Hans-Georg Beyer

153 papers A 45B 12C 1Journal 69Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Investigating Adaptive Population Control Strategies With Cumulative Step-Size Adaptation.
IEEE Trans. Evol. Comput.
Amir Omeradzic, Hans-Georg Beyer
2025 J jnl
On a Population Sizing Model for Evolution Strategies in Multimodal Landscapes.
IEEE Trans. Evol. Comput.
Lisa Schönenberger, Hans-Georg Beyer
2025 A conf
Optimal Restart Strategies for Parameter-dependent Optimization Algorithms.
FOGA
Lisa Schönenberger, Hans-Georg Beyer
2025 J jnl
Optimal Restart Strategies for Parameter-dependent Optimization Algorithms.
CoRR
Lisa Schönenberger, Hans-Georg Beyer
2025 J jnl
Self-Adaptation of Multirecombinant Evolution Strategies on the Highly Multimodal Rastrigin Function.
IEEE Trans. Evol. Comput.
Amir Omeradzic, Hans-Georg Beyer
2025 — conf
What You Always Wanted to Know About Evolution Strategies, But Never Dared to Ask.
GECCO Companion
Hans-Georg Beyer
2024 J jnl
Analyzing design principles for competitive evolution strategies in constrained search spaces.
CoRR
Michael Hellwig, Hans-Georg Beyer
2024 B conf
Bias in Standard Self-Adaptive Evolution Strategies.
CEC
Amir Omeradzic, Hans-Georg Beyer
2024 J jnl
Mutation Strength Adaptation of the (μ/μ
CoRR
Amir Omeradzic, Hans-Georg Beyer
2024 J jnl
On the Interaction of Adaptive Population Control with Cumulative Step-Size Adaptation.
CoRR
Amir Omeradzic, Hans-Georg Beyer
2024 B conf
Success Rate of Evolution Strategies on the Multimodal Griewank Function.
CEC
Lisa Schönenberger, Hans-Georg Beyer
2023 A conf
Convergence Properties of the (μ/μI, λ)-ES on the Rastrigin Function.
FOGA
Amir Omeradzic, Hans-Georg Beyer
2023 A conf
On a Population Sizing Model for Evolution Strategies Optimizing the Highly Multimodal Rastrigin Function.
GECCO
Lisa Schönenberger, Hans-Georg Beyer
2023 J jnl
Progress analysis of a multi-recombinative evolution strategy on the highly multimodal Rastrigin function.
Theor. Comput. Sci.
Amir Omeradzic, Hans-Georg Beyer
2023 — conf
What You Always Wanted to Know About Evolution Strategies, But Never Dared to Ask.
GECCO Companion
Hans-Georg Beyer
2022 — conf
Benchmarking ϵMAg-ES and BP-ϵMAg-ES on the bbob-constrained testbed.
GECCO Companion
Michael Hellwig, Hans-Georg Beyer
2022 J jnl
On the Design of a Matrix Adaptation Evolution Strategy for Optimization on General Quadratic Manifolds.
ACM Trans. Evol. Learn. Optim.
Patrick Spettel, Hans-Georg Beyer
2022 — conf
Progress Rate Analysis of Evolution Strategies on the Rastrigin Function: First Results.
PPSN (2)
Amir Omeradzic, Hans-Georg Beyer
2021 A conf
A matrix adaptation evolution strategy for optimization on general quadratic manifolds.
GECCO
Patrick Spettel, Hans-Georg Beyer
2020 B conf
A Modified Matrix Adaptation Evolution Strategy with Restarts for Constrained Real-World Problems.
CEC
Michael Hellwig, Hans-Georg Beyer
2020 J jnl
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.
Patrick Spettel, Hans-Georg Beyer
2020 J jnl
Analysis of the (μ/μI, λ)-CSA-ES with Repair by Projection Applied to a Conically Constrained Problem.
Evol. Comput.
Patrick Spettel, Hans-Georg Beyer
2020 — conf
Design principles for matrix adaptation evolution strategies.
