-
2
-
-
27144512834
-
A restart CMA evolution strategy with increasing population size
-
2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings
-
A. Auger, and N. Hansen A restart CMA evolution strategy with increasing population size B. McKay, The 2005 IEEE International Congress on Evolutionary Computation (CEC'05), vol. 2 2005 1769 1776 (Pubitemid 41496063)
-
(2005)
2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings
, vol.2
, pp. 1769-1776
-
-
Auger, A.1
Hansen, N.2
-
4
-
-
0002651837
-
An overview of evolutionary algorithms for parameter optimization
-
T. Bäck, and H.-P. Schwefel An overview of evolutionary algorithms for parameter optimization Evolutionary Computation 1 1 1993 1 23
-
(1993)
Evolutionary Computation
, vol.1
, Issue.1
, pp. 1-23
-
-
Bäck, T.1
Schwefel, H.-P.2
-
5
-
-
32444449213
-
Information landscapes and problem hardness
-
DOI 10.1145/1068009.1068236, GECCO 2005 - Genetic and Evolutionary Computation Conference
-
Y. Borenstein, and R. Poli Information landscapes and problem hardness GECCO'05: Proceedings of the 2005 Conference on Genetic and Evolutionary Computation 2005 ACM New York, USA 1425 1431 (Pubitemid 43226461)
-
(2005)
GECCO 2005 - Genetic and Evolutionary Computation Conference
, pp. 1425-1431
-
-
Borenstein, Y.1
Poli, R.2
-
6
-
-
78650193735
-
Real-valued multimodal fitness landscape characterization for evolution
-
Springer-Verlag Berlin, Heidelberg
-
P. Caamaño, A. Prieto, J.A. Becerra, F. Bellas, and R.J. Duro Real-valued multimodal fitness landscape characterization for evolution Proceedings of the 17th International Conference on Neural Information Processing: Theory and Algorithms-Volume Part I, ICONIP'10 2010 Springer-Verlag Berlin, Heidelberg 567 574
-
(2010)
Proceedings of the 17th International Conference on Neural Information Processing: Theory and Algorithms-Volume Part I, ICONIP'10
, pp. 567-574
-
-
Caamaño, P.1
Prieto, A.2
Becerra, J.A.3
Bellas, F.4
Duro, R.J.5
-
7
-
-
57349137676
-
Application domain study of evolutionary algorithms in optimization problems
-
ACM New York, NY, USA
-
P. Caamano, F. Bellas, J.A. Becerra, and R.J. Duro Application domain study of evolutionary algorithms in optimization problems Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation, GECCO'08 2008 ACM New York, NY, USA 495 502
-
(2008)
Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation, GECCO'08
, pp. 495-502
-
-
Caamano, P.1
Bellas, F.2
Becerra, J.A.3
Duro, R.J.4
-
8
-
-
79959419888
-
JEAF: A Java Evolutionary Algorithm Framework
-
Barcelona, Spain
-
P. Caamaño, R. Tedín, A. Paz-López, and J.A. Becera JEAF: A Java Evolutionary Algorithm Framework Proceeding of the 2010 World Congress on Computational Intelligence (WCCI 2010) Barcelona, Spain 2010 3081 3088
-
(2010)
Proceeding of the 2010 World Congress on Computational Intelligence (WCCI 2010)
, pp. 3081-3088
-
-
Caamaño, P.1
Tedín, R.2
Paz-López, A.3
Becera, J.A.4
-
9
-
-
0344642507
-
A taxonomy of evolutionary algorithms in combinatorial optimization?
