'12 Conference, Sydney, Australien, 2012, pp. 38-41
2012	Parameter Meta-optimization of Metaheuristic Optimization Algorithms 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
2012	Structural Analysis of Vehicle Routing Problems using General Fitness Landscape Analysis and Problem Specific Measures 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, Australien, 2012
2012	Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based Tumor Marker Modeling 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
2012	Improving the Parsimony of Regression Models for an Enhanced Genetic Programming Process 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
2012	Optimal Scheduling of Electric Individual Traffic Under Probabilistic Conditions S. Hutterer, F. Auinger, M. Affenzeller - Optimal Scheduling of Electric Individual Traffic Under Probabilistic Conditions - Tagungsband FFH 2012, Graz, Österreich, 2012
2011	Data Based Prediction of Classification of Tumor Markers AFP, CA-125, CA15-3, CEA, CYFRA, and PSA. 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, Deutschland, 2011
2011	New Genetic Programming Hypothesis Search Strategies for Improving the Interpretability in Medical Data Mining Applications 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, Italien, 2011
2011	Heuristic Power Scheduling of Electric Vehicle Battery Charging based on Discrete Event Simulation S. Hutterer, M. Affenzeller, F. Auinger - Heuristic Power Scheduling of Electric Vehicle Battery Charging based on Discrete Event Simulation - Extended Abstracts - 13th International Conference on Computer Aided Systems Theory, Eurocast 2011, Las Palmas de Gran Canaria, Spanien, 2011
2011	Simulation-based evolution of municipal glass-waste collection strategies utilizing electric trucks 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, Ungarn, 2011, pp. 177-182
2011	Macro-economic Time Series Modeling and Interaction Networks 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
2011	Genetic Programming for the Data Based Generation of Medical Diagnosis Models. 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, Deutschland, 2011
2011	A Comprehensive Survey on Fitness Landscape E. Pitzer, M. Affenzeller - A Comprehensive Survey on Fitness Landscape 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
2011	Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based Tumor Marker Modeling 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 2011, Las Palmas, Spanien, 2011, pp. 4
2011	Comparison of Metaheuristic Algorithms for Simulation Based OPF Computation S. Hutterer, F. Auinger, M. Affenzeller - Comparison of Metaheuristic Algorithms for Simulation Based OPF Computation - Proceedings EuroSimE 2011, Linz, Österreich, 2011
2011	Production Fine Planning Using a Solution Archive of Priority Rules. 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, Ungarn, 2011, pp. 111-116
2011	Simulation-based Heuristic Sampling for the Integration of Supply- and Demand-Side Stochastic Influences S. Hutterer, F. Auinger, M. Affenzeller - Simulations-basiertes heuristisches Sampling zur Integration erzeuger- und verbraucherseitiger unsicherer Einflüsse - ComForEn 2011 - Kommunikation für Energienetze der Zukunft, Wels, Österreich, 2011
2011	HeuristicLab 3.3: An Extendable and Flexible Software System for Heuristic Optimization 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: Ein erweiterbares und flexibles Softwaresystem für heuristische Optimierung - Tagungsband FFH 2011 (5. Forschungsforum der österreichischen Fachhochschulen), Wien (Favoriten), Österreich, 2011, pp. 164-165
2011	Analysis of the Effects of Enhanced Selection Concepts for Genetic Programming Based Structure Identification Using Fine-Grained Population Diversity Estimation 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, Irland, 2011
2011	Analysis of Allele Distribution Dynamics in Different Genetic Algorithms 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) - Springer Verlag, 2011, pp. 3-30
2011	Identification of Cancer Diagnosis Estimation Models Using Evolutionary Algorithms - A Case Study for Breast Cancer, Melanoma, and Cancer in the Respiratory System 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, Irland, 2011
2011	A New Metric to Measure Distances Between Solutions to the Quadratic Assignment Problem 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, Ungarn, 2011, pp. 6
