Hans-Georg Beyer

	2012
83		Steffen Finck, Hans-Georg Beyer: Performance analysis of the simultaneous perturbation stochastic approximation algorithm on the noisy sphere model. Theor. Comput. Sci. 419: 50-72 (2012)
	2011
82		Hans-Georg Beyer, William B. Langdon: Foundations of Genetic Algorithms, 11th International Workshop, FOGA 2011, Schwarzenberg, Austria, January 5-8, 2011, Proceedings ACM 2011
81		Steffen Finck, Hans-Georg Beyer, Alexander Melkozerov: Noisy optimization: a theoretical strategy comparison of ES, EGS, SPSA & IF on the noisy sphere. GECCO 2011: 813-820
	2010
80		Alexander Melkozerov, Hans-Georg Beyer: On the analysis of self-adaptive evolution strategies on elliptic model: first results. GECCO 2010: 369-376
79		Steffen Finck, Hans-Georg Beyer: Benchmarking CMA-EGS on the BBOB 2010 noiseless function testbed. GECCO (Companion) 2010: 1633-1640
78		Steffen Finck, Hans-Georg Beyer: Benchmarking CMA-EGS on the BBOB 2010 noisy function testbed. GECCO (Companion) 2010: 1641-1648
77		Steffen Finck, Hans-Georg Beyer: Benchmarking SPSA on BBOB-2010 noiseless function testbed. GECCO (Companion) 2010: 1657-1664
76		Steffen Finck, Hans-Georg Beyer: Benchmarking SPSA on BBOB-2010 noisy function testbed. GECCO (Companion) 2010: 1665-1672
75		Dirk V. Arnold, Hans-Georg Beyer: On the Behaviour of Evolution Strategies Optimising Cigar Functions. Evolutionary Computation 18(4): 661-682 (2010)
74		Hans-Georg Beyer: Editorial Introduction. Evolutionary Computation 18(4): i (2010)
73		Hans-Georg Beyer, Steffen Finck: Performance of the $(\mu /\mu _{I}, \lambda )\hbox {-}\sigma {\rm SA}$ -ES on a Class of PDQFs. IEEE Trans. Evolutionary Computation 14(3): 400-418 (2010)
	2009
72		Steffen Finck, Hans-Georg Beyer: Weighted recombination evolution strategy on a class of PDQF's. FOGA 2009: 1-12
71		Dirk V. Arnold, Hans-Georg Beyer, Alexander Melkozerov: On the behaviour of weighted multi-recombination evolution strategies optimising noisy cigar functions. GECCO 2009: 483-490
70		Hans-Georg Beyer, Martin Dobler, Christian Hämmerle, Philip Masser: On strategy parameter control by Meta-ES. GECCO 2009: 499-506
	2008
69		Hans-Georg Beyer, Alexander Melkozerov: Mutative sigma-self-adaptation can beat cumulative step size adaptation when using weighted recombination. GECCO 2008: 487-494
68		Silja Meyer-Nieberg, Hans-Georg Beyer: Why noise may be good: additive noise on the sharp ridge. GECCO 2008: 511-518
67		Hans-Georg Beyer, Steffen Finck: On the performance of evolution strategies on noisy PDQFs: Progress rate analysis. IEEE Congress on Evolutionary Computation 2008: 495-502
66		Hans-Georg Beyer, Alexander Melkozerov: sigma-Self-Adaptive Weighted Multirecombination Evolution Strategy with Scaled Weights on the Noisy Sphere. PPSN 2008: 11-20
65		Hans-Georg Beyer, Bernhard Sendhoff: Covariance Matrix Adaptation Revisited - The CMSA Evolution Strategy -. PPSN 2008: 123-132
64		Dirk V. Arnold, Hans-Georg Beyer: Evolution strategies with cumulative step length adaptation on the noisy parabolic ridge. Natural Computing 7(4): 555-587 (2008)
	2007
63		Hans-Georg Beyer, Bernhard Sendhoff: Evolutionary Algorithms in the Presence of Noise: To Sample or Not to Sample. FOCI 2007: 17-24
62		Silja Meyer-Nieberg, Hans-Georg Beyer: Mutative Self-adaptation on the Sharp and Parabolic Ridge. FOGA 2007: 70-96
61		Silja Meyer-Nieberg, Hans-Georg Beyer: Self-Adaptation in Evolutionary Algorithms. Parameter Setting in Evolutionary Algorithms 2007: 47-75
60		Hans-Georg Beyer: Evolution strategies. Scholarpedia 2(8): 1965 (2007)
	2006
59		Hans-Georg Beyer, Thomas Jansen, Colin R. Reeves, Michael D. Vose: Theory of Evolutionary Algorithms, 15.-20. February 2004 Internationales Begegnungs- und Forschungszentrum für Informatik (IBFI), Schloss Dagstuhl, Germany 2006
