Stefan Wagner

发表

Using Genetic Programming in Nonlinear Model Identification

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2012 .

SASEGASA: A New Generic Parallel Evolutionary Algorithm for Achieving Highest Quality Results

Michael Affenzeller, Stefan Wagner, M. Affenzeller, 2004, J. Heuristics.

Symbolic regression with sampling

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2010 .

Application of Symbolic Regression on Blast Furnace and Temper Mill Datasets

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2011, EUROCAST.

Evolving Programs: Genetic Programming

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009 .

Release Planning in a Hybrid Project Environment

Stefan Wagner, Kristina Marner, Sven Theobald, 2019, LADS/MIDI.

Mutation effects in genetic algorithms with offspring selection applied to combinatorial optimization problems

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2010 .

Solving large-scale vehicle routing problem instances using an island-model offspring selection genetic algorithm

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2011, 3rd IEEE International Symposium on Logistics and Industrial Informatics.

Integrated Performance Measurement for Optimization Networks in Smart Enterprises

Stefan Wagner, Andreas Beham, Viktoria A. Hauder, 2016, OTM Workshops.

Re-warehousing vs. healing: Strategies for warehouse storage location assignment

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2011, 3rd IEEE International Symposium on Logistics and Industrial Informatics.

Gaining Deeper Insights in Symbolic Regression

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2013, GPTP.

A Safety Argumentation for Fail-Operational Automotive Systems in Compliance with ISO 26262

Stefan Wagner, Stefanie Schraufstetter, Tobias Schmid, 2019, 2019 4th International Conference on System Reliability and Safety (ICSRS).

Correct and Control Complex IoT Systems: Evaluation of a Classification for System Anomalies

Stefan Wagner, Sina Niedermaier, Stefan Heisse, 2020, 2020 IEEE 20th International Conference on Software Quality, Reliability and Security (QRS).

On-line parameter optimization strategies for metaheuristics

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2010 .

A Data Warehouse for Cross-Species Anatomy

Stefan Wagner, 2002 .

Yard Storage Assignment Optimisation with Neutral Walks

Michael Affenzeller, Stefan Wagner, Erik Pitzer, 2013, EUROCAST.

On the use of estimated tumour marker classifications in tumour diagnosis prediction - a case study for breast cancer

Witold Jacak, Stephan M. Winkler, Michael Affenzeller, 2013, Int. J. Simul. Process. Model..

Data-Flow-Based Extension of the System-Theoretic Process Analysis for Security (STPA-Sec) pdf

Stefan Wagner, Jinghua Yu, Feng Luo, 2020, ArXiv.

Session details: EvoSoft'15 Workshop

Michael Affenzeller, Stefan Wagner, 2015, GECCO 2015.

A General Solution Approach for the Location Routing Problem

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2017, EUROCAST.

Collecting Service-Based Maintainability Metrics from RESTful API Descriptions: Static Analysis and Threshold Derivation

Stefan Wagner, Alfred Zimmermann, Justus Bogner, 2020, ECSA Companion.

Demonstration of a Micro-Services Based Multi-Purpose Sensor Platform for Supporting Ambient Assisted Living Systems

Stefan Wagner, Jorge Miranda, Esben Hunnerup, 2018 .

Increasing the Sensitivity of Cancer Predictors Using Confidence Based Ensemble Modeling

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2015, EUROCAST.

Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based Tumor Marker Modeling

Witold Jacak, Stephan M. Winkler, Michael Affenzeller, 2011, EUROCAST.

An STPA-based Approach for Systematic Security Analysis of In-vehicle Diagnostic and Software Update Systems pdf

Stefan Wagner, Jinghua Yu, Feng Luo, 2020, ArXiv.

Variables diversity in systems identification based on extended genetic programming

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2008 .

Online modelling based on Genetic Programming

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2007, Int. J. Intell. Syst. Technol. Appl..

Combinatorial Optimization: Route Planning

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009 .

GA-Selection Revisited from an ES-Driven Point of View

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2005, IWINAC.

Evolutionary Selection in Simulation-Based Optimization

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2009, EUROCAST.

Optimization of Parameter Settings for Genetic Algorithms in Music Segmentation

Michael Affenzeller, Stefan Wagner, Brigitte Rafael, 2011, EUROCAST.

Evolutionary Procedural 2D Map Generation using Novelty Search

Michael Affenzeller, Stefan Wagner, Susanne Schaller, 2016, GECCO.

Modeling a Lot-Aware Slab Stack Shuffling Problem

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2015, EUROCAST.

Application of an Island Model Genetic Algorithm for a Multi-track Music Segmentation Problem

Michael Affenzeller, Stefan Wagner, Brigitte Rafael, 2013, EvoMUSART.

