-
4
-
-
0000283841
-
Preventing premature convergence in genetic algorithms by preventing incest
-
L. J. Eshelman and J. D. Schaffer, "Preventing premature convergence in genetic algorithms by preventing incest," in Proc. 4th Int. Conf. Genet. Algorithms, 1991, pp. 115-122.
-
(1991)
Proc. 4th Int. Conf. Genet. Algorithms
, pp. 115-122
-
-
Eshelman, L.J.1
Schaffer, J.D.2
-
5
-
-
0003309776
-
On evolutionary exploration and exploitation
-
A. E. Eiben and C. A. Schippers, "On evolutionary exploration and exploitation," Fundamenta Informaticae, vol. 2, nos. 1-4, pp. 35-50, 1998. (Pubitemid 128435957)
-
(1998)
Fundamenta Informaticae
, vol.35
, Issue.1-4
, pp. 35-50
-
-
Eiben, A.E.1
Schippers, C.A.2
-
6
-
-
0032626111
-
Parameter control in evolutionary algorithms
-
Jul.
-
A. E. Eiben, R. Hinterding, and Z. Michalewicz, "Parameter control in evolutionary algorithms," IEEE Trans. Evol. Comput., vol. 3, no. 2, pp. 124-141, Jul. 1999.
-
(1999)
IEEE Trans. Evol. Comput.
, vol.3
, Issue.2
, pp. 124-141
-
-
Eiben, A.E.1
Hinterding, R.2
Michalewicz, Z.3
-
7
-
-
33749000352
-
The interplay between exploration and exploitation
-
A. K. Gupta, K. G. Smith, and C. E. Shalley, "The interplay between exploration and exploitation," Acad. Manage. J., vol. 49, no. 4, pp. 693-706, Aug. 2006. (Pubitemid 44453114)
-
(2006)
Academy of Management Journal
, vol.49
, Issue.4
, pp. 693-706
-
-
Gupta, A.K.1
Smith, K.G.2
Shalley, C.E.3
-
8
-
-
0036592028
-
Control of exploitation-exploration meta-parameter in reinforcement learning
-
DOI 10.1016/S0893-6080(02)00056-4, PII S0893608002000564
-
S. Ishii, W. Yoshida, and J. Yoshimoto, "Control of exploitationexploration meta-parameter in reinforcement learning," Neural Netw., vol. 15, no. 4, pp. 665-687, Jun. 2002. (Pubitemid 34947467)
-
(2002)
Neural Networks
, vol.15
, Issue.4-6
, pp. 665-687
-
-
Ishii, S.1
Yoshida, W.2
Yoshimoto, J.3
-
9
-
-
0042720314
-
Exploration, exploitation and adaptive rationality: The neo-Schumpeterian perspective
-
Dec.
-
J. Lee and Y. U. Ryu, "Exploration, exploitation and adaptive rationality: The neo-Schumpeterian perspective," Simulat. Model. Practice Theory, vol. 10, nos. 5-7, pp. 297-320, Dec. 2002.
-
(2002)
Simulat. Model. Practice Theory
, vol.10
, Issue.5-7
, pp. 297-320
-
-
Lee, J.1
Ryu, Y.U.2
-
10
-
-
0001917647
-
Adaptation of genetic algorithm parameters based on fuzzy logic controllers
-
F. Herrera and J. L. Verdegay, Eds., 1st ed. Heidelberg, Germany: Physica-Verlag
-
F. Herrera and M. Lozano, "Adaptation of genetic algorithm parameters based on fuzzy logic controllers," in Genetic Algorithms and Soft Computing, vol. 8, F. Herrera and J. L. Verdegay, Eds., 1st ed. Heidelberg, Germany: Physica-Verlag, 1996, pp. 95-125.
-
(1996)
Genetic Algorithms and Soft Computing
, vol.8
, pp. 95-125
-
-
Herrera, F.1
Lozano, M.2
-
11
-
-
1542286518
-
Diversity in genetic programming: An analysis of measures and correlation with fitness
-
Feb.
-
E. K. Burke, S. Gustafson, and G. Kendall, "Diversity in genetic programming: An analysis of measures and correlation with fitness," IEEE Trans. Evol. Comput., vol. 8, no. 1, pp. 47-62, Feb. 2004.
-
(2004)
IEEE Trans. Evol. Comput.
, vol.8
, Issue.1
, pp. 47-62
-
-
Burke, E.K.1
Gustafson, S.2
Kendall, G.3
-
14
-
-
85055761970
-
Measuring population diversity
-
Dec.
-
S. Lieberson, "Measuring population diversity," Am. Sociol. Rev., vol. 34, no. 6, pp. 850-862, Dec. 1969.
-
(1969)
Am. Sociol. Rev.
