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Stefan Wagner 0002

Stefan A. Wagner

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affiliation: University of Applied Sciences Upper Austria, Department of Software Engineering, Hagenberg, Austria

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2020 – today

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2024
[c104]
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Philipp Neuhauser, Philipp Fleck, Sebastian Leitner, Stefan Wagner:
Machine Learning Update Strategies for Real-Time Production Environments. EUROCAST (3) 2024: 12-24
[c103]
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Michael Heckmann, Bernhard Werth, Johannes Karder, Stefan Wagner:
Online Machine Learning for the Estimation of Process Times in Dynamic Scheduling. EUROCAST (3) 2024: 25-37
[c102]
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Johannes Karder, Bernhard Werth, Stefan Wagner, Michael Affenzeller:
Concurrent Evolution of Dynamic Single and Dual-Crane Scheduling Scenarios. EUROCAST (3) 2024: 38-49
[c101]
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Bahareh Etaati, Stefan Wagner, Michael Affenzeller:
A Hybrid Cooperative Approach for Symbolic Regression. EUROCAST (1) 2024: 53-67
[c100]
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Oliver Bindreiter, Bernhard Werth, Stefan Wagner:
Using the Pilot Method as a Problem-Independent Metaheuristic for Multi-objective Beam Search. EUROCAST (3) 2024: 61-68
[c99]
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Philipp Fleck, Philipp Neuhauser, Sebastian Leitner, Stefan Wagner:
Re-evaluation in Dynamic Tree-Search with Backtracking from Known Solutions. EUROCAST (1) 2024: 77-89
[c98]
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Sebastian Leitner, Stefan Wagner, Michael Affenzeller:
Incrementally Solving the Dynamic Stacking Problem. EUROCAST (3) 2024: 87-97
[c97]
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Bernhard Werth, Johannes Karder, Stefan Wagner, Michael Affenzeller:
Diversity Management in Evolutionary Dynamic Optimization. EUROCAST (1) 2024: 140-147
[c96]
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Jan Zenisek, Florian Bachinger, Florian Holzinger, Erik Pitzer, Stefan Wagner, Michael Affenzeller:
Composable Evolutionary Computation. EUROCAST (1) 2024: 172-180
[c95]
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  - conf/gecco/KarderLW024
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Johannes Karder, Sebastian Leitner, Bernhard Werth, Stefan Wagner:
DynStack Competition - Dynamic Stacking Optimization in Uncertain Environments. GECCO Companion 2024: 7-8
2023
[c94]
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Bernhard Werth, Johannes Karder, Andreas Beham, Erik Pitzer, Kaifeng Yang, Stefan Wagner:
Walking through the Quadratic Assignment-Instance Space: Algorithm Performance and Landscape Measures. GECCO Companion 2023: 2108-2114
[c93]
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Philipp Neuhauser, Rudolf Cihal, Stefan Wagner, Harald Flößholzer:
Efficient Rollout of a Dynamic Optimization Algorithm. ISM 2023: 77-86
[c92]
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Jan Zenisek, Florian Bachinger, Dominik Falkner, Erik Pitzer, Stefan Wagner, Alfredo Lopez, Michael Affenzeller:
A messaging library for distributed modeling. ISM 2023: 606-615
2022
[c91]
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Johannes Karder, Bernhard Werth, Andreas Beham, Stefan Wagner, Michael Affenzeller:
Analysis and Handling of Dynamic Problem Changes in Open-Ended Optimization. EUROCAST 2022: 61-68
[c90]
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Bernhard Werth, Erik Pitzer, Johannes Karder, Stefan Wagner, Michael Affenzeller:
Dynamic Vehicle Routing with Time-Linkage: From Problem States to Algorithm Performance. EUROCAST 2022: 69-77
[c89]
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David Piringer, Stefan Wagner, Christian Haider, Armin Fohler, Siegfried Silber, Michael Affenzeller:
Improving the Flexibility of Shape-Constrained Symbolic Regression with Extended Constraints. EUROCAST 2022: 155-163
[c88]
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  - conf/gecco/BehamLKW022
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Andreas Beham, Sebastian Leitner, Johannes Karder, Bernhard Werth, Stefan Wagner:
DynStack: a benchmarking framework for dynamic optimization problems in warehouse operations. GECCO Companion 2022: 1984-1991