GECCO Companion
Hans-Georg Beyer
2020 J jnl
Errata: Convergence Analysis of Evolutionary Algorithms That Are Based on the Paradigm of Information Geometry.
Evol. Comput.
Hans-Georg Beyer
2020 J jnl
Matrix adaptation evolution strategies for optimization under nonlinear equality constraints.
Swarm Evol. Comput.
Patrick Spettel, Hans-Georg Beyer
2020 J jnl
On the steady state analysis of covariance matrix self-adaptation evolution strategies on the noisy ellipsoid model.
Theor. Comput. Sci.
Michael Hellwig, Hans-Georg Beyer
2019 J jnl
A Covariance Matrix Self-Adaptation Evolution Strategy for Optimization Under Linear Constraints.
IEEE Trans. Evol. Comput.
Patrick Spettel, Hans-Georg Beyer, Michael Hellwig
2019 J jnl
A multi-recombinative active matrix adaptation evolution strategy for constrained optimization.
Soft Comput.
Patrick Spettel, Hans-Georg Beyer
2019 A conf
Analysis of a meta-ES on a conically constrained problem.
GECCO
Michael Hellwig, Hans-Georg Beyer
2019 J jnl
Analysis of the (1,
Theor. Comput. Sci.
Patrick Spettel, Hans-Georg Beyer
2019 J jnl
Analysis of the (μ/μ
CoRR
Patrick Spettel, Hans-Georg Beyer
2019 J jnl
Benchmarking evolutionary algorithms for single objective real-valued constrained optimization - A critical review.
Swarm Evol. Comput.
Michael Hellwig, Hans-Georg Beyer
2019 — conf
Comparison of contemporary evolutionary algorithms on the rotated Klee-Minty problem.
GECCO (Companion)
Michael Hellwig, Patrick Spettel, Hans-Georg Beyer
2019 J jnl
Large Scale Black-Box Optimization by Limited-Memory Matrix Adaptation.
IEEE Trans. Evol. Comput.
Ilya Loshchilov, Tobias Glasmachers, Hans-Georg Beyer
2019 A conf
Steady state analysis of a multi-recombinative meta-ES on a conically constrained problem with comparison to σSA and CSA.
FOGA
Patrick Spettel, Hans-Georg Beyer, Michael Hellwig
2018 J jnl
A Covariance Matrix Self-Adaptation Evolution Strategy for Linear Constrained Optimization.
CoRR
Patrick Spettel, Hans-Georg Beyer, Michael Hellwig
2018 J jnl
A Linear Constrained Optimization Benchmark For Probabilistic Search Algorithms: The Rotated Klee-Minty Problem.
CoRR
Michael Hellwig, Hans-Georg Beyer
2018 — conf
A Linear Constrained Optimization Benchmark for Probabilistic Search Algorithms: The Rotated Klee-Minty Problem.
TPNC
Michael Hellwig, Hans-Georg Beyer
2018 B conf
A Matrix Adaptation Evolution Strategy for Constrained Real-Parameter Optimization.
CEC
Michael Hellwig, Hans-Georg Beyer
2018 B conf
A Simple Approach for Constrained Optimization - An Evolution Strategy that Evolves Rays.
CEC
Patrick Spettel, Hans-Georg Beyer
2018 J jnl
Analysis of the (μ/μ
CoRR
Patrick Spettel, Hans-Georg Beyer
2018 J jnl
Benchmarking Evolutionary Algorithms For Real-valued Constrained Optimization - A Critical Review.
CoRR
Michael Hellwig, Hans-Georg Beyer
2017 A conf
Analysis of the pcCMSA-ES on the noisy ellipsoid model.
GECCO
Hans-Georg Beyer, Michael Hellwig
2017 J jnl
Limited-Memory Matrix Adaptation for Large Scale Black-box Optimization.
CoRR
Ilya Loshchilov, Tobias Glasmachers, Hans-Georg Beyer
2017 J jnl
Simplify Your Covariance Matrix Adaptation Evolution Strategy.
IEEE Trans. Evol. Comput.