Using enhanced genetic programming techniques for evolving classifiers in the context of medical diagnosis

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009, Genetic Programming and Evolvable Machines.

Robust Storage Assignment in Warehouses with Correlated Demand

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2015, Computational Intelligence and Efficiency in Engineering Systems.

Traps and Dangers when Modelling Problems for Genetic Algorithms

Michael Affenzeller, Stefan Wagner, Daniel Schragl, 2004 .

Agent-based Problem Solving: The Ant Colonies Metaphor

Ismail Khalil, Michael Affenzeller, Stefan Wagner, 2003, iiWAS.

On-Line Modelling Based on Genetic Programming

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2005, ALaRT.

Solving Multiclass Classification Problems by Genetic Programming

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2005 .

Approximate Q-Learning for Stacking Problems with Continuous Production and Retrieval

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2019, Appl. Artif. Intell..

Discrete real-world problems in a black-box optimization benchmark

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2018, GECCO.

Optimization knowledge base: an open database for algorithm and problem characteristics and optimization results

Michael Affenzeller, Stefan Wagner, Erik Pitzer, 2012, GECCO '12.

On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection

Stephan M. Winkler, Stefan Wagner, Gabriel Kronberger, 2009, EUROCAST.

Dynamic observation of genotypic and phenotypic diversity for different symbolic regression GP variants

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2017, GECCO.

Agent-Based Simulation of Dispatching Rules in Dynamic Pickup and Delivery Problems

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2009, 2009 2nd International Symposium on Logistics and Industrial Informatics.

Fine grained population diversity analysis for parallel genetic programming

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009, 2009 IEEE International Symposium on Parallel & Distributed Processing.

Performance, Quality, and Control in Steel Logistics 4.0

Stefan Wagner, Andreas Beham, Sebastian Raggl, 2020 .

Asynchronous surrogate-assisted optimization networks

Michael Affenzeller, Stefan Wagner, Bernhard Werth, 2018, GECCO.

Extending Sim# for simulation-based optimisation of semi-automated machinery

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2017, Int. J. Simul. Process. Model..

EFFICIENT HEURISTIC OPTIMIZATION IN SINGLE MACHINE SCHEDULING

Michael Affenzeller, Stefan Wagner, Roland Braune, 2006 .

Heuristic Methods for Searching and Clustering Hierarchical Workflows

Witold Jacak, Michael Affenzeller, Stefan Wagner, 2009, EUROCAST.

An adaption of the schema theorem to various crossover and mutation operators for a music segmentation problem

Michael Affenzeller, Stefan Wagner, Brigitte Rafael, 2012, GECCO '12.

Simulation-based evolution of municipal glass-waste collection strategies utilizing electric trucks

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2011, 3rd IEEE International Symposium on Logistics and Industrial Informatics.

Enhanced confidence interpretations of GP based ensemble modeling results

Stephan M. Winkler, Stefan Wagner, Gabriel Kronberger, 2012 .

Advanced Genetic Programming Based Machine Learning

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2007, J. Math. Model. Algorithms.

Optimization networks for real-world production and logistics problems

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2017, GECCO.

On the Reliability of Nonlinear Modeling using Enhanced Genetic Programming Techniques

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009 .

Session details: Workshop: evolutionary computation software systems

Michael Affenzeller, Stefan Wagner, 2014, GECCO 2014.

Applying Genetic Algorithms to the Optimization of Production Planning in a Real-World Manufacturing Environment

Michael Affenzeller, Stefan Wagner, Roland Braune, 2007 .

An Approach for Structuring a Highly Automated Driving Multiple Channel Vehicle System for Safety Analysis

Stefan Wagner, Stefanie Schraufstetter, Tobias Schmid, 2018, 2018 3rd International Conference on System Reliability and Safety (ICSRS).

Algorithm and experiment design with heuristiclab: an open source optimization environment for research and education

Stefan Wagner, Gabriel Kronberger, G. Kronberger, 2011, GECCO.

Towards the design and implementation of optimization networks in HeuristicLab

Michael Affenzeller, Stefan Wagner, Michael Kommenda, 2017, GECCO.

Integrating Exploratory Landscape Analysis into Metaheuristic Algorithms

Michael Affenzeller, Stefan Wagner, Erik Pitzer, 2017, EUROCAST.

Evolutionary Computation Software Systems (EvoSoft) Workshop 2016 Chairs' Welcome & Organization

Michael Affenzeller, Stefan Wagner, 2016, GECCO.

Optimization Strategies for Integrated Knapsack and Traveling Salesman Problems

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2015, EUROCAST.