[c87]
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Johannes Karder, Bernhard Werth, Andreas Beham, Stefan Wagner, Michael Affenzeller:
A Novel Benchmark Environment for Dynamic Factory Crane Scheduling. ISM 2022: 1217-1224
2021
[c86]
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Bernhard Werth, Johannes Karder, Andreas Beham, Stefan Wagner:
Dynamic landscape analysis for open-ended stacking. GECCO Companion 2021: 1700-1707
[c85]
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Bernhard Werth, Andreas Beham, Johannes Karder, Stefan Wagner, Michael Affenzeller:
Fitness Landscape Analysis on Binary Dynamic Optimization Problems. ISM 2021: 1004-1013
[c84]
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Johannes Karder, Andreas Beham, Bernhard Werth, Stefan Wagner, Michael Affenzeller:
Integrated Machine Learning in Open-Ended Crane Scheduling: Learning Movement Speeds and Service Times. ISM 2021: 1031-1040
[c83]
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Andreas Beham, Sebastian Raggl, Johannes Karder, Bernhard Werth, Stefan Wagner:
Dynamic Warehouse Environments for Crane Stacking and Scheduling. ISM 2021: 1461-1470
[i2]
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Michael Kommenda, Johannes Karder, Andreas Beham, Bogdan Burlacu, Gabriel Kronberger, Stefan Wagner, Michael Affenzeller:
Optimization Networks for Integrated Machine Learning. CoRR abs/2110.00415 (2021)
2020
[c82]
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Sebastian Raggl, Andreas Beham, Stefan Wagner, Michael Affenzeller:
Solution approaches for the dynamic stacking problem. GECCO Companion 2020: 1652-1660
[c81]
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  - conf/ism2/HauderB0DA20
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Viktoria A. Hauder, Andreas Beham, Stefan Wagner, Karl F. Doerner, Michael Affenzeller:
Dynamic online optimization in the context of smart manufacturing: an overview. ISM 2020: 988-995

2010 – 2019

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2019
[j10]
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Judith Fechter, Andreas Beham, Stefan Wagner, Michael Affenzeller:
Approximate Q-Learning for Stacking Problems with Continuous Production and Retrieval. Appl. Artif. Intell. 33(1): 68-86 (2019)
[c80]
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Kathrin Kefer, Roland Hanghofer, Patrick Kefer, Markus Stöger, Michael Affenzeller, Stephan M. Winkler, Stefan Wagner, Bernd Hofer:
A Model-Based Learning Approach for Controlling the Energy Flows of a Residential Household Using Genetic Programming to Perform Symbolic Regression. EUROCAST (1) 2019: 405-412
[c79]
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Andreas Beham, Sebastian Raggl, Stefan Wagner, Michael Affenzeller:
Uncertainty in real-world steel stacking problems. GECCO (Companion) 2019: 1438-1440
2018
[c78]
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Andreas Beham, Stefan Wagner, Michael Affenzeller:
Algorithm selection on generalized quadratic assignment problem landscapes. GECCO 2018: 253-260
[c77]
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Johannes Karder, Andreas Beham, Bernhard Werth, Stefan Wagner, Michael Affenzeller:
Asynchronous surrogate-assisted optimization networks. GECCO (Companion) 2018: 1266-1267
[c76]
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Sebastian Raggl, Andreas Beham, Viktoria A. Hauder, Stefan Wagner, Michael Affenzeller:
Discrete real-world problems in a black-box optimization benchmark. GECCO (Companion) 2018: 1745-1752
2017
[j9]
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Johannes Karder, Andreas Scheibenpflug, Andreas Beham, Stefan Wagner, Michael Affenzeller:
Extending Sim# for simulation-based optimisation of semi-automated machinery. Int. J. Simul. Process. Model. 12(6): 485-497 (2017)
[c75]
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Viktoria A. Hauder, Johannes Karder, Andreas Beham, Stefan Wagner, Michael Affenzeller:
A General Solution Approach for the Location Routing Problem. EUROCAST (1) 2017: 257-265
[c74]
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Johannes Karder, Andreas Beham, Stefan Wagner, Michael Affenzeller:
Solving the Traveling Thief Problem Using Orchestration in Optimization Networks. EUROCAST (1) 2017: 307-315
[c73]
