Hans-Georg Beyer
Orcid: 0000-0002-7455-8686Affiliations:
- Vorarlberg University of Applied Sciences, Austria
According to our database1,
Hans-Georg Beyer
authored at least 130 papers
between 1989 and 2023.
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Bibliography
2023
Progress analysis of a multi-recombinative evolution strategy on the highly multimodal Rastrigin function.
Theor. Comput. Sci., November, 2023
On a Population Sizing Model for Evolution Strategies Optimizing the Highly Multimodal Rastrigin Function.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2023
2022
On the Design of a Matrix Adaptation Evolution Strategy for Optimization on General Quadratic Manifolds.
ACM Trans. Evol. Learn. Optim., 2022
Progress Rate Analysis of Evolution Strategies on the Rastrigin Function: First Results.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
2021
A matrix adaptation evolution strategy for optimization on general quadratic manifolds.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
Analysis of the $(\mu/\mu_{I}, \lambda)-\sigma$ -Self-Adaptation Evolution Strategy With Repair by Projection Applied to a Conically Constrained Problem.
IEEE Trans. Evol. Comput., 2020
On the steady state analysis of covariance matrix self-adaptation evolution strategies on the noisy ellipsoid model.
Theor. Comput. Sci., 2020
Matrix adaptation evolution strategies for optimization under nonlinear equality constraints.
Swarm Evol. Comput., 2020
Analysis of the (μ/μI, λ)-CSA-ES with Repair by Projection Applied to a Conically Constrained Problem.
Evol. Comput., 2020
Errata: Convergence Analysis of Evolutionary Algorithms That Are Based on the Paradigm of Information Geometry.
Evol. Comput., 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
A Modified Matrix Adaptation Evolution Strategy with Restarts for Constrained Real-World Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
A Covariance Matrix Self-Adaptation Evolution Strategy for Optimization Under Linear Constraints.
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
Analysis of the (1, <i>λ</i>)-<i>σ</i>-Self-Adaptation Evolution Strategy with repair by projection applied to a conically constrained problem.
Theor. Comput. Sci., 2019
Benchmarking evolutionary algorithms for single objective real-valued constrained optimization - A critical review.
Swarm Evol. Comput., 2019
A multi-recombinative active matrix adaptation evolution strategy for constrained optimization.
Soft Comput., 2019
Analysis of the (μ/μ<sub>I</sub>, λ)-CSA-ES with Repair by Projection Applied to a Conically Constrained Problem.
CoRR, 2019
Comparison of contemporary evolutionary algorithms on the rotated Klee-Minty problem.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Steady state analysis of a multi-recombinative meta-ES on a conically constrained problem with comparison to σSA and CSA.
Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2019
2018
Analysis of the (μ/μ<sub>I</sub>, λ)-σ-Self-Adaptation Evolution Strategy with Repair by Projection Applied to a Conically Constrained Problem.
CoRR, 2018
A Covariance Matrix Self-Adaptation Evolution Strategy for Linear Constrained Optimization.
CoRR, 2018
Benchmarking Evolutionary Algorithms For Real-valued Constrained Optimization - A Critical Review.
CoRR, 2018
A Linear Constrained Optimization Benchmark for Probabilistic Search Algorithms: The Rotated Klee-Minty Problem.
Proceedings of the Theory and Practice of Natural Computing - 7th International Conference, 2018
A Simple Approach for Constrained Optimization - An Evolution Strategy that Evolves Rays.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
IEEE Trans. Evol. Comput., 2017
Toward a Steady-State Analysis of an Evolution Strategy on a Robust Optimization Problem With Noise-Induced Multimodality.
IEEE Trans. Evol. Comput., 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2016
Theor. Comput. Sci., 2016
Evol. Comput., 2016
Evolution Under Strong Noise: A Self-Adaptive Evolution Strategy Can Reach the Lower Performance Bound - The pcCMSA-ES.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
2015
Towards an Analysis of Self-Adaptive Evolution Strategies on the Noisy Ellipsoid Model.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
2014
The Dynamics of Self-Adaptive Multirecombinant Evolution Strategies on the General Ellipsoid Model.
IEEE Trans. Evol. Comput., 2014
Evolution on trees: On the design of an evolution strategy for scenario-based multi-period portfolio optimization under transaction costs.
Swarm Evol. Comput., 2014
Convergence Analysis of Evolutionary Algorithms That Are Based on the Paradigm of Information Geometry.
Evol. Comput., 2014
2013
Proceedings of the Foundations of Genetic Algorithms XII, 2013
2012
Proceedings of the Handbook of Natural Computing, 2012
Erratum to "On the Design of Constraint Covariance Matrix Self-Adaptation Evolution Strategies Including a Cardinality Constraint".
IEEE Trans. Evol. Comput., 2012
On the Design of Constraint Covariance Matrix Self-Adaptation Evolution Strategies Including a Cardinality Constraint.
IEEE Trans. Evol. Comput., 2012
Performance analysis of the simultaneous perturbation stochastic approximation algorithm on the noisy sphere model.
Theor. Comput. Sci., 2012
HappyCat - A Simple Function Class Where Well-Known Direct Search Algorithms Do Fail.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2011
Noisy optimization: a theoretical strategy comparison of ES, EGS, SPSA & IF on the noisy sphere.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
2010
Performance of the $(\mu /\mu _{I}, \lambda )\hbox {-}\sigma {\rm SA}$ -ES on a Class of PDQFs.