-
P. Calégari, G. Coray, A. Hertz, D. Kobler, and P. Kuonen A taxonomy of evolutionary algorithms in combinatorial optimization? Journal of Heuristics 5 2 1999 145 158
-
(1999)
Journal of Heuristics
, vol.5
, Issue.2
, pp. 145-158
-
-
Calégari, P.1
Coray, G.2
Hertz, A.3
Kobler, D.4
Kuonen, P.5
-
11
-
-
65749094710
-
Differential evolution using a neighborhood-based mutation operator
-
S. Das, A. Abraham, U. Chakraborty, and A. Konar Differential evolution using a neighborhood-based mutation operator IEEE Transactions on Evolutionary Computation 13 3 2009 526 553
-
(2009)
IEEE Transactions on Evolutionary Computation
, vol.13
, Issue.3
, pp. 526-553
-
-
Das, S.1
Abraham, A.2
Chakraborty, U.3
Konar, A.4
-
13
-
-
0002460716
-
Epistasis variance: A viewpoint on GA-hardness
-
Y. Davidor Epistasis variance: a viewpoint on GA-hardness Foundations of Genetic Algorithms 1990 23 35
-
(1990)
Foundations of Genetic Algorithms
, pp. 23-35
-
-
Davidor, Y.1
-
14
-
-
11844285519
-
Epistasis variance: Suitability of a representation to genetic algorithms?
-
Y. Davidor Epistasis variance: suitability of a representation to genetic algorithms? Complex Systems 4 4 1990 369 383
-
(1990)
Complex Systems
, vol.4
, Issue.4
, pp. 369-383
-
-
Davidor, Y.1
-
16
-
-
84873636129
-
Deceptive landscapes
-
IOP Publishing Ltd. Bristol, UK pp. 2.7.1-2.7.5
-
K. Deb Deceptive landscapes Handbook of Evolutionary Computation vol. 2 1997 IOP Publishing Ltd. Bristol, UK pp. 2.7.1-2.7.5
-
(1997)
Handbook of Evolutionary Computation
, vol.2 VOL.
-
-
Deb, K.1
-
17
-
-
70350626734
-
Hydrodynamic design of control surfaces for ships using a moea with neuronal correction
-
Springer-Verlag Berlin, Heidelberg
-
V. Díaz-Casás, F. Bellas, F. López-Peña, and R. Duro Hydrodynamic design of control surfaces for ships using a moea with neuronal correction Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems, HAIS '09 2009 Springer-Verlag Berlin, Heidelberg 96 103
-
(2009)
Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems, HAIS '09
, pp. 96-103
-
-
Díaz-Casás, V.1
Bellas, F.2
López-Peña, F.3
Duro, R.4
-
18
-
-
0012936468
-
The global optimization problem: An introduction
-
North-Holland Amsterdam pp. 1-15
-
L. Dixon, and G. Szegö The global optimization problem: an introduction Towards Global Optimization, number 2 1978 North-Holland Amsterdam pp. 1-15
-
(1978)
Towards Global Optimization, Number 2
-
-
Dixon, L.1
Szegö, G.2
-
19
-
-
33748112122
-
A rigorous analysis of the compact genetic algorithm for linear functions
-
DOI 10.1007/s11047-006-9001-0
-
S. Droste A rigorous analysis of the compact genetic algorithm for linear functions? Natural Computing: An International Journal 5 3 2006 257 283 (Pubitemid 44304901)
-
(2006)
Natural Computing
, vol.5
, Issue.3
, pp. 257-283
-
-
Droste, S.1
-
20
-
-
0000308566
-
Real-coded genetic algorithms and interval-schemata
-
D.L. Whitley, Morgan Kaufmann San Mateo, CA
-
L.J. Eshelman, and J.D. Schaffer Real-coded genetic algorithms and interval-schemata D.L. Whitley, Foundation of Genetic Algorithms 2 1993 Morgan Kaufmann San Mateo, CA 187 202
-
(1993)
Foundation of Genetic Algorithms 2
, pp. 187-202
-
-
Eshelman, L.J.1
Schaffer, J.D.2
-
21
-
-
50149103039
-
Differential evolution as a viable tool for satellite image registration
-
