Stefan Wagner
Orcid: 0000-0002-0323-9274Affiliations:
- University of Applied Sciences Upper Austria, Department of Software Engineering
According to our database1,
Stefan Wagner
authored at least 107 papers
between 2003 and 2023.
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Bibliography
2023
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023
Walking through the Quadratic Assignment-Instance Space: Algorithm Performance and Landscape Measures.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
2022
DynStack: a benchmarking framework for dynamic optimization problems in warehouse operations.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Dynamic Vehicle Routing with Time-Linkage: From Problem States to Algorithm Performance.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
Improving the Flexibility of Shape-Constrained Symbolic Regression with Extended Constraints.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
2021
Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021
Integrated Machine Learning in Open-Ended Crane Scheduling: Learning Movement Speeds and Service Times.
Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021
Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
2019
Approximate Q-Learning for Stacking Problems with Continuous Production and Retrieval.
Appl. Artif. Intell., 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
A Model-Based Learning Approach for Controlling the Energy Flows of a Residential Household Using Genetic Programming to Perform Symbolic Regression.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019
2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
2017
Int. J. Simul. Process. Model., 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Dynamic observation of genotypic and phenotypic diversity for different symbolic regression GP variants.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017
Offspring Selection Genetic Algorithm Revisited: Improvements in Efficiency by Early Stopping Criteria in the Evaluation of Unsuccessful Individuals.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017
Analysis and Visualization of the Impact of Different Parameter Configurations on the Behavior of Evolutionary Algorithms.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017
2016
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Workshops, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Evolutionary Computation Software Systems (EvoSoft) Workshop 2016 Chairs' Welcome & Organization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
2015
Proceedings of the Computational Intelligence and Efficiency in Engineering Systems, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015
Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015
Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015
Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015
Increasing the Sensitivity of Cancer Predictors Using Confidence Based Ensemble Modeling.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015
Automatic Adaption of Operator Probabilities in Genetic Algorithms with Offspring Selection.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015
2014
IEEE Trans. Ind. Informatics, 2014
Proceedings of the Genetic Programming Theory and Practice XII, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
2013
On the use of estimated tumour marker classifications in tumour diagnosis prediction - a case study for breast cancer.
Int. J. Simul. Process. Model., 2013
Simulation-based evolution of resupply and routing policies in rich vendor-managed inventory scenarios.
Central Eur. J. Oper. Res., 2013
Proceedings of the Genetic Programming Theory and Practice XI [GPTP 2013, 2013
GPDL: a framework-independent problem definition language for grammar-guided genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Effects of constant optimization by nonlinear least squares minimization in symbolic regression.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Application of an Island Model Genetic Algorithm for a Multi-track Music Segmentation Problem.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2013
An Analysis of the Intensification and Diversification Behavior of Different Operators for Genetic Algorithms.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013
Optimization as a Service: On the Use of Cloud Computing for Metaheuristic Optimization.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013
2012
Proceedings of the Recent Advances in Intelligent Engineering Systems, 2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Algorithm and experiment design with heuristic lab: an open source optimization environment for research and education.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Optimization knowledge base: an open database for algorithm and problem characteristics and optimization results.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
An adaption of the schema theorem to various crossover and mutation operators for a music segmentation problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
On the architecture and implementation of tree-based genetic programming in HeuristicLab.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Integration of flexible interfaces in optimization software frameworks for simulation-based optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2011
Analysis of the effects of enhanced selection concepts for genetic programming based structure identification using fine-grained population diversity estimation.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Algorithm and experiment design with heuristiclab: an open source optimization environment for research and education.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based Tumor Marker Modeling.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011
Combination and Comparison of Different Genetic Encodings for the Vehicle Routing Problem.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011
2010
Effective allele preservation by offspring selection: an empirical study for the TSP.
Int. J. Simul. Process. Model., 2010
2009
Using enhanced genetic programming techniques for evolving classifiers in the context of medical diagnosis.
Genet. Program. Evolvable Mach., 2009
Proceedings of the 2009 Winter Simulation Conference, 2009
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009
About the dynamics of essential genetic information: an empirical analysis for selected GA-variants.
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009
Proceedings of the Genetic Programming, 12th European Conference, 2009
Virtual Sensors for Emissions of a Diesel Engine Produced by Evolutionary System Identification.
Proceedings of the Computer Aided Systems Theory, 2009
Proceedings of the Computer Aided Systems Theory, 2009
Proceedings of the Computer Aided Systems Theory, 2009
On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection.
Proceedings of the Computer Aided Systems Theory, 2009
Priority Rule Generation with a Genetic Algorithm to Minimize Sequence Dependent Setup Costs.
Proceedings of the Computer Aided Systems Theory, 2009
Proceedings of the Computer Aided Systems Theory, 2009
Proceedings of the Computer Aided Systems Theory, 2009
On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms.
Proceedings of the Computer Aided Systems Theory, 2009
Proceedings of the Database and Expert Systems Applications, 2009
Proceedings of the Hagenberg Research, 2009
Genetic Algorithms and Genetic Programming - Modern Concepts and Practical Applications.
CRC Press, ISBN: 978-1-58488-629-7, 2009
2008
A genetic programming approach to solve scheduling problems with parallel simulation.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008
Fine-grained population diversity estimation for genetic programming based structure identification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
2007
J. Math. Model. Algorithms, 2007
Int. J. Intell. Syst. Technol. Appl., 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Selection Pressure Driven Sliding Window Behavior in Genetic Programming Based Structure Identification.
Proceedings of the Computer Aided Systems Theory, 2007
Proceedings of the Computer Aided Systems Theory, 2007
Proceedings of the Computer Aided Systems Theory, 2007
Proceedings of the Computer Aided Systems Theory, 2007
2006
Advances in applying genetic programming to machine learning, focussing on classification problems.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006
Sets of receiver operating characteristic curves and their use in the evaluation of multi-class classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
2005
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
On-Line Modelling Based on Genetic Programming.
Proceedings of the International Workshop on Automatic Learning and Real-Time, 2005
2004
SASEGASA: A New Generic Parallel Evolutionary Algorithm for Achieving Highest Quality Results.
J. Heuristics, 2004
2003
SASEGASA: An Evolutionary Algorithm for Retarding Premature Convergence by Self-adaptive Selection Pressure Steering.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Agent-based Problem Solving: The Ant Colonies Metaphor.
Proceedings of the iiWAS'2003, 2003
A Self-adaptive Model for Selective Pressure Handling within the Theory of Genetic Algorithms.
Proceedings of the Computer Aided Systems Theory, 2003