, vol.34
, Issue.6
, pp. 850-862
-
-
Lieberson, S.1
-
15
-
-
84950435064
-
Diversity as a concept and its measurement
-
Sep.
-
G. P. Patil and C. Taillie, "Diversity as a concept and its measurement," J. Am. Stat. Assoc., vol. 77, no. 379, pp. 548-561, Sep. 1982.
-
(1982)
J. Am. Stat. Assoc.
, vol.77
, Issue.379
, pp. 548-561
-
-
Patil, G.P.1
Taillie, C.2
-
16
-
-
55749111846
-
Diversity control based on population heterozygosity dynamics
-
Jun.
-
M. M. Gouv̂ea, Jr., and A. F. R. Aráujo, "Diversity control based on population heterozygosity dynamics," in Proc. IEEE Congr. Evol. Comput., Jun. 2008, pp. 3671-3678.
-
(2008)
Proc. IEEE Congr. Evol. Comput.
, pp. 3671-3678
-
-
Gouv̂ea Jr., M.N.1
Aráujo, A.F.R.2
-
20
-
-
55749113172
-
Measuring exploration/exploitation in particle swarms using swarm diversity
-
Jun.
-
O. Olorunda and A. P. Engelbrecht, "Measuring exploration/ exploitation in particle swarms using swarm diversity," in Proc. IEEE Congr. Evol. Comput., Jun. 2008, pp. 1128-1134.
-
(2008)
Proc. IEEE Congr. Evol. Comput.
, pp. 1128-1134
-
-
Olorunda, O.1
Engelbrecht, A.P.2
-
21
-
-
0033672416
-
Dynamics of a distance-based population diversity measure
-
Jul.
-
A. L. Barker and W. N. Martin, "Dynamics of a distance-based population diversity measure," in Proc. IEEE Congr. Evol. Comput., Jul. 2000, pp. 1002-1009.
-
(2000)
Proc. IEEE Congr. Evol. Comput.
, pp. 1002-1009
-
-
Barker, A.L.1
Martin, W.N.2
-
22
-
-
21144432520
-
The underlying similarity of diversity measures used in evolutionary computation
-
M. Wineberg and F. Oppacher, "The underlying similarity of diversity measures used in evolutionary computation," in Proc. Genet. Evol. Comput. Conf., vol. 2724. 2003, pp. 1493-1504.
-
(2003)
Proc. Genet. Evol. Comput. Conf.
, vol.2724
, pp. 1493-1504
-
-
Wineberg, M.1
Oppacher, F.2
-
23
-
-
0008444604
-
Retaining diversity of genetic algorithms for multivariable optimization and neural network learning
-
Mar.-Apr.
-
Y. Ichikawa and Y. Ishii, "Retaining diversity of genetic algorithms for multivariable optimization and neural network learning," in Proc. IEEE Int. Conf. Neural Netw., Mar.-Apr. 1993, pp. 1110-1114.
-
(1993)
Proc. IEEE Int. Conf. Neural Netw.
, pp. 1110-1114
-
-
Ichikawa, Y.1
Ishii, Y.2
-
25
-
-
0010517781
-
Fuzzy tools to improve genetic algorithms
-
F. Herrera, E. Herrera-Viedma, M. Lozano, and J. L. Verdegay, "Fuzzy tools to improve genetic algorithms," in Proc. 2nd Eur. Congr. Intell. Tech. Soft Comput., 1994, pp. 1532-1539.
-
(1994)
Proc. 2nd Eur. Congr. Intell. Tech. Soft Comput.
, pp. 1532-1539
-
-
Herrera, F.1
Herrera-Viedma, E.2
Lozano, M.3
Verdegay, J.L.4
-
26
-
-
84856043672
-
A mathematical theory of communication
-
623-656, Jul. Oct.
-
C. E. Shannon, "A mathematical theory of communication," Bell Syst. Tech. J., vol. 27, pp. 379-423, 623-656, Jul., Oct. 1948.
-
(1948)
Bell Syst. Tech. J.
, vol.27
, pp. 379-423
-
-
Shannon, C.E.1
-
27
-
-
0002453010
-
Quantification method of classification processes: Concept of structural a-entropy
-
J. Havrda and F. Charv́at, "Quantification method of classification processes: Concept of structural a-entropy," Kybernetika, vol. 3, no. 1, pp. 30-35, 1967.
-
(1967)
Kybernetika
, vol.3
, Issue.1
, pp. 30-35
-
-
Havrda, J.1
Charv́at, F.2
-
28
-
-
0002408684
-
On measures of entropy and information
-
A. Ŕenyi, "On measures of entropy and information," in Proc. 4th Berkeley Symp., 1961, pp. 547-561.
-
(1961)
Proc. 4th Berkeley Symp.