Experiences from Large-Scale Model Checking: Verifying a Vehicle Control System with NuSMV pdf

Stefan Wagner, Tobias Schmid, Jonas Fritzsch, 2020, 2021 14th IEEE Conference on Software Testing, Verification and Validation (ICST).

Advances in applying genetic programming to machine learning, focussing on classification problems

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2006, Proceedings 20th IEEE International Parallel & Distributed Processing Symposium.

Optimization Knowledge Center: A Decision Support System for Heuristic Optimization

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2016, GECCO.

Feature selection in the analysis of tumor marker data using evolutionary algorithms

Witold Jacak, Stephan M. Winkler, Michael Affenzeller, 2010 .

The influence of population genetics for the redesign of genetic algorithms

Michael Affenzeller, Stefan Wagner, 2004 .

New methods for the identification of nonlinear model structures based upon genetic programming techniques

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2005 .

Session details: Evolutionary computation software systems

Michael Affenzeller, Stefan Wagner, 2012, GECCO '12.

Aspects of adaptation in natural and artificial evolution

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2007, GECCO '07.

A Model-Based Learning Approach for Controlling the Energy Flows of a Residential Household Using Genetic Programming to Perform Symbolic Regression

Stephan M. Winkler, Stefan Wagner, Michael Affenzeller, 2019, EUROCAST.

Effective allele preservation by offspring selection: an empirical study for the TSP

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2008, Int. J. Simul. Process. Model..

Effects of constant optimization by nonlinear least squares minimization in symbolic regression

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2013, GECCO.

Genetic Programming Based Model Structure Identification Using On-Line System Data

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2005 .

Evolutionary Systems Identification: New Algorithmic Concepts and Applications

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2008 .

Solving the Traveling Thief Problem Using Orchestration in Optimization Networks

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2017, EUROCAST.

Data-Based Modeling with Genetic Programming

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009 .

On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009, EUROCAST.

Selection Pressure Driven Sliding Window Behavior in Genetic Programming Based Structure Identification

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2007, EUROCAST.

On the architecture and implementation of tree-based genetic programming in HeuristicLab

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2012, GECCO '12.

GPDL: a framework-independent problem definition language for grammar-guided genetic programming

Stefan Wagner, Gabriel Kronberger, Michael Kommenda, 2013, GECCO.

HeuristicLab: A Generic and Extensible Optimization Environment

Michael Affenzeller, Stefan Wagner, M. Affenzeller, 2005 .

Heuristic Optimization Methods for the Tuning of Input Parameters of Simulation Models

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2007 .

Session details: Evolutionary computation software systems (EvoSoft'13)

Michael Affenzeller, Stefan Wagner, 2013, GECCO '13 Companion.

On Crossover Success Rate in Genetic Programming with Offspring Selection

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009, EuroGP.

Genetic Algorithms and Genetic Programming - Modern Concepts and Practical Applications

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009 .

Architecture and Design of the HeuristicLab Optimization Environment

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2014 .

Simulating Evolution: Basics about Genetic Algorithms

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009 .

Sets of receiver operating characteristic curves and their use in the evaluation of multi-class classification

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2006, GECCO '06.

HeuristicModeler: A Multi-Purpose Evolutionary Machine Learning Algorithm and its Applications in Medical Data Analysis

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2006 .

Instance-based algorithm selection on quadratic assignment problem landscapes

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2017, GECCO.

A Genetic Programming Based Tool for Supporting Bioinformatical Classification Problems

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2005 .

Exploring the Mysteries of System-Level Test

Matthias Sauer, Krishnendu Chakrabarty, Paolo Bernardi, 2020, 2020 IEEE 29th Asian Test Symposium (ATS).

Application of Genetic Programming on Temper Mill Datasets

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009, 2009 2nd International Symposium on Logistics and Industrial Informatics.

Benefits of Plugin-Based Heuristic Optimization Software Systems

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2007, EUROCAST.

Software-Enabled Investigation in Metaheuristic Power Grid Optimization

Michael Affenzeller, Stefan Wagner, Stephan Hutterer, 2014, IEEE Transactions on Industrial Informatics.

Self-adaptive Population Size Adjustment for Genetic Algorithms

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2007, EUROCAST.

Virtual Sensors for Emissions of a Diesel Engine Produced by Evolutionary System Identification

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009, EUROCAST.

Automatic Data Based Patient Classification Using Genetic Programming

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2007 .

Improving the Accuracy of Cancer Prediction by Ensemble Confidence Evaluation

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2013, EUROCAST.