2011	Mutation Effects in Genetic Algorithms with Offspring Selection Applied to Combinatorial Optimization Problems S. Wagner, M. Affenzeller, A. Beham, G. K. Kronberger, S. M. Winkler - Mutationseffekte in genetischen Algorithmen mit Offspring Selection zur Lösung kombinatorischer Optimierungsprobleme - Tagungsband FFH 2011 (5. Forschungsforum der österreichischen Fachhochschulen), Wien (Favoriten), Österreich, 2011, pp. 162-163
2011	Lower Bounds for Single Machine Subproblems Occuring in Weighted Tardiness Oriented Shifting Bottleneck Procedures 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, Frankreich, 2011, pp. 25-32
2011	Data Based Identification of Estimation Models for Tumor Markers Using Evolutionary Computation 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 (ISMB) and 10th European Conference on Computational Biology (ECCB), Vienna, Österreich, 2011
2011	Re-Warehousing vs. Healing: Strategies for Warehouse Storage Location Assignment 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, Ungarn, 2011, pp. 6
2011	Overfitting Detection and Adaptive Covariant Parsimony Pressure for Symbolic Regression 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, Irland, 2011, pp. 631-638
2011	On the Use of Estimated Tumor Marker Classifications in Tumor Diagnosis Prediction - A Case Study for Breast Cancer 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, Italien, 2011
2011	Optimization of Parameter Settings for Genetic Algorithms in Music Segmentation B. Rafael, S. Örtl, M. Affenzeller, S. Wagner - Optimization of Parameter Settings for Genetic Algorithms in Music Segmentation - Proceedings of International Conference on Computer Aided Systems Theory EUROCAST 2011, Las Palmas, Spanien, 2011, pp. 242-243
2011	Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab E. Pitzer, M. Affenzeller, A. Beham, S. Wagner - Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab - Proceedings of International Conference on Computer Aided Systems Theory EUROCAST 2011, Las Palmas, Spanien, 2011, pp. 424-431
2011	Combination and Comparison of Different Genetic Encodings for the Vehicle Routing Problem S. Vonolfen, A. Beham, M. Affenzeller, S. Wagner, A. Mayr - Combination and Comparison of Different Genetic Encodings for the Vehicle Routing Problem - Extended Abstracts - 13th International Conference on Computer Aided Systems Theory, Eurocast 2011, Las Palmas de Gran Canaria, Spanien, 2011
2011	Solving large-scale vehicle routing problem instances using an island-model offspring selection genetic algorithm 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, Ungarn, 2011, pp. 27-31
2011	Data Mining using Unguided Symbolic Regression on a Blast Furnace Dataset 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
2010	Overview: A Simulation Based Metaheuristic Optimization Approach to Optimal Power Dispatch Related to Smart Electric Grids 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
2010	Analysis of Structural Similarities of Mathematical Models in the Context of Genetic Programming S. M. Winkler, M. Affenzeller, S. Wagner, G. K. Kronberger, M. Kommenda - Analyse der Strukturellen Ähnlichkeit von Mathematischen Modellen im Zusammenhang mit Genetischer Programmierung - Tagungsband des 4. Forschungsforums der österreichischen Fachhochschulen, Pinkafeld, Österreich, 2010, pp. 315-320
2010	Prediction of Blood Demands in a Hospital 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, Marokko, 2010, pp. 6
2010	Feature Selection in the Analysis of Tumor Marker Data Using Evoutionary Algorithms 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, Marokko, 2010, pp. 1-6
2010	Reassigning Storage Locations in a Warehouse to Optimize the Order Picking Process 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, Marokko, 2010, pp. 77-82
2010	Analysis of the Dynamics of Allele Distribution for some Selected GA-variants 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, Spanien, 2010, pp. 13-18
2010	Using ERP-Driven Flow Analysis to Optimize a Constrained Facility Layout Problem 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, Marokko, 2010, pp. 71-76
2010	Heuristic Modeling of Time Course Data of Patiens Suffering from Alzheimer's Disease S. M. Winkler, S. Auer, M. Affenzeller - Heuristische Modellierung der Krankheitsverlaufsdaten von Menschen mit Alzheimer Demenz - Tagungsband des 4. Forschungsforums der österreichischen Fachhochschulen, Pinkafeld, Österreich, 2010, pp. 23-28