Hans-Georg Beyer, Bernhard Sendhoff
2017 J jnl
Toward a Steady-State Analysis of an Evolution Strategy on a Robust Optimization Problem With Noise-Induced Multimodality.
IEEE Trans. Evol. Comput.
Hans-Georg Beyer, Bernhard Sendhoff
2016 A conf
Evolution Under Strong Noise: A Self-Adaptive Evolution Strategy Can Reach the Lower Performance Bound - The pcCMSA-ES.
PPSN
Michael Hellwig, Hans-Georg Beyer
2016 J jnl
Mutation strength control via meta evolution strategies on the ellipsoid model.
Theor. Comput. Sci.
Michael Hellwig, Hans-Georg Beyer
2016 J jnl
The Dynamics of Cumulative Step Size Adaptation on the Ellipsoid Model.
Evol. Comput.
Hans-Georg Beyer, Michael Hellwig
2015 A conf
Towards an Analysis of Self-Adaptive Evolution Strategies on the Noisy Ellipsoid Model.
GECCO
Alexander Melkozerov, Hans-Georg Beyer
2014 J jnl
Convergence Analysis of Evolutionary Algorithms That Are Based on the Paradigm of Information Geometry.
Evol. Comput.
Hans-Georg Beyer
2014 J jnl
Evolution on trees: On the design of an evolution strategy for scenario-based multi-period portfolio optimization under transaction costs.
Swarm Evol. Comput.
Hans-Georg Beyer, Steffen Finck, Thomas Breuer
2014 J jnl
The Dynamics of Self-Adaptive Multirecombinant Evolution Strategies on the General Ellipsoid Model.
IEEE Trans. Evol. Comput.
Hans-Georg Beyer, Alexander Melkozerov
2013 A conf
Controlling population size and mutation strength by Meta-ES under fitness noise.
FOGA
Hans-Georg Beyer, Michael Hellwig
2012 J jnl
Erratum to "On the Design of Constraint Covariance Matrix Self-Adaptation Evolution Strategies Including a Cardinality Constraint".
IEEE Trans. Evol. Comput.
Hans-Georg Beyer, Steffen Finck
2012 — conf
HappyCat - A Simple Function Class Where Well-Known Direct Search Algorithms Do Fail.
PPSN (1)
Hans-Georg Beyer, Steffen Finck
2012 A conf
Mutation strength control by meta-ES on the sharp ridge.
GECCO
Hans-Georg Beyer, Michael Hellwig
2012 J jnl
On the Design of Constraint Covariance Matrix Self-Adaptation Evolution Strategies Including a Cardinality Constraint.
IEEE Trans. Evol. Comput.
Hans-Georg Beyer, Steffen Finck
2012 J jnl
Performance analysis of the simultaneous perturbation stochastic approximation algorithm on the noisy sphere model.
Theor. Comput. Sci.
Steffen Finck, Hans-Georg Beyer
2012 — ch.
The Dynamical Systems Approach - Progress Measures and Convergence Properties.
Handbook of Natural Computing
Silja Meyer-Nieberg, Hans-Georg Beyer
2011 A ed.
Foundations of Genetic Algorithms, 11th International Workshop, FOGA 2011, Schwarzenberg, Austria, January 5-8, 2011, Proceedings
FOGA
Hans-Georg Beyer, William B. Langdon
2011 A conf
Noisy optimization: a theoretical strategy comparison of ES, EGS, SPSA & IF on the noisy sphere.
GECCO
Steffen Finck, Hans-Georg Beyer, Alexander Melkozerov
2010 — conf
Benchmarking CMA-EGS on the BBOB 2010 noiseless function testbed.
GECCO (Companion)
Steffen Finck, Hans-Georg Beyer
2010 — conf
Benchmarking CMA-EGS on the BBOB 2010 noisy function testbed.
GECCO (Companion)
Steffen Finck, Hans-Georg Beyer
2010 — conf
Benchmarking SPSA on BBOB-2010 noiseless function testbed.
GECCO (Companion)
Steffen Finck, Hans-Georg Beyer
2010 — conf
Benchmarking SPSA on BBOB-2010 noisy function testbed.