58		Thomas Philip Runarsson, Hans-Georg Beyer, Edmund K. Burke, Juan J. Merelo Guervós, L. Darrell Whitley, Xin Yao: Parallel Problem Solving from Nature - PPSN IX, 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings Springer 2006
57		Hans-Georg Beyer, Silja Meyer-Nieberg: Self-adaptation on the Ridge Function Class: First Results for the Sharp Ridge. PPSN 2006: 72-81
56		Dirk V. Arnold, Hans-Georg Beyer: Optimum Tracking with Evolution Strategies. Evolutionary Computation 14(3): 291-308 (2006)
55		Hans-Georg Beyer: Special Issue: Best of GECCO 2005. Genetic Programming and Evolvable Machines 7(2): 129-130 (2006)
54		Hans-Georg Beyer, Silja Meyer-Nieberg: Self-adaptation of evolution strategies under noisy fitness evaluations. Genetic Programming and Evolvable Machines 7(4): 295-328 (2006)
53		Dirk V. Arnold, Hans-Georg Beyer: A general noise model and its effects on evolution strategy performance. IEEE Trans. Evolutionary Computation 10(4): 380-391 (2006)
52		Hans-Georg Beyer, Bernhard Sendhoff: Functions with noise-induced multimodality: a test for evolutionary robust Optimization-properties and performance analysis. IEEE Trans. Evolutionary Computation 10(5): 507-526 (2006)
51		Hans-Georg Beyer: Special Issue: Best of GECCO 2005. Natural Computing 5(3): 225-227 (2006)
	2005
50		Hans-Georg Beyer, Una-May O'Reilly: Genetic and Evolutionary Computation Conference, GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005 ACM 2005
49		Silja Meyer-Nieberg, Hans-Georg Beyer: On the analysis of self-adaptive recombination strategies: first results. Congress on Evolutionary Computation 2005: 2341-2348
48		Hans-Georg Beyer, Silja Meyer-Nieberg: On the Prediction of the Solution Quality in Noisy Optimization. FOGA 2005: 238-259
47		Hans-Georg Beyer, Dirk V. Arnold, Silja Meyer-Nieberg: A New Approach for Predicting the Final Outcome of Evolution Strategy Optimization Under Noise. Genetic Programming and Evolvable Machines 6(1): 7-24 (2005)
46		Dirk V. Arnold, Hans-Georg Beyer: Expected sample moments of concomitants of selected order statistics. Statistics and Computing 15(3): 241-250 (2005)
	2004
45		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: Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part I Springer 2004
44		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: Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part II Springer 2004
43		Hans-Georg Beyer: Actuator Noise in Recombinant Evolution Strategies on General Quadratic Fitness Models. GECCO (1) 2004: 654-665
42		Hans-Georg Beyer, Silja Meyer-Nieberg: On the Quality Gain of (1, lambda)-ES Under Fitness Noise. PPSN 2004: 1-10
41		Hans-Georg Beyer, Thomas Jansen, Colin R. Reeves, Michael D. Vose: 04081 Abstracts Collection - Theory of Evolutionary Algorithms. Theory of Evolutionary Algorithms 2004
40		Hans-Georg Beyer, Markus Olhofer, Bernhard Sendhoff: On the Impact of Systematic Noise on the Evolutionary Optimization Performance-A Sphere Model Analysis. Genetic Programming and Evolvable Machines 5(4): 327-360 (2004)
	2003
39		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: Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part I Springer 2003
38		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: Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II Springer 2003
37		Hans-Georg Beyer, Dirk V. Arnold: The Steady State Behavior of (µ/µI, lambda)-ES on Ellipsoidal Fitness Models Disturbed by Noise. GECCO 2003: 525-536
36		Dirk V. Arnold, Hans-Georg Beyer: On the Effects of Outliers on Evolutionary Optimization. IDEAL 2003: 151-160