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Sebastian Raggl, Andreas Beham, Stefan Wagner, Michael Affenzeller:
Analysing a Hybrid Model-Based Evolutionary Algorithm for a Hard Grouping Problem. EUROCAST (1) 2017: 347-354
[c72]
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Michael Kommenda, Johannes Karder, Andreas Beham, Bogdan Burlacu, Gabriel Kronberger, Stefan Wagner, Michael Affenzeller:
Optimization Networks for Integrated Machine Learning. EUROCAST (1) 2017: 392-399
[c71]
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Michael Affenzeller, Bogdan Burlacu, Stephan M. Winkler, Michael Kommenda, Gabriel Kronberger, Stefan Wagner:
Offspring Selection Genetic Algorithm Revisited: Improvements in Efficiency by Early Stopping Criteria in the Evaluation of Unsuccessful Individuals. EUROCAST (1) 2017: 424-431
[c70]
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Stefan Wagner, Andreas Beham, Michael Affenzeller:
Analysis and Visualization of the Impact of Different Parameter Configurations on the Behavior of Evolutionary Algorithms. EUROCAST (1) 2017: 439-446
[c69]
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Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller:
Integrating Exploratory Landscape Analysis into Metaheuristic Algorithms. EUROCAST (1) 2017: 473-480
[c68]
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Johannes Karder, Stefan Wagner, Andreas Beham, Michael Kommenda, Michael Affenzeller:
Towards the design and implementation of optimization networks in HeuristicLab. GECCO (Companion) 2017: 1209-1214
[c67]
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Viktoria A. Hauder, Andreas Beham, Stefan Wagner, Michael Affenzeller:
Optimization networks for real-world production and logistics problems. GECCO (Companion) 2017: 1411-1414
[c66]
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  - conf/gecco/BehamA017
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Andreas Beham, Michael Affenzeller, Stefan Wagner:
Instance-based algorithm selection on quadratic assignment problem landscapes. GECCO (Companion) 2017: 1471-1478
[c65]
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Michael Affenzeller, Stephan M. Winkler, Bogdan Burlacu, Gabriel Kronberger, Michael Kommenda, Stefan Wagner:
Dynamic observation of genotypic and phenotypic diversity for different symbolic regression GP variants. GECCO (Companion) 2017: 1553-1558
2016
[c64]
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Andreas Scheibenpflug, Johannes Karder, Susanne Schaller, Stefan Wagner, Michael Affenzeller:
Evolutionary Procedural 2D Map Generation using Novelty Search. GECCO (Companion) 2016: 39-40
[c63]
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Stefan Wagner, Michael Affenzeller:
Evolutionary Computation Software Systems (EvoSoft) Workshop 2016 Chairs' Welcome & Organization. GECCO (Companion) 2016: 1313-1314
[c62]
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Andreas Beham, Stefan Wagner, Michael Affenzeller:
Optimization Knowledge Center: A Decision Support System for Heuristic Optimization. GECCO (Companion) 2016: 1331-1338
[c61]
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  - conf/otm/HauderB016
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Viktoria A. Hauder, Andreas Beham, Stefan Wagner:
Integrated Performance Measurement for Optimization Networks in Smart Enterprises. OTM Workshops 2016: 26-35
2015
[c60]
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Johannes Karder, Andreas Scheibenpflug, Stefan Wagner, Michael Affenzeller:
Optimizing Set-Up Times Using the HeuristicLab Optimization Environment. EUROCAST 2015: 286-293
[c59]
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Judith Fechter, Andreas Beham, Stefan Wagner, Michael Affenzeller:
Modeling a Lot-Aware Slab Stack Shuffling Problem. EUROCAST 2015: 334-341
[c58]
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Michael Affenzeller, Karin Zölzer, Stephan M. Winkler, Erwin Hopf, Herbert Stekel, Rupert Frechinger, Stefan Wagner:
Increasing the Sensitivity of Cancer Predictors Using Confidence Based Ensemble Modeling. EUROCAST 2015: 350-358
[c57]
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Andreas Beham, Judith Fechter, Michael Kommenda, Stefan Wagner, Stephan M. Winkler, Michael Affenzeller:
Optimization Strategies for Integrated Knapsack and Traveling Salesman Problems. EUROCAST 2015: 359-366
[c56]
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Andreas Scheibenpflug, Stefan Wagner, Michael Affenzeller:
Diversity-Based Offspring Selection Criteria for Genetic Algorithms. EUROCAST 2015: 393-400
[c55]
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Stefan Wagner, Michael Affenzeller, Andreas Scheibenpflug:
Automatic Adaption of Operator Probabilities in Genetic Algorithms with Offspring Selection. EUROCAST 2015: 433-438
[c54]
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Andreas Scheibenpflug, Andreas Beham, Michael Kommenda, Johannes Karder, Stefan Wagner, Michael Affenzeller:
Simplifying Problem Definitions in the HeuristicLab Optimization Environment. GECCO (Companion) 2015: 1101-1108
[p4]
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Monika Kofler, Andreas Beham, Stefan Wagner, Michael Affenzeller:
Robust Storage Assignment in Warehouses with Correlated Demand. Computational Intelligence and Efficiency in Engineering Systems 2015: 415-428
2014
[j8]
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Stephan Hutterer, Andreas Beham, Michael Affenzeller, Franz Auinger, Stefan Wagner:
Software-Enabled Investigation in Metaheuristic Power Grid Optimization. IEEE Trans. Ind. Informatics 10(1): 364-372 (2014)
[c53]
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Andreas Beham, Johannes Karder, Gabriel Kronberger, Stefan Wagner, Michael Kommenda, Andreas Scheibenpflug:
Scripting and framework integration in heuristic optimization environments. GECCO (Companion) 2014: 1109-1116
[c52]
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Stephan M. Winkler, Michael Affenzeller, Gabriel Kronberger, Michael Kommenda, Bogdan Burlacu, Stefan Wagner:
Sliding Window Symbolic Regression for Detecting Changes of System Dynamics. GPTP 2014: 91-107
2013
[j7]
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Stefan Vonolfen, Michael Affenzeller, Andreas Beham, Efrem Lengauer, Stefan Wagner:
Simulation-based evolution of resupply and routing policies in rich vendor-managed inventory scenarios. Central Eur. J. Oper. Res. 21(2): 379-400 (2013)
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Stephan M. Winkler, Michael Affenzeller, Gabriel Kronberger, Michael Kommenda, Stefan Wagner, Viktoria Dorfer, Witold Jacak, Herbert Stekel:
On the use of estimated tumour marker classifications in tumour diagnosis prediction - a case study for breast cancer. Int. J. Simul. Process. Model. 8(1): 29-41 (2013)
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Michael Affenzeller, Stephan M. Winkler, Herbert Stekel, Stefan Forstenlechner, Stefan Wagner:
Improving the Accuracy of Cancer Prediction by Ensemble Confidence Evaluation. EUROCAST (1) 2013: 316-323
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Sebastian Pimminger, Stefan Wagner, Werner Kurschl, Johann Heinzelreiter:
Optimization as a Service: On the Use of Cloud Computing for Metaheuristic Optimization. EUROCAST (1) 2013: 348-355
[c49]
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Monika Kofler, Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller:
Yard Storage Assignment Optimisation with Neutral Walks. EUROCAST (1) 2013: 356-363
[c48]
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Andreas Scheibenpflug, Stefan Wagner:
An Analysis of the Intensification and Diversification Behavior of Different Operators for Genetic Algorithms. EUROCAST (1) 2013: 364-371
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Brigitte Rafael, Michael Affenzeller, Stefan Wagner:
Application of an Island Model Genetic Algorithm for a Multi-track Music Segmentation Problem. EvoMUSART 2013: 13-24
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Michael Kommenda, Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller, Stefan Wagner:
Effects of constant optimization by nonlinear least squares minimization in symbolic regression. GECCO (Companion) 2013: 1121-1128
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Gabriel Kronberger, Michael Kommenda, Stefan Wagner, Heinz Dobler:
GPDL: a framework-independent problem definition language for grammar-guided genetic programming. GECCO (Companion) 2013: 1333-1340
[c44]
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Michael Affenzeller, Stephan M. Winkler, Gabriel Kronberger, Michael Kommenda, Bogdan Burlacu, Stefan Wagner:
Gaining Deeper Insights in Symbolic Regression. GPTP 2013: 175-190
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Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller, Andreas Beham, Stefan Wagner:
On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection. CoRR abs/1309.5896 (2013)
2012
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Michael Kommenda, Gabriel Kronberger, Stefan Wagner, Stephan M. Winkler, Michael Affenzeller:
On the architecture and implementation of tree-based genetic programming in HeuristicLab. GECCO (Companion) 2012: 101-108
[c42]
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Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller, Klaus Altendorfer, Thomas Felberbauer, Martin Bäck:
Integration of flexible interfaces in optimization software frameworks for simulation-based optimization. GECCO (Companion) 2012: 125-132
[c41]
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Andreas Scheibenpflug, Stefan Wagner, Erik Pitzer, Michael Affenzeller:
Optimization knowledge base: an open database for algorithm and problem characteristics and optimization results. GECCO (Companion) 2012: 141-148
[c40]
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Brigitte Rafael, Michael Affenzeller, Stefan Wagner:
An adaption of the schema theorem to various crossover and mutation operators for a music segmentation problem. GECCO (Companion) 2012: 469-476
[c39]
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Stefan Wagner, Gabriel Kronberger:
Algorithm and experiment design with heuristic lab: an open source optimization environment for research and education. GECCO (Companion) 2012: 1287-1316
[c38]
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Gabriel Kronberger, Stefan Wagner, Michael Kommenda, Andreas Beham, Andreas Scheibenpflug, Michael Affenzeller:
Knowledge Discovery through Symbolic Regression with HeuristicLab. ECML/PKDD (2) 2012: 824-827
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Michael Affenzeller, Stefan Wagner, Stephan M. Winkler, Andreas Beham:
Analysis of Allele Distribution Dynamics in Different Genetic Algorithms. Recent Advances in Intelligent Engineering Systems 2012: 3-29
2011
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Brigitte Rafael, Stefan Oertl, Michael Affenzeller, Stefan Wagner:
Optimization of Parameter Settings for Genetic Algorithms in Music Segmentation. EUROCAST (1) 2011: 240-247
[c36]
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Stefan Vonolfen, Andreas Beham, Michael Affenzeller, Stefan Wagner, Andreas Mayr:
Combination and Comparison of Different Genetic Encodings for the Vehicle Routing Problem. EUROCAST (1) 2011: 327-334
[c35]
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Stephan M. Winkler, Michael Affenzeller, Gabriel Kronberger, Michael Kommenda, Stefan Wagner, Witold Jacak, Herbert Stekel:
Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based Tumor Marker Modeling. EUROCAST (1) 2011: 335-342
[c34]
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Christoph Neumüller, Stefan Wagner, Gabriel Kronberger, Michael Affenzeller:
Parameter Meta-optimization of Metaheuristic Optimization Algorithms. EUROCAST (1) 2011: 367-374
[c33]
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Michael Kommenda, Gabriel Kronberger, Christoph Feilmayr, Leonhard Schickmair, Michael Affenzeller, Stephan M. Winkler, Stefan Wagner:
Application of Symbolic Regression on Blast Furnace and Temper Mill Datasets. EUROCAST (1) 2011: 400-407
[c32]
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Erik Pitzer, Michael Affenzeller, Andreas Beham, Stefan Wagner:
Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab. EUROCAST (1) 2011: 424-431
[c31]
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Stephan M. Winkler, Michael Affenzeller, Stefan Wagner:
Analysis of the effects of enhanced selection concepts for genetic programming based structure identification using fine-grained population diversity estimation. GECCO (Companion) 2011: 195-196
[c30]
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Stefan Wagner, Gabriel Kronberger:
Algorithm and experiment design with heuristiclab: an open source optimization environment for research and education. GECCO (Companion) 2011: 1411-1438
2010
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Michael Affenzeller, Stefan Wagner, Stephan M. Winkler:
Effective allele preservation by offspring selection: an empirical study for the TSP. Int. J. Simul. Process. Model. 6(1): 29-39 (2010)

2000 – 2009

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What is the meaning of the colors in the publication lists?