I. De Falco, A.D. Cioppa, D. Maisto, and E. Tarantino Differential evolution as a viable tool for satellite image registration Applied Soft Computing 8 4 2008 1453 1462
-
(2008)
Applied Soft Computing
, vol.8
, Issue.4
, pp. 1453-1462
-
-
De Falco, I.1
Cioppa, A.D.2
Maisto, D.3
Tarantino, E.4
-
22
-
-
0002323257
-
Tuning EPR spectral parameters with a genetic algorithm
-
PII S1568494601000102
-
B. Filipic, and J. Strancar Tuning epr spectral parameters with a genetic algorithm Applied Soft Computing 1 1 2001 83 90 (Pubitemid 33718567)
-
(2001)
Applied Soft Computing
, vol.1
, Issue.1
, pp. 83-90
-
-
Filipic, B.1
Strancar, J.2
-
24
-
-
10844231176
-
Efficiency of local search with multiple local optima
-
DOI 10.1137/S0895480199355225, PII S0895480199355225
-
J. Garnier, and L. Kallel Efficiency of local search with multiple local optima? SIAM Journal on Discrete Mathematics 15 1 2002 122 141 (Pubitemid 40000362)
-
(2002)
SIAM Journal on Discrete Mathematics
, vol.15
, Issue.1
, pp. 122-141
-
-
Garnier, J.1
Kallel, L.2
-
25
-
-
0003722376
-
-
Addison-Wesley Professional, Longman Publishing Co., Inc. Boston, MA, USA
-
D.E. Goldberg Genetic Algorithms in Search, Optimization, and Machine Learning 1989 Addison-Wesley Professional, Longman Publishing Co., Inc. Boston, MA, USA
-
(1989)
Genetic Algorithms in Search, Optimization, and Machine Learning
-
-
Goldberg, D.E.1
-
28
-
-
0035377566
-
Completely derandomized self-adaptation in evolution strategies
-
N. Hansen, and A. Ostermeier Completely derandomized self-adaptation in evolution strategies Evolutionary Computation 9 2001 159 195
-
(2001)
Evolutionary Computation
, vol.9
, pp. 159-195
-
-
Hansen, N.1
Ostermeier, A.2
-
29
-
-
38149103197
-
A note on problem difficulty measures in black-box optimization: Classification, realizations and predictability
-
J. He, C. Reeves, C. Witt, and X. Yao A note on problem difficulty measures in black-box optimization: classification, realizations and predictability Evolutionary Computation 15 4 2007 435 443
-
(2007)
Evolutionary Computation
, vol.15
, Issue.4
, pp. 435-443
-
-
He, J.1
Reeves, C.2
Witt, C.3
Yao, X.4
-
31
-
-
0037338399
-
A taxonomy for the crossover operator for real-coded genetic algorithms: An experimental study?
-
F. Herrera, M. Lozano, and A.M. Sánchez A taxonomy for the crossover operator for real-coded genetic algorithms: an experimental study? International Journal of Intelligent Systems 18 3 2003 309 338
-
(2003)
International Journal of Intelligent Systems
, vol.18
, Issue.3
, pp. 309-338
-
-
Herrera, F.1
Lozano, M.2
Sánchez, A.M.3
-
32
-
-
0032136585
-
Tackling Real-Coded Genetic Algorithms: Operators and Tools for Behavioural Analysis
-
F. Herrera, M. Lozano, and J.L. Verdegay Tackling real-coded genetic algorithms: operators and tools for behavioural analysis Artificial Intelligence Review 12 1998 265 319 (Pubitemid 128514089)
-
(1998)
Artificial Intelligence Review
, vol.12
, Issue.4
, pp. 265-319
-
-
Herrera, F.1
Lozano, M.2
Verdegay, J.L.3
-
37
-
-
33751378899
-
-
Nanyang Technological University
-
J.J. Liang, T.P. Runarsson, E. Mezura-Montes, M. Clerc, P.N. Suganthan, C.A.C. Coello, K. Deb, Problem definitions and evaluation criteria for the CEC 2006 special session on constrained real-parameter optimization, Technical Report, Nanyang Technological University, 2006.