Data mining via distributed genetic programming agents

Stefan Wagner, Michael Affenzeller, Gabriel KronbergerStephan Winkler, 2008 .

On the benefits of a domain-specific language for modelingmetaheuristic optimization algorithms

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2010 .

A genetic programming approach to solve scheduling problems with parallel simulation

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2008, IPDPS 2008.

About the dynamics of essential genetic information: an empirical analysis for selected GA-variants

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009, GEC '09.

Genetic Algorithms and Genetic Programming

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2010 .

Simplifying Problem Definitions in the HeuristicLab Optimization Environment

Michael Affenzeller, Stefan Wagner, Michael Kommenda, 2015, GECCO.

Model Driven Rapid Prototyping of Heuristic Optimization Algorithms

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009, EUROCAST.

What Is the Best Way For Developers to Learn New Software Tools? An Empirical Comparison Between a Text and a Video Tutorial

Stefan Wagner, Daniel Kulesz, Verena Käfer, 2017 .

A Self-adaptive Model for Selective Pressure Handling within the Theory of Genetic Algorithms

Michael Affenzeller, Stefan Wagner, 2003, EUROCAST.

Diversity-Based Offspring Selection Criteria for Genetic Algorithms

Michael Affenzeller, Stefan Wagner, Andreas Scheibenpflug, 2015, EUROCAST.

Concepts and requirements for a cloud-based optimization service

Werner Kurschl, Stefan Wagner, Sebastian Pimminger, 2014, 2014 Asia-Pacific Conference on Computer Aided System Engineering (APCASE).

Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab

Michael Affenzeller, Stefan Wagner, Erik Pitzer, 2011, EUROCAST.

Optimizing Set-Up Times Using the HeuristicLab Optimization Environment

Michael Affenzeller, Stefan Wagner, Johannes Karder, 2015, EUROCAST.

Coupling simulation with HeuristicLab to solve facility layout problems

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2009, Proceedings of the 2009 Winter Simulation Conference (WSC).

Assuring Maintainability in Model-Driven Development of Embedded Systems

Jean-Francois Girard, Stefan Wagner, Stefan Teuchert, 2009 .

Modeling of heuristic optimization algorithms

Stephan M. Winkler, Stefan Wagner, Michael Affenzeller, 2008 .

Priority Rule Generation with a Genetic Algorithm to Minimize Sequence Dependent Setup Costs

Michael Affenzeller, Stefan Wagner, Gabriel Kronberger, 2009, EUROCAST.

Preservation of Relevant Building Blocks

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009 .

Evolutionary System Identification

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009 .

Automatic Adaption of Operator Probabilities in Genetic Algorithms with Offspring Selection

Michael Affenzeller, Stefan Wagner, Andreas Scheibenpflug, 2015, EUROCAST.

Integrated simulation and optimization in HeuristicLab

Stefan Wagner, Gabriel Kronberger, Michael Kommenda, 2014 .

SexualGA: Gender-Specific Selection for Genetic Algorithms

Stefan Wagner, Stefan Wagner, 2005 .

MODELLING OF AN AGENT-BASED SCHEDULE OPTIMISATION SYSTEM

Michael Affenzeller, Stefan Wagner, Georg Weichhart, 2004 .

Music Segmentation With Genetic Algorithms

Michael Affenzeller, Stefan Wagner, Brigitte Rafael, 2009, 2009 20th International Workshop on Database and Expert Systems Application.

Combination and Comparison of Different Genetic Encodings for the Vehicle Routing Problem

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2011, EUROCAST.

Affinity Based Slotting in Warehouses with Dynamic Order Patterns

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2014 .

Optimization as a Service: On the Use of Cloud Computing for Metaheuristic Optimization

Werner Kurschl, Stefan Wagner, Sebastian Pimminger, 2013, EUROCAST.

Modeling rich and dynamic vehicle routing problems in Heuristiclab

Michael Affenzeller, Stefan Wagner, Stefan Vonolfen, 2012 .

Identifying Nonlinear Model Structures Using Genetic Programming Techniques

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2007 .

Offspring Selection Genetic Algorithm Revisited: Improvements in Efficiency by Early Stopping Criteria in the Evaluation of Unsuccessful Individuals

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2017, EUROCAST.

Fine-grained population diversity estimation for genetic programming based structure identification

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2008, GECCO '08.

Optimization of medical ultrasound transducers with simulation and genetic algorithms

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2008 .

Solving the Job Shop Scheduling Problem Using Parallel Genetic Algorithms

Michael Affenzeller, Stefan Wagner, Athanasios C. Spanos, 2008 .

Parameter Meta-optimization of Metaheuristic Optimization Algorithms

Michael Affenzeller, Stefan Wagner, Gabriel Kronberger, 2011, EUROCAST.