2009
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Michael Affenzeller, Stephan M. Winkler, Stefan Wagner, Andreas Beham:
Genetic Algorithms and Genetic Programming - Modern Concepts and Practical Applications. CRC Press 2009, ISBN 978-1-58488-629-7, pp. I-XXVII, 1-365
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Stephan M. Winkler, Michael Affenzeller, Stefan Wagner:
Using enhanced genetic programming techniques for evolving classifiers in the context of medical diagnosis. Genet. Program. Evolvable Mach. 10(2): 111-140 (2009)
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Brigitte Rafael, Stefan Oertl, Michael Affenzeller, Stefan Wagner:
Music Segmentation With Genetic Algorithms. DEXA Workshops 2009: 256-260
[c28]
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Brigitte Rafael, Stefan Oertl, Michael Affenzeller, Stefan Wagner:
Using Heuristic Optimization for Segmentation of Symbolic Music. EUROCAST 2009: 641-648
[c27]
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Stephan M. Winkler, Markus Hirsch, Michael Affenzeller, Luigi del Re, Stefan Wagner:
Virtual Sensors for Emissions of a Diesel Engine Produced by Evolutionary System Identification. EUROCAST 2009: 657-664
[c26]
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Stefan Wagner, Gabriel Kronberger, Andreas Beham, Stephan M. Winkler, Michael Affenzeller:
Model Driven Rapid Prototyping of Heuristic Optimization Algorithms. EUROCAST 2009: 729-736
[c25]
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Michael Kastner, Mohamed Wagdy Saleh, Stefan Wagner, Michael Affenzeller, Witold Jacak:
Heuristic Methods for Searching and Clustering Hierarchical Workflows. EUROCAST 2009: 737-744
[c24]
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Andreas Beham, Monika Kofler, Michael Affenzeller, Stefan Wagner:
Evolutionary Selection in Simulation-Based Optimization. EUROCAST 2009: 761-768
[c23]
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Michael Affenzeller, Stephan M. Winkler, Andreas Beham, Stefan Wagner:
On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms. EUROCAST 2009: 777-784
[c22]
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Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller, Andreas Beham, Stefan Wagner:
On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection. EUROCAST 2009: 793-800
[c21]
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Monika Kofler, Stefan Wagner, Andreas Beham, Gabriel Kronberger, Michael Affenzeller:
Priority Rule Generation with a Genetic Algorithm to Minimize Sequence Dependent Setup Costs. EUROCAST 2009: 817-824
[c20]
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Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller, Stefan Wagner:
On Crossover Success Rate in Genetic Programming with Offspring Selection. EuroGP 2009: 232-243
[c19]
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Michael Affenzeller, Andreas Beham, Stefan Wagner, Stephan M. Winkler:
About the dynamics of essential genetic information: an empirical analysis for selected GA-variants. GEC Summit 2009: 787-790
[c18]
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Stephan M. Winkler, Michael Affenzeller, Stefan Wagner:
Fine grained population diversity analysis for parallel genetic programming. IPDPS 2009: 1-8
[c17]
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Andreas Beham, Monika Kofler, Stefan Wagner, Michael Affenzeller:
Coupling Simulation with HeuristicLab to Solve Facility Layout Problems. WSC 2009: 2205-2217
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Michael Affenzeller, Andreas Beham, Monika Kofler, Gabriel Kronberger, Stefan A. Wagner, Stephan M. Winkler:
Metaheuristic Optimization. Hagenberg Research 2009: 103-155
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Roland R. Wagner, Josef Küng, Birgit Pröll, Christina Buttinger, Christina Feilmayr, Bernhard Freudenthaler, Michael Guttenbrunner, Christian Hawel, Melanie Himsl, Daniel Jabornig, Werner Leithner, Stefan Parzer, Reinhard Stumptner, Stefan Wagner, Wolfram Wöß:
Information and Semantics in Databases and on the Web. Hagenberg Research 2009: 281-331
2008
[c16]
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Stephan M. Winkler, Michael Affenzeller, Stefan Wagner:
Fine-grained population diversity estimation for genetic programming based structure identification. GECCO 2008: 1435-1436
[c15]
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Andreas Beham, Stephan M. Winkler, Stefan Wagner, Michael Affenzeller:
A genetic programming approach to solve scheduling problems with parallel simulation. IPDPS 2008: 1-5
2007
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Stephan M. Winkler, Hajrudin Efendic, Luigi del Re, Michael Affenzeller, Stefan Wagner:
Online modelling based on Genetic Programming. Int. J. Intell. Syst. Technol. Appl. 2(2/3): 255-270 (2007)
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Stephan M. Winkler, Michael Affenzeller, Stefan Wagner:
Advanced Genetic Programming Based Machine Learning. J. Math. Model. Algorithms 6(3): 455-480 (2007)
[c14]
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Stefan Wagner, Stephan M. Winkler, Erik Pitzer, Gabriel Kronberger, Andreas Beham, Roland Braune, Michael Affenzeller:
Benefits of Plugin-Based Heuristic Optimization Software Systems. EUROCAST 2007: 747-754
[c13]
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Stephan M. Winkler, Michael Affenzeller, Stefan Wagner:
Selection Pressure Driven Sliding Window Behavior in Genetic Programming Based Structure Identification. EUROCAST 2007: 788-795
[c12]
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Roland Braune, Stefan Wagner, Michael Affenzeller:
Optimization Methods for Large-Scale Production Scheduling Problems. EUROCAST 2007: 812-819
[c11]
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Michael Affenzeller, Stefan Wagner, Stephan M. Winkler:
Self-adaptive Population Size Adjustment for Genetic Algorithms. EUROCAST 2007: 820-828
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Michael Affenzeller, Stefan Wagner, Stephan M. Winkler:
Aspects of adaptation in natural and artificial evolution. GECCO (Companion) 2007: 2595-2602
2006
[c9]
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Stephan M. Winkler, Michael Affenzeller, Stefan Wagner:
Sets of receiver operating characteristic curves and their use in the evaluation of multi-class classification. GECCO 2006: 1601-1602
[c8]
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  - conf/ipps/WinklerAW06
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Stephan M. Winkler, Michael Affenzeller, Stefan Wagner:
Advances in applying genetic programming to machine learning, focussing on classification problems. IPDPS 2006
2005
[c7]
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Stephan M. Winkler, Hajrudin Efendic, Michael Affenzeller, Luigi del Re, Stefan Wagner:
On-Line Modelling Based on Genetic Programming. ALaRT 2005: 119-130
[c6]
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Michael Affenzeller, Stefan Wagner, Stephan M. Winkler:
Goal-oriented preservation of essential genetic information by offspring selection. GECCO 2005: 1595-1596
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Stefan Wagner, Michael Affenzeller:
The Allele Meta-model - Developing a Common Language for Genetic Algorithms. IWINAC (2) 2005: 202-211
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Michael Affenzeller, Stefan Wagner, Stephan M. Winkler:
GA-Selection Revisited from an ES-Driven Point of View. IWINAC (2) 2005: 262-271
2004
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Michael Affenzeller, Stefan Wagner:
SASEGASA: A New Generic Parallel Evolutionary Algorithm for Achieving Highest Quality Results. J. Heuristics 10(3): 243-267 (2004)
2003
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Michael Affenzeller, Stefan Wagner:
A Self-adaptive Model for Selective Pressure Handling within the Theory of Genetic Algorithms. EUROCAST 2003: 384-393
[c2]
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Stefan Wagner, Michael Affenzeller, Ismail Khalil Ibrahim:
Agent-based Problem Solving: The Ant Colonies Metaphor. iiWAS 2003
[c1]
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Michael Affenzeller, Stefan Wagner:
SASEGASA: An Evolutionary Algorithm for Retarding Premature Convergence by Self-adaptive Selection Pressure Steering. IWANN (1) 2003: 438-445

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