-
(2006)
Problem Definitions and Evaluation Criteria for the CEC 2006 Special Session on Constrained Real-parameter Optimization, Technical Report
-
-
Liang, J.J.1
Runarsson, T.P.2
Mezura-Montes, E.3
Clerc, M.4
Suganthan, P.N.5
Coello, C.A.C.6
Deb, K.7
-
39
-
-
33750253980
-
The dispersion metric and the CMA evolution strategy
-
GECCO 2006 - Genetic and Evolutionary Computation Conference
-
M. Lunacek The dispersion metric and the CMA evolution strategy Proceedings of the 8th Annual Conference on Genetic and Evolutionary Computation 2006 477 484 (Pubitemid 44611361)
-
(2006)
GECCO 2006 - Genetic and Evolutionary Computation Conference
, vol.1
, pp. 477-484
-
-
Lunacek, M.1
Whitley, D.2
-
40
-
-
84857994149
-
How landscape ruggedness influences the performance of real-coded algorithms: A comparative study?
-
J. Marín How landscape ruggedness influences the performance of real-coded algorithms: a comparative study? Soft Computing 16 4 2011 683 698
-
(2011)
Soft Computing
, vol.16
, Issue.4
, pp. 683-698
-
-
Marín, J.1
-
44
-
-
0004287034
-
-
Ph.D. Thesis, Universitaire Instelling Antwerpen and Departement Wiskunde-informatica
-
B. Naudts, Measuring GA-hardness, Ph.D. Thesis, Universitaire Instelling Antwerpen and Departement Wiskunde-informatica, 1998.
-
(1998)
Measuring GA-hardness
-
-
Naudts, B.1
-
45
-
-
0033732270
-
A comparison of predictive measures of problem difficulty in evolutionary algorithms
-
B. Naudts, and L. Kallel A comparison of predictive measures of problem difficulty in evolutionary algorithms IEEE Transactions on Evolutionary Computation 4 1 2000 1 15
-
(2000)
IEEE Transactions on Evolutionary Computation
, vol.4
, Issue.1
, pp. 1-15
-
-
Naudts, B.1
Kallel, L.2
-
46
-
-
0042856775
-
Epistasis and deceptivity
-
S. Novkovic
-
B. Naudts, and A. Verschoren Epistasis and deceptivity S. Novkovic, Simon Stevin-Bulletin of the Belgian Mathematical Society, The Belgian Mathematical Society, The Belgian Mathematical Society vol. 6 1999 147 154
-
(1999)
Simon Stevin-Bulletin of the Belgian Mathematical Society, the Belgian Mathematical Society, the Belgian Mathematical Society
, vol.6 VOL.
, pp. 147-154
-
-
Naudts, B.1
Verschoren, A.2
-
47
-
-
0037297422
-
An analysis of the behavior of simplified evolutionary algorithms on trap functions?
-
S. Nijssen, and T. Bäck An analysis of the behavior of simplified evolutionary algorithms on trap functions? IEEE Transactions on Evolutionary Computation 7 1 2003 11 22
-
(2003)
IEEE Transactions on Evolutionary Computation
, vol.7
, Issue.1
, pp. 11-22
-
-
Nijssen, S.1
Bäck, T.2
-
48
-
-
70349390958
-
Automated layout design of beam-slab floors using a genetic algorithm
-
A. Nimtawat, and P. Nanakorn Automated layout design of beam-slab floors using a genetic algorithm Computers and Structures 87 21-22 2009 1308 1330
-
(2009)
Computers and Structures
, vol.87
, Issue.2122
, pp. 1308-1330
-
-
Nimtawat, A.1
Nanakorn, P.2
-
51
-
-
0005798485
-
An experimental design perspective on genetic algorithms
-
C. Reeves, and C. Wright An experimental design perspective on genetic algorithms Foundations of Genetic Algorithms 3 1995 7 22
-
(1995)
Foundations of Genetic Algorithms
, vol.3
, pp. 7-22
-
-
Reeves, C.1
Wright, C.2
-
53
-
-
84957582243
-
A critical and empirical study of epistasis measures for predicting GA performances: A summary
-
Springer-Verlag, Berlin
-
S. Rochet, G. Venturini, M. Slimane, E. El Kharoubi, A critical and empirical study of epistasis measures for predicting GA performances: a summary, in: Lecture Notes of Computer Science, vol. 1363, Springer-Verlag, Berlin, 1998, pp. 275-285
-
(1998)
Lecture Notes of Computer Science
, vol.1363
, pp. 275-285
-
-
Rochet, S.1
Venturini, G.2
Slimane, M.3
El Kharoubi, E.4
-
55
-
-
56449130100
-
A simple modification in CMA-ES achieving linear time and space complexity
-
S.B. Heidelberg, Lecture Notes in Computer Science
-
R. Ros, and N. Hansen A simple modification in CMA-ES achieving linear time and space complexity S.B. Heidelberg, Parallel Problem Solving from Nature-PPSN X Lecture Notes in Computer Science vol. 5199/2008 2008 296 305
-
(2008)
Parallel Problem Solving from Nature-PPSN X
, vol.5199
, pp. 296-305
-
-
Ros, R.1
Hansen, N.2
-
57
-
-
0001092793
-
Random field models for fitness landscapes?