HeuristicLab Grid - a flexible and extensible environment for parallel heuristic optimization

Michael Affenzeller, Stefan Wagner, M. Affenzeller, 2004 .

Analysis of the dynamics of allele distribution for some selected GA-variants

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2010, 2010 IEEE 14th International Conference on Intelligent Engineering Systems.

Analysis and Visualization of the Impact of Different Parameter Configurations on the Behavior of Evolutionary Algorithms

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2017, EUROCAST.

The Allele Meta-model - Developing a Common Language for Genetic Algorithms

Michael Affenzeller, Stefan Wagner, M. Affenzeller, 2005, IWINAC.

Integration of flexible interfaces in optimization software frameworks for simulation-based optimization

Thomas Felberbauer, Michael Affenzeller, Stefan Wagner, 2012, Annual Conference on Genetic and Evolutionary Computation.

Analysing a Hybrid Model-Based Evolutionary Algorithm for a Hard Grouping Problem

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2017, EUROCAST.

Solar Radio Bursts Pattern Recognition by Supervised Machine Learning

Stefan Wagner, Helmut O. Rucker, M. Panchenko, 2019 .

Optimization Networks for Integrated Machine Learning

Michael Affenzeller, Stefan Wagner, Gabriel Kronberger, 2017, EUROCAST.

Applications of Genetic Algorithms: Combinatorial Optimization

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2009 .

Simulation-based evolution of resupply and routing policies in rich vendor-managed inventory scenarios

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2013, Central Eur. J. Oper. Res..

Optimization Methods for Large-Scale Production Scheduling Problems

Michael Affenzeller, Stefan Wagner, Roland Braune, 2007, EUROCAST.

Using Heuristic Optimization for Segmentation of Symbolic Music

Michael Affenzeller, Stefan Wagner, Brigitte Rafael, 2009, EUROCAST.

Analysis of the effects of enhanced selection concepts for genetic programming based structure identification using fine-grained population diversity estimation

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2011, GECCO '11.

Evaluation of Dispatching Strategies for the Optimization of a Real-World Production Plant

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2009, 2009 2nd International Symposium on Logistics and Industrial Informatics.

Scripting and framework integration in heuristic optimization environments

Stefan Wagner, Gabriel Kronberger, Michael Kommenda, 2014, GECCO.

A genetic programming approach to solve scheduling problems with parallel simulation

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2008, 2008 IEEE International Symposium on Parallel and Distributed Processing.

Solution approaches for the dynamic stacking problem

Stefan Wagner, Andreas Beham, Sebastian Raggl, 2020, GECCO Companion.

Goal-oriented preservation of essential genetic information by offspring selection

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2005, GECCO '05.

SASEGASA: An Evolutionary Algorithm for Retarding Premature Convergence by Self-adaptive Selection Pressure Steering

Michael Affenzeller, Stefan Wagner, M. Affenzeller, 2003, IWANN.

Uncertainty in real-world steel stacking problems

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2019, GECCO.

Algorithm selection on generalized quadratic assignment problem landscapes

Michael Affenzeller, Stefan Wagner, Andreas Beham, 2018, GECCO.

Simulation-Based Optimization with HeuristicLab: Practical Guidelines and Real-World Applications

Stephan M. Winkler, Michael Affenzeller, Stefan Wagner, 2015 .

An Analysis of the Intensification and Diversification Behavior of Different Operators for Genetic Algorithms

Stefan Wagner, Andreas Scheibenpflug, 2013, EUROCAST.

Knowledge Discovery through Symbolic Regression with HeuristicLab

Michael Affenzeller, Stefan Wagner, Gabriel Kronberger, 2012, ECML/PKDD.

Learning to Plan via a Multi-Step Policy Regression Method

Stefan Wagner, Stefan Harmeling, Tobias Uelwer, 2021, ICANN.

Dynamic landscape analysis for open-ended stacking

Stefan Wagner, Bernhard Werth, Andreas Beham, 2021, GECCO Companion.

On the Use of Estimated Tumor Marker Classifications in Tumor Diagnosis Prediction - A Case Study for Breast Cancer

Witold Jacak, Stephan M. Winkler, Michael Affenzeller, 2011 .

Reconsidering the Selection Concept of Genetic Algorithms from a Population Genetics Inspired Point of View

Michael Affenzeller, Stefan Wagner, M. Affenzeller, 2004 .

Large Scale Parameter Meta-Optimization of Metaheuristic Optimization Algorithms with HeuristicLab Hive

Stefan Wagner, Andreas Beham, Christoph Neumüller, 2011 .