2010	A Simulation-Based Approach to the Vehicle Routing Problem 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, Marokko, 2010, pp. 363-368
2010	Symbolic Regression with Sampling 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, Marokko, 2010, pp. 13-18
2010	Enhanced Priority Rule Synthesis with Waiting Conditions 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, Marokko, 2010, pp. 65-70
2010	Distributed Online-optimization of High-dimensional Vehicle Routing Problems S. Vonolfen, A. Beham, M. Affenzeller - Verteilte Online Optimierung für hochdimensionale Tourenpläne in Energieeffiziente Mobilität - Shaker Verlag, 2010
2010	On the Benefits of a Domain-Specific Language for Modeling Metaheuristic Optimization Algorithms 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, Marokko, 2010, pp. 59-64
2010	Effects of Mutation Before and After Offspring Selection in Genetic Programming for Symbolic Regression 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, Marokko, 2010, pp. 37-42
2010	Effective allele preservation by offspring selection: an empirical study for the TSP 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
2010	Simulation- Based Optimization with Metaheuristics for Optimal Power Distribution in Smart Electric Grids S. Hutterer, M. Affenzeller - Simulationsbasierte Optimierung mit Metaheuristiken für Optimale Leistungsverteilung im Rahmen von Smart Electric Grids in Energieeffiziente Mobilität - Shaker Verlag, 2010, pp. 75-82
2010	Mutation Effects in Genetic Algorithms with Offspring Selection Applied to Combinatorial Optimization Problems 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, Marokko, 2010, pp. 43-48
2010	On-Line Parameter Optimization Strategies for Metaheuristics 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, Marokko, 2010, pp. 31-36
2010	Classification of Tumor Marker Values Using Heuristic Data Mining Methods 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, Vereinigte Staaten von Amerika, 2010, pp. 8
2010	A Closer Look Down the Basins of Attraction E. Pitzer, M. Affenzeller, A. Beham - A Closer Look Down the Basins of Attraction - 2010 UK Workshop on Computational Intelligence (UKCI), Colchester, Vereinigtes Königreich von Großbritannien und Nordirland, 2010, pp. 6
2010	HeuristicLab 3.3: A unified approach to metaheuristic optimization 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 - Actas del séptimo congreso español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'2010), Valencia, Spain, Spanien, 2010, pp. 8
2009	Evolutionary Selection in Simulation-based Optimization 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
2009	Modeling of Heuristic Optimization Algorithms 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, Spanien, 2009, pp. 106-111
2009	Priority Rule Generation With a Genetic Algorithm to Minimize Sequence Dependent Setup Costs 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
2009	Solving the Job Shop Scheduling Problem Using Parallel Genetic Algorithms 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, Spanien, 2009, pp. 252-255
2009	Using Enhanced Genetic Programming Techniques for Evolving Classifiers in the Context of Medical Diagnosis 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
2009	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 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 and Simulation Symposium EMSS 2009, Tenerife, Spanien, 2009, pp. 167-172
2009	Metaheuristic Optimization M. Affenzeller, S. M. Winkler, S. Wagner, A. Beham, G. K. Kronberger, M. Kofler - Metaheuristic Optimization in Hagenberg Research - Springer Verlag, 2009, pp. 103-156
2009	System Identification of Blast Furnace Processes with Genetic Programming G. K. Kronberger, C. Feilmayr, M. Kommenda, S. M. Winkler, M. Affenzeller, T. Buergler - System Identification of Blast Furnace Processes with Genetic Programming - Proceedings of the IEEE 2nd International Symposium on Logistics and Industrial Informatics (Lindi 2009), Linz, Österreich, 2009, pp. 63-68
2009	Simulation Optimization with HeuristicLab 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, Spanien, 2009, pp. 75-80
2009	Heuristic Methods for Searching and Clustering Hierarchical Workflows 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, Spanien, 2009, pp. 256-257
2009	Fine Grained Population Diversity Analysis for Parallel Genetic Programming 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, Italien, 2009, pp. 8