GECCO (Companion)
Steffen Finck, Hans-Georg Beyer
2010 J jnl
Editorial Introduction.
Evol. Comput.
Hans-Georg Beyer
2010 J jnl
On the Behaviour of Evolution Strategies Optimising Cigar Functions.
Evol. Comput.
Dirk V. Arnold, Hans-Georg Beyer
2010 A conf
On the analysis of self-adaptive evolution strategies on elliptic model: first results.
GECCO
Alexander Melkozerov, Hans-Georg Beyer
2010 J jnl
Performance of the $(\mu /\mu _{I}, \lambda )\hbox {-}\sigma {\rm SA}$ -ES on a Class of PDQFs.
IEEE Trans. Evol. Comput.
Hans-Georg Beyer, Steffen Finck
2009 J jnl
Irradiance Forecasting for the Power Prediction of Grid-Connected Photovoltaic Systems.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Elke Lorenz, Johannes Hurka, Detlev Heinemann, Hans-Georg Beyer
2009 A conf
On strategy parameter control by Meta-ES.
GECCO
Hans-Georg Beyer, Martin Dobler, Christian Hämmerle, Philip Masser
2009 A conf
On the behaviour of weighted multi-recombination evolution strategies optimising noisy cigar functions.
GECCO
Dirk V. Arnold, Hans-Georg Beyer, Alexander Melkozerov
2009 A conf
Weighted recombination evolution strategy on a class of PDQF's.
FOGA
Steffen Finck, Hans-Georg Beyer
2008 A conf
Covariance Matrix Adaptation Revisited - The CMSA Evolution Strategy -.
PPSN
Hans-Georg Beyer, Bernhard Sendhoff
2008 J jnl
Evolution strategies with cumulative step length adaptation on the noisy parabolic ridge.
Nat. Comput.
Dirk V. Arnold, Hans-Georg Beyer
2008 A conf
Mutative sigma-self-adaptation can beat cumulative step size adaptation when using weighted recombination.
GECCO
Hans-Georg Beyer, Alexander Melkozerov
2008 B conf
On the performance of evolution strategies on noisy PDQFs: Progress rate analysis.
IEEE Congress on Evolutionary Computation
Hans-Georg Beyer, Steffen Finck
2008 A conf
Why noise may be good: additive noise on the sharp ridge.
GECCO
Silja Meyer-Nieberg, Hans-Georg Beyer
2008 A conf
sigma-Self-Adaptive Weighted Multirecombination Evolution Strategy with Scaled Weights on the Noisy Sphere.
PPSN
Hans-Georg Beyer, Alexander Melkozerov
2007 J jnl
Evolution strategies.
Scholarpedia
Hans-Georg Beyer
2007 — conf
Evolutionary Algorithms in the Presence of Noise: To Sample or Not to Sample.
FOCI
Hans-Georg Beyer, Bernhard Sendhoff
2007 A conf
Mutative Self-adaptation on the Sharp and Parabolic Ridge.
FOGA
Silja Meyer-Nieberg, Hans-Georg Beyer
2007 — ch.
Self-Adaptation in Evolutionary Algorithms.
Parameter Setting in Evolutionary Algorithms
Silja Meyer-Nieberg, Hans-Georg Beyer
2006 J jnl
A general noise model and its effects on evolution strategy performance.
IEEE Trans. Evol. Comput.
Dirk V. Arnold, Hans-Georg Beyer
2006 B conf
Evolution Strategies for Robust Optimization.
IEEE Congress on Evolutionary Computation
Hans-Georg Beyer, Bernhard Sendhoff
2006 J jnl
Functions with noise-induced multimodality: a test for evolutionary robust Optimization-properties and performance analysis.
IEEE Trans. Evol. Comput.
Hans-Georg Beyer, Bernhard Sendhoff
2006 J jnl
Optimum Tracking with Evolution Strategies.
Evol. Comput.
Dirk V. Arnold, Hans-Georg Beyer
2006 A ed.
Parallel Problem Solving from Nature - PPSN IX, 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings
PPSN
Thomas Philip Runarsson, Hans-Georg Beyer, Edmund K. Burke, Juan Julián Merelo Guervós, L. Darrell Whitley, Xin Yao
2006 J jnl
Self-adaptation of evolution strategies under noisy fitness evaluations.