-
P. Stadler, and R. Happel Random field models for fitness landscapes? Journal of Mathematical Biology 38 5 1999 435 478
-
(1999)
Journal of Mathematical Biology
, vol.38
, Issue.5
, pp. 435-478
-
-
Stadler, P.1
Happel, R.2
-
58
-
-
0142000477
-
Differential Evolution - A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces
-
R. Storn, and K.V. Price Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces Journal of Global Optimization 11 1997 341 359 (Pubitemid 127502202)
-
(1997)
Journal of Global Optimization
, vol.11
, Issue.4
, pp. 341-359
-
-
Storn, R.1
Price, K.2
-
59
-
-
27144437429
-
-
Nanyang Technological University
-
P.N. Suganthan, N. Hansen, J.J. Liang, K. Deb, Y.P. Chen, A. Auger, S. Tiwari, Problem definitions and evaluation criteria for the CEC 2005 special session on real parameter optimization, Technical Report, Nanyang Technological University, 2005.
-
(2005)
Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real Parameter Optimization, Technical Report
-
-
Suganthan, P.N.1
Hansen, N.2
Liang, J.J.3
Deb, K.4
Chen, Y.P.5
Auger, A.6
Tiwari, S.7
-
60
-
-
34548073895
-
Differential evolution and non-separability: Using selective pressure to focus search
-
DOI 10.1145/1276958.1277221, Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
-
A.M. Sutton, M. Lunacek, and L.D. Whitley Differential evolution and non-separability: using selective pressure to focus search GECCO'07: Proceedings of the 9th Annual Conference on Genetic and Evolutionary Computation 2007 ACM New York, NY, USA 1428 1435 (Pubitemid 47291712)
-
(2007)
Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
, pp. 1428-1435
-
-
Sutton, A.M.1
Lunacek, M.2
Whitley, L.D.3
-
61
-
-
62149099100
-
Efficient covariance matrix update for variable metric evolution strategies?
-
T. Suttorp, N. Hansen, and C. Igel Efficient covariance matrix update for variable metric evolution strategies? Machine Learning 75 2 2009 167 197
-
(2009)
Machine Learning
, vol.75
, Issue.2
, pp. 167-197
-
-
Suttorp, T.1
Hansen, N.2
Igel, C.3
-
62
-
-
54349111379
-
Differential evolution strategy for structural system identification
-
H. Tang, S. Xue, and C. Fan Differential evolution strategy for structural system identification Computers and Structures 86 21-22 2008 2004 2012
-
(2008)
Computers and Structures
, vol.86
, Issue.2122
, pp. 2004-2012
-
-
Tang, H.1
Xue, S.2
Fan, C.3
-
63
-
-
77955942460
-
-
University of Science and Technology of China (USTC), School of Computer Science and Technology, Nature Inspired Computation and Applications Laboratory (NICAL), Héféi, Ānhuī, China
-
K. Tang, X. Li, P.N. Suganthan, Z. Yang, T. Weise, Benchmark functions for the CEC'2010 special session and competition on large-scale global optimization, Technical Report, University of Science and Technology of China (USTC), School of Computer Science and Technology, Nature Inspired Computation and Applications Laboratory (NICAL), Héféi, Ānhuī, China, 2010.