2009	On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms 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
2009	Coupling Simulation with HeuristicLab to Solve Facility Layout Problems 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, Vereinigte Staaten von Amerika, 2009, pp. 2205-2217
2009	Evolutionary Selection in Simulation-based Optimization A. Beham, M. Kofler, M. Affenzeller, S. Wagner - Evolutionary Selection in Simulation-based Optimization - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2009, Las Palmas, Spanien, 2009, pp. 262-263
2009	On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms M. Affenzeller, S. M. Winkler, A. Beham, S. Wagner - On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2009, Las Palmas, Spanien, 2009, pp. 268-270
2009	Another application of metaheuristics M. Affenzeller, M. Vorderwinkler, B. Kabelka - Eine neue Anwendung von Metaheuristiken - Automatisierungsatlas 2009, 2009, pp. 734-736
2009	Evaluation of Dispatching Strategies for the Optimization of a Real-World Production Plant 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, Österreich, 2009, pp. 25-30
2009	Data Mining via Distributed Genetic Programming Agents 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, Spanien, 2009, pp. 95-99
2009	Heuristic Methods for Searching and Clustering Hierarchical Workflows 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
2009	Analysis of Patient Data and Evolutionary Design of Virtual Sensors for Diseases S. M. Winkler, M. Affenzeller, S. Wagner, G. K. Kronberger - Analyse von Patientendaten und Evolutionäres Design von Virtuellen Sensoren für Erkrankungen - Tagungsband des 3. Forschungsforums der österreichischen Fachhochschulen, Fachhochschule Kärnten, Villach, Österreich, 2009, pp. 56-61
2009	On Structural Identification of 2D Regression Functions for In-door Bluetooth Localisation 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
2009	Agent-based simulation of dispatching rules in dynamic pickup and delivery problems 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, Österreich, 2009, pp. 1-6
2009	Genetic Algorithms and Genetic Programming M. Affenzeller, S. M. Winkler, S. Wagner, A. Beham - Genetic Algorithms and Genetic Programming - CRC Press (Taylor & Francis Group), 2009
2009	Using Heuristic Optimization for Segmentation of Symbolic Music 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
2009	About the Dynamics of Essential Genetic Information: An Empirical Analysis for Selected GA-Variants 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
2009	On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection 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
2009	Effective Allele Preservation by Offspring Selection: An empirical study for the TSP 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, Spanien, 2009, pp. 59-68
2009	Model Driven Rapid Prototyping of Heuristic Optimization Algorithms 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
2009	On the Reliability of Nonlinear Modeling Using Enhanced Genetic Programming Techniques 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
2009	A Computational Study of Lower Bounding Schemes for Total Weighted Tardiness Job SHops 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, Österreich, 2009, pp. 102-107
2009	Virtual Sensors for Emissions of a Diesel Engine Produced by Evolutionary System Identification 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
2009	On Crossover Success Rate in Genetic Programming with Offspring Selection 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
2009	Application of Genetic Programming on Temper Mill Datasets 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, Österreich, 2009, pp. 58-62
2009	Optimization of medical ultrasound transducers with simulation and genetic algorithms 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, Spanien, 2009, pp. 100-105
2009	Using Heuristic Optimization for Segmentation of Symbolic Music 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, Spanien, 2009, pp. 220-221
2009	Model Driven Rapid Prototyping of Heuristic Optimization Algorithms S. Wagner, G. K. Kronberger, A. Beham, S. M. Winkler, M. Affenzeller - Model Driven Rapid Prototyping of Heuristic Optimization Algorithms - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2009, Las Palmas, Spanien, 2009, pp. 250-251