Genet. Program. Evolvable Mach.
Hans-Georg Beyer, Silja Meyer-Nieberg
2006 A conf
Self-adaptation on the Ridge Function Class: First Results for the Sharp Ridge.
PPSN
Hans-Georg Beyer, Silja Meyer-Nieberg
2006 J jnl
Special Issue: Best of GECCO 2005.
Genet. Program. Evolvable Mach.
Hans-Georg Beyer
2006 J jnl
Special Issue: Best of GECCO 2005.
Nat. Comput.
Hans-Georg Beyer
2006 — ed.
Theory of Evolutionary Algorithms, 15.-20. February 2004
Theory of Evolutionary Algorithms
Hans-Georg Beyer, Thomas Jansen, Colin R. Reeves, Michael D. Vose
2005 J jnl
A New Approach for Predicting the Final Outcome of Evolution Strategy Optimization Under Noise.
Genet. Program. Evolvable Mach.
Hans-Georg Beyer, Dirk V. Arnold, Silja Meyer-Nieberg
2005 J jnl
Expected sample moments of concomitants of selected order statistics.
Stat. Comput.
Dirk V. Arnold, Hans-Georg Beyer
2005 A ed.
Genetic and Evolutionary Computation Conference, GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005
GECCO
Hans-Georg Beyer, Una-May O'Reilly
2005 A conf
On the Prediction of the Solution Quality in Noisy Optimization.
FOGA
Hans-Georg Beyer, Silja Meyer-Nieberg
2005 B conf
On the analysis of self-adaptive recombination strategies: first results.
Congress on Evolutionary Computation
Silja Meyer-Nieberg, Hans-Georg Beyer
2004 — conf
04081 Abstracts Collection - Theory of Evolutionary Algorithms.
Theory of Evolutionary Algorithms
Hans-Georg Beyer, Thomas Jansen, Colin R. Reeves, Michael D. Vose
2004 — conf
Actuator Noise in Recombinant Evolution Strategies on General Quadratic Fitness Models.
GECCO (1)
Hans-Georg Beyer
2004 — ed.
Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part I
GECCO (1)
Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund K. Burke, Paul J. Darwen, Dipankar Dasgupta, Dario Floreano, James A. Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector, Andrea Tettamanzi, Dirk Thierens, Andrew M. Tyrrell
2004 — ed.
Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part II
GECCO (2)
Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund K. Burke, Paul J. Darwen, Dipankar Dasgupta, Dario Floreano, James A. Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector, Andrea Tettamanzi, Dirk Thierens, Andrew M. Tyrrell
2004 J jnl
On the Impact of Systematic Noise on the Evolutionary Optimization Performance-A Sphere Model Analysis.
Genet. Program. Evolvable Mach.
Hans-Georg Beyer, Markus Olhofer, Bernhard Sendhoff
2004 A conf
On the Quality Gain of (1, lambda)-ES Under Fitness Noise.
PPSN
Hans-Georg Beyer, Silja Meyer-Nieberg
2004 J jnl
Performance analysis of evolutionary optimization with cumulative step length adaptation.
IEEE Trans. Autom. Control.
Dirk V. Arnold, Hans-Georg Beyer
2003 J jnl
A Comparison of Evolution Strategies with Other Direct Search Methods in the Presence of Noise.
Comput. Optim. Appl.