35		Hans-Georg Beyer, Dirk V. Arnold: Qualms Regarding the Optimality of Cumulative Path Length Control in CSA/CMA-Evolution Strategies. Evolutionary Computation 11(1): 19-28 (2003)
34		Dirk V. Arnold, Hans-Georg Beyer: On the Benefits of Populations for Noisy Optimization. Evolutionary Computation 11(2): 111-127 (2003)
	2002
33		Juan J. Merelo Guervós, Panagiotis Adamidis, Hans-Georg Beyer, José Luis Fernández-Villacañas Martín, Hans-Paul Schwefel: Parallel Problem Solving from Nature - PPSN VII, 7th International Conference, Granada, Spain, September 7-11, 2002, Proceedings Springer 2002
32		Hans-Georg Beyer, Markus Olhofer, Bernhard Sendhoff: On the Behavior of (μ/μ1, λ)-ES Optimizing Functions Disturbed by Generalized Noise. FOGA 2002: 307-328
31		Dirk V. Arnold, Hans-Georg Beyer: Random Dynamics Optimum Tracking with Evolution Strategies. PPSN 2002: 3-12
30		Dirk V. Arnold, Hans-Georg Beyer: Local performance of the (1 + 1)-ES in a noisy environment. IEEE Trans. Evolutionary Computation 6(1): 30-41 (2002)
29		Hans-Georg Beyer, Hans-Paul Schwefel: Evolution strategies - A comprehensive introduction. Natural Computing 1(1): 3-52 (2002)
28		Hans-Georg Beyer, Hans-Paul Schwefel, Ingo Wegener: How to analyse evolutionary algorithms. Theor. Comput. Sci. 287(1): 101-130 (2002)
27		Dirk V. Arnold, Hans-Georg Beyer: Performance analysis of evolution strategies with multi-recombination in high-dimensional RN-search spaces disturbed by noise. Theor. Comput. Sci. 289(1): 629-647 (2002)
	2001
26		Kalyanmoy Deb, Hans-Georg Beyer: Self-Adaptive Genetic Algorithms with Simulated Binary Crossover. Evolutionary Computation 9(2): 197-221 (2001)
25		Hans-Georg Beyer: On the performance of (1, Lambda)-evolution strategies for the ridge function class. IEEE Trans. Evolutionary Computation 5(3): 218-235 (2001)
24		Hans-Georg Beyer, Kalyanmoy Deb: On self-adaptive features in real-parameter evolutionary algorithms. IEEE Trans. Evolutionary Computation 5(3): 250-270 (2001)
	2000
23		L. Darrell Whitley, David E. Goldberg, Erick Cantú-Paz, Lee Spector, Ian C. Parmee, Hans-Georg Beyer: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), Las Vegas, Nevada, USA, July 8-12, 2000 Morgan Kaufmann 2000
22		Dirk V. Arnold, Hans-Georg Beyer: Local Performance of the (μ/μ, μ)-ES in a Noisy Environment. FOGA 2000: 127-141
21		Dirk V. Arnold, Hans-Georg Beyer: Efficiency and Mutation Strength Adaptation of the (mu, muI, lambda)-ES in a Noisy Environment. PPSN 2000: 39-48
20		Hans-Georg Beyer, Kalyanmoy Deb: On the Desired Behaviors of Self-Adaptive Evolutionary Algorithms. PPSN 2000: 59-68
19		Ahmet Irfan Oyman, Hans-Georg Beyer, Hans-Paul Schwefel: Analysis of the (1, lambda)-ES on the Parabolic Ridge. Evolutionary Computation 8(3): 249-265 (2000)
18		Ahmet Irfan Oyman, Hans-Georg Beyer: Analysis of the (µ/µ, lambda)-ES on the Parabolic Ridge. Evolutionary Computation 8(3): 267-289 (2000)
17		Hans-Georg Beyer: The simple genetic algorithm-foundations and theory. IEEE Trans. Evolutionary Computation 4(2): 191-192 (2000)
	1999
16		Kalyanmoy Deb, Hans-Georg Beyer: Self-Adaptation in Real-Parameter Genetic Algorithms with Simulated Binary Crossover. GECCO 1999: 172-179
15		Hans-Georg Beyer, Dirk V. Arnold: Fitness Noise and Localization Errors of the Optimum in General Quadratic Fitness Models. GECCO 1999: 817-824
	1998
14		Hans-Georg Beyer: On the "Explorative Power" of ES/EP-like Algorithms. Evolutionary Programming 1998: 323-334
13		Hans-Georg Beyer: On the Dynamics of EAs without Selection. FOGA 1998: 5-26
12		Hans-Georg Beyer: Mutate Large, But Inherit Small! On the Analysis of Rescaled Mutations in 1-lambda-ES with Noisy Fitness Data. PPSN 1998: 109-118