2008	Variables Diversity in Systems Identification Based on Extended Genetic Programming 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
2008	Evolutionary System Identification: New Algorithmic Concepts and Applications 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
2008	The Use of Genetic Programming in Mechatronics S. M. Winkler, M. Affenzeller, S. Wagner - Der Einsatz von Genetischer Programmierung in der Mechatronik - Proceedings of the International Forum Mechatronics 2008, Stuttgart, Deutschland, 2008, pp. 344-359
2008	A Genetic Programming Approach to Solve Scheduling Problems with Parallel Simulation 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, Vereinigte Staaten von Amerika, 2008, pp. 5
2008	On the Reliability of Nonlinear Modeling Using Enhanced Genetic Programming Techniques 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, Griechenland, 2008, pp. 8
2007	Benefits of Plugin-Based Heuristic Optimization Software Systems 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
2007	Optimization Methods for Large-scale Production Scheduling Problems 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, Spanien, 2007, pp. 112-115
2007	Selection Pressure Driven Sliding Window Genetic Programming 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, Spanien, 2007, pp. 272-274
2007	Selection Pressure Driven Sliding Window Genetic Programming 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
2007	Benefits of Plugin-Based Heuristic Optimization Software Systems S. Wagner, S. M. Winkler, E. Pitzer, G. K. Kronberger, A. Beham, R. Braune, M. Affenzeller - Benefits of Plugin-Based Heuristic Optimization Software Systems - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2007, Las Palmas, Spanien, 2007, pp. 259-261
2007	Self-Adaptive Population Size Adjustment for Genetic Algorithms M. Affenzeller, S. Wagner, S. M. Winkler - Self-Adaptive Population Size Adjustment for Genetic Algorithms - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2007, Las Palmas, Spanien, 2007, pp. 283-284
2007	Advanced Genetic Programming Based Machine Learning 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
2007	Evolutionäres Design von Virtuellen Sensoren 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, Österreich, 2007, pp. 166-175
2007	Aspects of Adaptation in Natural and Artificial Evolution M. Affenzeller, S. Wagner, S. M. Winkler - Aspects of Adaptation in Natural and Artificial Evolution - GECCO 2007 Genetic and Evolutionary Computation Conference, London, Vereinigtes Königreich von Großbritannien und Nordirland, 2007, pp. 2595-2602
2007	On-Line Modeling Based on Genetic Programming 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
2007	Optimization Methods for Large-scale Production Scheduling Problems 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
2007	Variables Diversity in Systems Identification Based on Genetic Programming 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, Polen, 2007, pp. 470-479
2007	Heuristic Optimization Methods for the Tuning of Input Parameters of Simulation Models 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, Italien, 2007, pp. 278-283
2007	Self-Adaptive Population Size Adjustment for Genetic Algorithms 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
2007	Zeitreihenanalyse von Finanzdaten unter Verwendung von erweiterten Methoden der Genetischen Programmierung 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, Puch, Österreich, 2007, pp. 213-218
2006	Using Enhanced Genetic Programming Techniques for Evolving Classifiers in the Context of Medical Diagnosis - An Empirical Study S. M. Winkler, M. Affenzeller, S. Wagner - Using Enhanced Genetic Programming Techniques for Evolving Classifiers in the Context of Medical Diagnosis - An Empirical Study - Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2006, Seattle, Vereinigte Staaten von Amerika, 2006, pp. 1-10
2006	Sets of Receiver Operating Characteristic Curves and their Use in the Evaluation of Multi-Class Classification 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, Vereinigte Staaten von Amerika, 2006, pp. 1601-1602
2006	Advances in Applying Genetic Programming to Machine Learning, Focussing on Classification Problems 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, Griechenland, 2006, pp. 1-10
2006	Automatic Data Based Patient Classification Using Genetic Programming S. M. Winkler, M. Affenzeller, S. Wagner - Automatic Data Based Patient Classification Using Genetic Programming - Cybernetics and Systems 2006, Wien, Österreich, 2006, pp. 251-256