Dirk V. Arnold, Hans-Georg Beyer
2003 A ed.
Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part I
GECCO
Erick Cantú-Paz, James A. Foster, Kalyanmoy Deb, Lawrence Davis, Rajkumar Roy, Una-May O'Reilly, Hans-Georg Beyer, Russell K. Standish, Graham Kendall, Stewart W. Wilson, Mark Harman, Joachim Wegener, Dipankar Dasgupta, Mitchell A. Potter, Alan C. Schultz, Kathryn A. Dowsland, Natasa Jonoska, Julian F. Miller
2003 A ed.
Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II
GECCO
Erick Cantú-Paz, James A. Foster, Kalyanmoy Deb, Lawrence Davis, Rajkumar Roy, Una-May O'Reilly, Hans-Georg Beyer, Russell K. Standish, Graham Kendall, Stewart W. Wilson, Mark Harman, Joachim Wegener, Dipankar Dasgupta, Mitchell A. Potter, Alan C. Schultz, Kathryn A. Dowsland, Natasa Jonoska, Julian F. Miller
2003 J jnl
On the Benefits of Populations for Noisy Optimization.
Evol. Comput.
Dirk V. Arnold, Hans-Georg Beyer
2003 C conf
On the Effects of Outliers on Evolutionary Optimization.
IDEAL
Dirk V. Arnold, Hans-Georg Beyer
2003 J jnl
Qualms Regarding the Optimality of Cumulative Path Length Control in CSA/CMA-Evolution Strategies.
Evol. Comput.
Hans-Georg Beyer, Dirk V. Arnold
2003 A conf
The Steady State Behavior of (µ/µ
GECCO
Hans-Georg Beyer, Dirk V. Arnold
2002 J jnl
Evolution strategies - A comprehensive introduction.
Nat. Comput.
Hans-Georg Beyer, Hans-Paul Schwefel
2002 J jnl
How to analyse evolutionary algorithms.
Theor. Comput. Sci.
Hans-Georg Beyer, Hans-Paul Schwefel, Ingo Wegener
2002 J jnl
Local performance of the (1 + 1)-ES in a noisy environment.
IEEE Trans. Evol. Comput.
Dirk V. Arnold, Hans-Georg Beyer
2002 A conf
On the Behavior of (μ/μ
FOGA
Hans-Georg Beyer, Markus Olhofer, Bernhard Sendhoff
2002 A ed.
Parallel Problem Solving from Nature - PPSN VII, 7th International Conference, Granada, Spain, September 7-11, 2002, Proceedings
PPSN
Juan Julián Merelo Guervós, Panagiotis Adamidis, Hans-Georg Beyer, José Luis Fernández-Villacañas Martín, Hans-Paul Schwefel
2002 J jnl
Performance analysis of evolution strategies with multi-recombination in high-dimensional RN-search spaces disturbed by noise.
Theor. Comput. Sci.
Dirk V. Arnold, Hans-Georg Beyer
2002 A conf
Random Dynamics Optimum Tracking with Evolution Strategies.
PPSN
Dirk V. Arnold, Hans-Georg Beyer
2002 — conf
The Influence of stochastic Quality Functions on Evolutionary Search.
SEAL
Bernhard Sendhoff, Hans-Georg Beyer, Markus Olhofer
2001 B conf
Investigation of the (μ, λ)-ES in the presence of noise.
CEC
Dirk V. Arnold, Hans-Georg Beyer
2001 J jnl
On self-adaptive features in real-parameter evolutionary algorithms.
IEEE Trans. Evol. Comput.
Hans-Georg Beyer, Kalyanmoy Deb
2001 J jnl
On the performance of (1, Lambda)-evolution strategies for the ridge function class.
IEEE Trans. Evol. Comput.
Hans-Georg Beyer
2001 J jnl
Self-Adaptive Genetic Algorithms with Simulated Binary Crossover.
Evol. Comput.
Kalyanmoy Deb, Hans-Georg Beyer
2001 — book
The theory of evolution strategies.
Hans-Georg Beyer
2001 B conf
Thresholding-a selection operator for noisy ES.
CEC
Sandor Markon, Dirk V. Arnold, Thomas Bäck, Thomas Beielstein, Hans-Georg Beyer
2000 J jnl
Analysis of the (1, lambda)-ES on the Parabolic Ridge.
Evol. Comput.
Ahmet Irfan Oyman, Hans-Georg Beyer, Hans-Paul Schwefel
2000 J jnl
Analysis of the (µ/µ, lambda)-ES on the Parabolic Ridge.
Evol. Comput.