-
(2010)
Benchmark Functions for the CEC'2010 Special Session and Competition on Large-scale Global Optimization, Technical Report
-
-
Tang, K.1
Li, X.2
Suganthan, P.N.3
Yang, Z.4
Weise, T.5
-
64
-
-
55749098451
-
-
Nature Inspired Computation and Applications Laboratory, USTC, China
-
K. Tang, X. Yao, P. Suganthan, C. MacNish, Y. Chen, C. Chen, Z. Yang, Benchmark functions for the cec'2008 special session and competition on large scale global optimization, Technical Report, Nature Inspired Computation and Applications Laboratory, USTC, China, 2007.
-
(2007)
Benchmark Functions for the cec'2008 Special Session and Competition on Large Scale Global Optimization, Technical Report
-
-
Tang, K.1
Yao, X.2
Suganthan, P.3
MacNish, C.4
Chen, Y.5
Chen, C.6
Yang, Z.7
-
65
-
-
68849102424
-
Structure-specified IIR filter and control design using real structured genetic algorithm
-
C.-W. Tsai, C.-H. Huang, and C.-L. Lin Structure-specified IIR filter and control design using real structured genetic algorithm Applied Soft Computing 9 4 2009 1285 1295
-
(2009)
Applied Soft Computing
, vol.9
, Issue.4
, pp. 1285-1295
-
-
Tsai, C.-W.1
Huang, C.-H.2
Lin, C.-L.3
-
66
-
-
58549093730
-
The genetic algorithm for breast tumor diagnosis-The case of DNA viruses
-
M.-H. Tseng, and H.-C. Liao The genetic algorithm for breast tumor diagnosis-the case of DNA viruses Applied Soft Computing 9 2 2009 703 710
-
(2009)
Applied Soft Computing
, vol.9
, Issue.2
, pp. 703-710
-
-
Tseng, M.-H.1
Liao, H.-C.2
-
67
-
-
0034153218
-
Information characteristics and the structure of landscapes?
-
V. Vassilev, T. Fogarty, and J. Miller Information characteristics and the structure of landscapes? Evolutionary Computation 8 1 2000 31 60
-
(2000)
Evolutionary Computation
, vol.8
, Issue.1
, pp. 31-60
-
-
Vassilev, V.1
Fogarty, T.2
Miller, J.3
-
70
-
-
0024991769
-
Correlated and uncorrelated fitness landscapes and how to tell the difference
-
DOI 10.1007/BF00202749
-
E. Weinberger Correlated and uncorrelated fitness landscapes and how to tell the difference? Biological Cybernetics 63 5 1990 325 336 (Pubitemid 20289470)
-
(1990)
Biological Cybernetics
, vol.63
, Issue.5
, pp. 325-336
-
-
Weinberger, E.1
-
71
-
-
0001697862
-
Local properties of Kauffman NK model, a tuneably rugged energy landscapes
-
E.D. Weinberger Local properties of Kauffman NK model, a tuneably rugged energy landscapes Physical Review 44 10 1991 6399 6413
-
(1991)
Physical Review
, vol.44
, Issue.10
, pp. 6399-6413
-
-
Weinberger, E.D.1
-
73
-
-
67349171026
-
Influence of crossover on the behavior of differential evolution algorithms
-
D. Zaharie Influence of crossover on the behavior of differential evolution algorithms Applied Soft Computing 9 2009 1126 1138
-
(2009)
Applied Soft Computing
, vol.9
, pp. 1126-1138
-
-
Zaharie, D.1
-
74
-
-
70349860273
-
JADE: Adaptive differential evolution with optional external archive
-
J. Zhang, and A. Sanderson JADE: adaptive differential evolution with optional external archive IEEE Transactions on Evolutionary Computation 13 5 2009 945 958
-
(2009)
IEEE Transactions on Evolutionary Computation
, vol.13
, Issue.5
, pp. 945-958
-
-
Zhang, J.1
Sanderson, A.2
|