2006	HeuristicModeler: A Multi-Purpose Evolutionary Machine Learning Algorithm and its Applications in Medical Data Analysis 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 2006), Barcelona, Spanien, 2006, pp. 629-634
2006	Efficient Heuristic Optimization in Single Machine Scheduling R. Braune, M. Affenzeller, S. Wagner - Efficient Heuristic Optimization in Single Machine Scheduling - Proceedings of the International Mediterranean Modelling Multiconference (I3M 2006), Barcelona, Spanien, 2006, pp. 499-504
2005	NOx Virtual Sensor Based on Structure Identification and Global Optimization 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. 1, No. 1, 2005, pp. 9
2005	Genetic Programming Based Model Structure Identification Using On-Line System Data 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, Frankreich, 2005, pp. 177-186
2005	Population Genetics and Evolutionary Computation M. Affenzeller - Population Genetics and Evolutionary Computation - Trauner Verlag Linz, 2005, pp. 1-115
2005	HeuristicLab: A Generic and Extensible Optimization Environment S. Wagner, M. Affenzeller - HeuristicLab: A Generic and Extensible Optimization Environment - Adaptive and Natural Computing Algorithms, Coimbra, Portugal, 2005, pp. 538-541
2005	A Genetic Programming Based Tool for Supporting Bioinformatical Classification Problems S. M. Winkler, M. Affenzeller, S. Wagner - A Genetic Programming Based Tool for Supporting Bioinformatical Classification Problems - Proceedings of FH Science Day 2005, Steyr, Österreich, 2005, pp. 3-10
2005	On the Analysis of Crossover Schemes for Genetic Algorithms Applied to the Job Shop Scheduling Problem 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, Vereinigte Staaten von Amerika, 2005, pp. 236-241
2005	GA-Selection Revisited from an ES-Driven Point of View 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
2005	On-Line Modeling Based on Genetic Programming 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, Deutschland, 2005, pp. 119-130
2005	SexualGA: Gender-Specifc Selection for Genetic Algorithms 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, Vereinigte Staaten von Amerika, 2005, pp. 76-81
2005	Offspring Selection: A New Self-Adaptive Selection Scheme for Genetic Algorithms 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
2005	Solving Multiclass Classification Problems by Genetic Programming 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, Vereinigte Staaten von Amerika, 2005, pp. 48-53
2005	The Allele Meta-model - Developing a Common Language for Genetic Algorithms 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
2005	Goal-Oriented Preservation of Essential Genetic Information by Offspring Selection 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., Vereinigte Staaten von Amerika, 2005, pp. 1595-1596
2005	New Methods for the Identification of Nonlinear Model Structures Based Upon Genetic Programming Techniques 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
2004	New Methods for the Identification of Nonlinear Model Structures Based Upon Genetic Programming Techniques 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, Polen, 2004, pp. 386-393
2004	The Influence of Population Genetics for the Redesign of Genetic Algorithms 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, Polen, 2004, pp. 53-60
2004	HeuristicLab Grid - A Flexible and Extensible Environment for Parallel Heuristic Optimization 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, Polen, 2004, pp. 289-296
2004	Identifying Nonlinear Model Structures Using Genetic Programming Techniques S. M. Winkler, M. Affenzeller, S. Wagner - Identifying Nonlinear Model Structures Using Genetic Programming Techniques - Cybernetics and Systems 2004, Wien, Österreich, 2004, pp. 689-694
2004	Modelling of an Agent-Based Schedule Optimisation System G. Weichhart, M. Affenzeller, A. Reitbauer, S. Wagner - Modelling of an Agent-Based Schedule Optimisation System - Proceedings of the IMS International Forum 2004, Gernobbio, Italien, 2004, pp. 1080-1087
2004	Applying Genetic Algorithms to the Optimization of Production Planning in a Real-World Manufacturing Environment 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, Österreich, 2004, pp. 41-46
2004	The Influence of Population Genetics for the Redesign of Genetic Algorithms 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