11		Ahmet Irfan Oyman, Hans-Georg Beyer, Hans-Paul Schwefel: Where Elitists Start Limping Evolution Strategies at Ridge Functions. PPSN 1998: 34-46
	1997
10		Hans-Georg Beyer, David B. Fogel: A Note on the Escape Probabilities for Two Alternative Methods of Selection Under Gaussian Mutation. Evolutionary Programming 1997: 265-274
9		Hans-Thomas Nürnberg, Hans-Georg Beyer: The Dynamics of Evolution Strategies in the Optimization of Traveling Salesman Problems. Evolutionary Programming 1997: 349-360
	1996
8		Hans-Georg Beyer: On the Asymptotic Behavior of Multirecombinant Evolution Strategies. PPSN 1996: 122-133
	1995
7		Hans-Georg Beyer: Toward a Theory of Evolution Strategies: On the Benefit of Sex - the (mu/mu, lambda)-Theory. Evolutionary Computation 3(1): 81-111 (1995)
6		Hans-Georg Beyer: Towards a Theory of Evolution Strategies: Self-Adaptation. Evolutionary Computation 3(3): 311-347 (1995)
5		David B. Fogel, Hans-Georg Beyer: A Note on the Empirical Evaluation of Intermediate Recombination. Evolutionary Computation 3(4): 491-495 (1995)
	1994
4		Hans-Georg Beyer: Towards a Theory of 'Evolution Strategies': Results for (1+, \lambda)-Strategies on (Nearly) Arbitrary Fitness Functions. PPSN 1994: 58-67
3		Hans-Georg Beyer: Toward a Theory of Evolution Strategies: The (mue, lambda)-Theory. Evolutionary Computation 2(4): 381-407 (1994)
	1993
2		Hans-Georg Beyer: Toward a Theory of Evolution Strategies: Some Asymptotical Results from the (1, +lambda)-Theory. Evolutionary Computation 1(2): 165-188 (1993)
	1992
1		Hans-Georg Beyer: Some Aspects of the `Evolution Strategiy' for Solving TSP-Like Optimization Problems Appearing at the Design Studies of a 0.5 TeV e+e--Linear Collider. PPSN 1992: 363-372

Coauthor Index

1	Panagiotis Adamidis	[33]
2	Dirk V. Arnold	[15] [21] [22] [27] [30] [31] [34] [35] [36] [37] [46] [47] [53] [56] [64] [71] [75]
3	Wolfgang Banzhaf	[44] [45]
4	Edmund K. Burke	[44] [45] [58]
5	Erick Cantú-Paz	[23] [38] [39]
6	Paul J. Darwen	[44] [45]
7	Dipankar Dasgupta	[38] [39] [44] [45]
8	Lawrence Davis	[38] [39]
9	Kalyanmoy Deb	[16] [20] [24] [26] [38] [39] [44] [45]
10	Martin Dobler	[70]
11	Kathryn A. Dowsland	[38] [39]
12	Steffen Finck	[67] [72] [73] [76] [77] [78] [79] [81] [83]
13	Dario Floreano	[44] [45]
14	David B. Fogel	[5] [10]
15	James A. Foster	[38] [39] [44] [45]
16	David E. Goldberg	[23]
17	Juan Julián Merelo Guervós (Juan J. Merelo Guervós)	[33] [58]
18	Christian Hämmerle	[70]
19	Mark Harman	[38] [39] [44] [45]
20	Owen Holland	[44] [45]
21	Thomas Jansen	[41] [59]
22	Natasa Jonoska (Natasha Jonoska)	[38] [39]
23	Graham Kendall	[38] [39]
24	William B. Langdon	[82]
25	Pier Luca Lanzi	[44] [45]
26	José Luis Fernández-Villacañas Martín	[33]
27	Philip Masser	[70]
28	Alexander Melkozerov	[66] [69] [71] [80] [81]
29	Silja Meyer-Nieberg	[42] [47] [48] [49] [54] [57] [61] [62] [68]
30	Julian Francis Miller (Julian F. Miller)	[38] [39]
31	Hans-Thomas Nürnberg	[9]
32	Una-May O'Reilly	[38] [39] [50]
33	Markus Olhofer	[32] [40]
34	Ahmet Irfan Oyman	[11] [18] [19]
35	Ian C. Parmee	[23]
36	Riccardo Poli	[44] [45]
37	Mitchell A. Potter	[38] [39]
38	Colin R. Reeves	[41] [59]
39	Rajkumar Roy	[38] [39]
40	Thomas Philip Runarsson	[58]
41	Alan C. Schultz	[38] [39]
42	Hans-Paul Schwefel	[11] [19] [28] [29] [33]
43	Bernhard Sendhoff	[32] [40] [52] [63] [65]
44	Lee Spector	[23] [44] [45]
45	Russell K. Standish	[38] [39]
46	Andrea Tettamanzi	[44] [45]
47	Dirk Thierens	[44] [45]
48	Andrew M. Tyrrell (Andy M. Tyrrell)	[44] [45]
49	Michael D. Vose	[41] [59]
50	Ingo Wegener	[28]
51	Joachim Wegener	[38] [39]
52	L. Darrell Whitley (Darrell Whitley)	[23] [58]
53	Stewart W. Wilson	[38] [39]
54	Xin Yao	[58]

Colors in the list of coauthors

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