Ahmet Irfan Oyman, Hans-Georg Beyer
2000 A conf
Efficiency and Mutation Strength Adaptation of the (mu, mu
PPSN
Dirk V. Arnold, Hans-Georg Beyer
2000 A conf
Local Performance of the (μ/μ, μ)-ES in a Noisy Environment.
FOGA
Dirk V. Arnold, Hans-Georg Beyer
2000 A conf
On the Desired Behaviors of Self-Adaptive Evolutionary Algorithms.
PPSN
Hans-Georg Beyer, Kalyanmoy Deb
2000 A ed.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), Las Vegas, Nevada, USA, July 8-12, 2000
GECCO
L. Darrell Whitley, David E. Goldberg, Erick Cantú-Paz, Lee Spector, Ian C. Parmee, Hans-Georg Beyer
2000 J jnl
The simple genetic algorithm-foundations and theory.
IEEE Trans. Evol. Comput.
Hans-Georg Beyer
1999 B conf
An alternative constraint handling method for evolution strategies.
CEC
Ahmet Irfan Oyman, Kalyanmoy Deb, Hans-Georg Beyer
1999 A conf
Fitness Noise and Localization Errors of the Optimum in General Quadratic Fitness Models.
GECCO
Hans-Georg Beyer, Dirk V. Arnold
1999 A conf
Self-Adaptation in Real-Parameter Genetic Algorithms with Simulated Binary Crossover.
GECCO
Kalyanmoy Deb, Hans-Georg Beyer
1999 B conf
Some observations on the interaction of recombination and self-adaptation in evolution strategies.
CEC
Lothar Gruenz, Hans-Georg Beyer
1998 A conf
Mutate Large, But Inherit Small! On the Analysis of Rescaled Mutations in 1-lambda-ES with Noisy Fitness Data.
PPSN
Hans-Georg Beyer
1998 — conf
On the "Explorative Power" of ES/EP-like Algorithms.
Evolutionary Programming
Hans-Georg Beyer
1998 A conf
On the Dynamics of EAs without Selection.
FOGA
Hans-Georg Beyer
1998 A conf
Where Elitists Start Limping Evolution Strategies at Ridge Functions.
PPSN
Ahmet Irfan Oyman, Hans-Georg Beyer, Hans-Paul Schwefel
1997 — conf
A Note on the Escape Probabilities for Two Alternative Methods of Selection Under Gaussian Mutation.
Evolutionary Programming
Hans-Georg Beyer, David B. Fogel
1997 — conf
The Dynamics of Evolution Strategies in the Optimization of Traveling Salesman Problems.
Evolutionary Programming
Hans-Thomas Nürnberg, Hans-Georg Beyer
1996 A conf
On the Asymptotic Behavior of Multirecombinant Evolution Strategies.
PPSN
Hans-Georg Beyer
1995 J jnl
A Note on the Empirical Evaluation of Intermediate Recombination.
Evol. Comput.
David B. Fogel, Hans-Georg Beyer
1995 J jnl
Toward a Theory of Evolution Strategies: On the Benefit of Sex - the (mu/mu, lambda)-Theory.
Evol. Comput.
Hans-Georg Beyer
1995 J jnl
Towards a Theory of Evolution Strategies: Self-Adaptation.
Evol. Comput.
Hans-Georg Beyer
1994 J jnl
Toward a Theory of Evolution Strategies: The (mue, lambda)-Theory.
Evol. Comput.
Hans-Georg Beyer
1994 A conf
Towards a Theory of 'Evolution Strategies': Results for (1,
PPSN
Hans-Georg Beyer
1993 J jnl
Toward a Theory of Evolution Strategies: Some Asymptotical Results from the (1, +lambda)-Theory.
Evol. Comput.
Hans-Georg Beyer
1992 A conf
Some Aspects of the 'Evolution Strategiy' for Solving TSP-Like Optimization Problems Appearing at the Design Studies of a 0.5 TeV e
PPSN
Hans-Georg Beyer
1989 — —
Ein Evolutionsverfahren zur mathematischen Modellierung stationärer Zustände in dynamischen Systemen.
Hans-Georg Beyer