2004	Traps and Dangers when Modelling Problems for Genetic Algorithms S. Wagner, M. Affenzeller, D. Schragl - Traps and Dangers when Modelling Problems for Genetic Algorithms - Cybernetics and Systems 2004, Wien, Österreich, 2004, pp. 79-84
2004	SASEGASA: A New Generic Parallel Evolutionary Algorithm for Achieving Highest Quality Results 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
2004	Reconsidering the Selection Concept of Genetic Algorithms from a Population Genetics Inspired Point of View M. Affenzeller, S. Wagner - Reconsidering the Selection Concept of Genetic Algorithms from a Population Genetics Inspired Point of View - Cybernetics and Systems 2004, Wien, Österreich, 2004, pp. 701-706
2004	HeuristicLab Grid - A Flexible and Extensible Environment for Parallel Heuristic Optimization 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
2003	Agent-Based Problem Solving: The Ant Colonies Metaphor 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, Indonesien, 2003, pp. 317-323
2003	SASEGASA: An Evolutionary Algorithm for Retarding Premature Convergence by Self-Adaptive Selection Pressure Steering 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
2003	A Self-Adaptive Model for Selective Pressure Handling within the Theory of Genetic Algorithms M. Affenzeller, S. Wagner - A Self-Adaptive Model for Selective Pressure Handling within the Theory of Genetic Algorithms - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2003, Las Palmas, Spanien, 2003, pp. 160-162
2003	A Self-Adaptive Model for Selective Pressure Handling within the Theory of Genetic Algorithms 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
2003	New Hybrid Variants of Genetic Algorithms M. Affenzeller - New Hybrid Variants of Genetic Algorithms - Trauner Verlag Linz, 2003, pp. 1-141
2002	Generic Heuristics for Combinatorial Optimization Problems M. Affenzeller, R. Mayrhofer - Generic Heuristics for Combinatorial Optimization Problems - Proceedings of the 9th International Conference on Operational Research, Trogir, Kroatien, 2002, pp. 83-92
2002	New Variants of Genetic Algorithms Applied to Problems of Combinatorial Optimization M. Affenzeller - New Variants of Genetic Algorithms Applied to Problems of Combinatorial Optimization - Cybernetics and Systems EMCSR 2002, Wien, Österreich, 2002, pp. 75-80
2002	DEVS Simulation of Spiking Neural Networks R. Mayrhofer, M. Affenzeller, H. Praehofer, G. Hoefer - DEVS Simulation of Spiking Neural Networks - Cybernetics and Systems EMCSR 2002, Wien, Österreich, 2002, pp. 573-578
2002	A Generic Evolutionary Computation Approach Based Upon Genetic Algorithms and Evolution Strategies M. Affenzeller - A Generic Evolutionary Computation Approach Based Upon Genetic Algorithms and Evolution Strategies - Systems Science, Vol. 28, No. 2, 2002, pp. 59-72
2002	New Generic Hybrids Based Upon Genetic Algorithms M. Affenzeller - New Generic Hybrids Based Upon Genetic Algorithms - LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, Vol. 2527, No. 2527, 2002, pp. 229-239
2001	Transferring the Concept of Selective Pressure from Evolutionary Strategies to Genetic Algorithms M. Affenzeller - Transferring the Concept of Selective Pressure from Evolutionary Strategies to Genetic Algorithms - Proceedings of the 14th International Conference on Systems Science, Wroclaw, Polen, 2001, pp. 346-353
2001	Segregative Genetic Algorithms (SEGA): A Hybrid Superstructure Upwards Compatible to Genetic Algorithms for Retarding Premature Convergence 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
2001	A New Approach to Evolutionary Computation: Segregative Genetic Algorithms (SEGA) 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
2001	On CAST.FSM Computation of Hierarchical Multi-layer Networks of Automata 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

Upper Austria

University of Applied Sciences - Research Documentation

Prof. (FH) Priv.-Doz. DI Dr. Michael Affenzeller

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2009	Entwicklung von Methoden zur Automatisierung der operativen Produktionssteuerung unter dem Gesichtspunkt des nachhaltigen Wirtschaftens
2008	Josef Ressel-Center for Heuristic Optimization
2007	Emergency Mission Control Center
2007	Intelligent Production Steering
2006	Heuristische Produktionsfeinplanung
2006	Virtual Sensor Design by Genetic Programming
2005	Produktionsplanungsoptimierung