IEEE Trans. Evol. Comput., 2010
Evol. Comput., 2010
On the analysis of self-adaptive evolution strategies on elliptic model: first results.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
2009
Irradiance Forecasting for the Power Prediction of Grid-Connected Photovoltaic Systems.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
On the behaviour of weighted multi-recombination evolution strategies optimising noisy cigar functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Foundations of Genetic Algorithms, 2009
2008
Evolution strategies with cumulative step length adaptation on the noisy parabolic ridge.
Nat. Comput., 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
sigma-Self-Adaptive Weighted Multirecombination Evolution Strategy with Scaled Weights on the Noisy Sphere.
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Mutative sigma-self-adaptation can beat cumulative step size adaptation when using weighted recombination.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Proceedings of the Parameter Setting in Evolutionary Algorithms, 2007
Proceedings of the Foundations of Genetic Algorithms, 9th International Workshop, 2007
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007
2006
Functions with noise-induced multimodality: a test for evolutionary robust Optimization-properties and performance analysis.
IEEE Trans. Evol. Comput., 2006
IEEE Trans. Evol. Comput., 2006
Genet. Program. Evolvable Mach., 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Stat. Comput., 2005
A New Approach for Predicting the Final Outcome of Evolution Strategy Optimization Under Noise.
Genet. Program. Evolvable Mach., 2005
Proceedings of the Foundations of Genetic Algorithms, 8th International Workshop, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Performance analysis of evolutionary optimization with cumulative step length adaptation.
IEEE Trans. Autom. Control., 2004
On the Impact of Systematic Noise on the Evolutionary Optimization Performance-A Sphere Model Analysis.
Genet. Program. Evolvable Mach., 2004
Proceedings of the Parallel Problem Solving from Nature, 2004
Actuator Noise in Recombinant Evolution Strategies on General Quadratic Fitness Models.
Proceedings of the Genetic and Evolutionary Computation, 2004
Proceedings of the Theory of Evolutionary Algorithms, 15.-20. February 2004, 2004
2003
Qualms Regarding the Optimality of Cumulative Path Length Control in CSA/CMA-Evolution Strategies.
Evol. Comput., 2003
A Comparison of Evolution Strategies with Other Direct Search Methods in the Presence of Noise.
Comput. Optim. Appl., 2003
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003
The Steady State Behavior of (µ/µ<sub>I</sub>, lambda)-ES on Ellipsoidal Fitness Models Disturbed by Noise.
Proceedings of the Genetic and Evolutionary Computation, 2003
2002
IEEE Trans. Evol. Comput., 2002
Performance analysis of evolution strategies with multi-recombination in high-dimensional RN-search spaces disturbed by noise.
Theor. Comput. Sci., 2002
Proceedings of the Recent Advances in Simulated Evolution and Learning [extended and revised papers selected from the 4th Asia-Pacific Conference on Simulated Evolution and Learning, 2002
Proceedings of the Parallel Problem Solving from Nature, 2002
On the Behavior of (μ/μ<sub>1</sub>, λ)-ES Optimizing Functions Disturbed by Generalized Noise.
Proceedings of the Seventh Workshop on Foundations of Genetic Algorithms, 2002
2001
IEEE Trans. Evol. Comput., 2001
IEEE Trans. Evol. Comput., 2001
Evol. Comput., 2001
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
The theory of evolution strategies.
Natural computing series, Springer, ISBN: 978-3-540-67297-5, 2001
2000
Proceedings of the Parallel Problem Solving from Nature, 2000
Efficiency and Mutation Strength Adaptation of the (mu, mu<sub>I</sub>, lambda)-ES in a Noisy Environment.
Proceedings of the Parallel Problem Solving from Nature, 2000
Proceedings of the Sixth Workshop on Foundations of Genetic Algorithms, 2000
1999
Self-Adaptation in Real-Parameter Genetic Algorithms with Simulated Binary Crossover.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Fitness Noise and Localization Errors of the Optimum in General Quadratic Fitness Models.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Some observations on the interaction of recombination and self-adaptation in evolution strategies.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
1998
Proceedings of the Parallel Problem Solving from Nature, 1998
Mutate Large, But Inherit Small! On the Analysis of Rescaled Mutations in 1-lambda-ES with Noisy Fitness Data.
Proceedings of the Parallel Problem Solving from Nature, 1998
On the Dynamics of EAs without Selection.
Proceedings of the Fifth Workshop on Foundations of Genetic Algorithms, 1998
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998
1997
The Dynamics of Evolution Strategies in the Optimization of Traveling Salesman Problems.
Proceedings of the Evolutionary Programming VI, 6th International Conference, 1997
A Note on the Escape Probabilities for Two Alternative Methods of Selection Under Gaussian Mutation.
Proceedings of the Evolutionary Programming VI, 6th International Conference, 1997
1996
Proceedings of the Parallel Problem Solving from Nature, 1996
1995
Evol. Comput., 1995
Toward a Theory of Evolution Strategies: On the Benefit of Sex - the (mu/mu, lambda)-Theory.
Evol. Comput., 1995
1994
Evol. Comput., 1994
Towards a Theory of 'Evolution Strategies': Results for (1, <sup>+</sup>λ)-Strategies on (Nearly) Arbitrary Fitness Functions.
Proceedings of the Parallel Problem Solving from Nature, 1994
1993
Toward a Theory of Evolution Strategies: Some Asymptotical Results from the (1, +lambda)-Theory.
Evol. Comput., 1993
1992
Some Aspects of the 'Evolution Strategiy' for Solving TSP-Like Optimization Problems Appearing at the Design Studies of a 0.5 TeV e<sup>+</sup>e<sup>-</sup>-Linear Collider.
Proceedings of the Parallel Problem Solving from Nature 2, 1992
1989
Ein Evolutionsverfahren zur mathematischen Modellierung stationärer Zustände in dynamischen Systemen.
PhD thesis, 1989