, pp. 547-561
-
-
Ŕenyi, A.1
-
29
-
-
1542293627
-
Entropy-driven adaptive representation
-
J. P. Rosca, "Entropy-driven adaptive representation," in Proc. Workshop Genet. Program., 1995, pp. 23-32.
-
(1995)
Proc. Workshop Genet. Program.
, pp. 23-32
-
-
Rosca, J.P.1
-
30
-
-
0039535145
-
On diversity measures based on entropy functions
-
T. K. Nayak, "On diversity measures based on entropy functions," Commun. Statist.: Theor. Meth., vol. 14, no. 1, pp. 203-215, 1985.
-
(1985)
Commun. Statist.: Theor. Meth.
, vol.14
, Issue.1
, pp. 203-215
-
-
Nayak, T.K.1
-
31
-
-
0012057129
-
Measurement of inequality of incomes
-
C. Gini, "Measurement of inequality of incomes," Econ. J., vol. 31, no. 121, pp. 124-126, 1921.
-
(1921)
Econ. J.
, vol.31
, Issue.121
, pp. 124-126
-
-
Gini, C.1
-
32
-
-
33344464667
-
Measurement of diversity
-
Apr.
-
E. H. Simpson, "Measurement of diversity," Nature, vol. 163, p. 688, Apr. 1949.
-
(1949)
Nature
, vol.163
, pp. 688
-
-
Simpson, E.H.1
-
33
-
-
0006616805
-
Comment: Diversity as a concept and its measurement by G. P. Patil and C. Taillie
-
Sep.
-
I. J. Good, "Comment: Diversity as a concept and its measurement by G. P. Patil and C. Taillie," J. Am. Statist. Assoc., vol. 77, no. 379, pp. 561-563, Sep. 1982.
-
(1982)
J. Am. Statist. Assoc.
, vol.77
, Issue.379
, pp. 561-563
-
-
Good, I.J.1
-
34
-
-
14744294474
-
An adaptive genetic algorithm with diversity-guided mutation and its global convergence property
-
L. Mei-Yi, C. Zi-Xing, and S. Guo-Yun, "An adaptive genetic algorithm with diversity-guided mutation and its global convergence property," J. Cent. South Univ. Technol., vol. 11, no. 3, pp. 323-327, 2004.
-
(2004)
J. Cent. South Univ. Technol.
, vol.11
, Issue.3
, pp. 323-327
-
-
Mei-Yi, L.1
Zi-Xing, C.2
Guo-Yun, S.3
-
35
-
-
4344575392
-
-
EVALife Project Group Aarhus Univ., Aarhus, Denmark, Tech. Rep. 2002-02
-
J. Riget and J. S. Vesterstrom, "A diversity-guided particle swarm optimizer: The ARPSO," EVALife Project Group, Aarhus Univ., Aarhus, Denmark, Tech. Rep. 2002-02, 2002.
-
(2002)
A Diversity-guided Particle Swarm Optimizer: The ARPSO
-
-
Riget, J.1
Vesterstrom, J.S.2
-
36
-
-
27144437429
-
-
School Elec. Electron. Eng., Nanyang Tech. Univ., Singapore, Tech. Rep. # 2005005 May
-
P. N. Suganthan, N. Hansen, J. J. Liang, K. Deb, Y.-P. Chen, A. Auger, and S. Tiwari, "Problem definitions and evaluation criteria for the CEC 2005 special session on real parameter optimization," School Elec. Electron. Eng., Nanyang Tech. Univ., Singapore, Tech. Rep. #2005005, May 2005.
-
(2005)
Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real Parameter Optimization
-
-
Suganthan, P.N.1
Hansen, N.2
Liang, J.J.3
Deb, K.4
Chen, Y.-P.5
Auger, A.6
Tiwari, S.7
-
37
-
-
77955891392
-
-
Dept. Comput. Sci. Contr., INRIA, France, Res. Rep. RR-6828 May
-
N. Hansen, A. Auger, S. Finck, and R. Ros, "Real-parameter black-box optimization benchmarking 2009: Experimental setup," Dept. Comput. Sci. Contr., INRIA, France, Res. Rep. RR-6828, May 2009.
-
(2009)
Real-parameter Black-box Optimization Benchmarking 2009: Experimental Setup
-
-
Hansen, N.1
Auger, A.2
Finck, S.3
Ros, R.4
-
38
-
-
0002819121
-
A comparative analysis of selection schemes used in genetic algorithms
-
D. E. Goldberg and K. Deb, "A comparative analysis of selection schemes used in genetic algorithms," in Proc. 1st Workshop Found. Genet. Algorithms, 1990, pp. 69-93.
-
(1990)
Proc. 1st Workshop Found. Genet. Algorithms
, pp. 69-93
-
-
Goldberg, D.E.1
Deb, K.2
-
39
-
-
84867091390
-
Comparing diversities: Gini's index
-
N. I. Lyons and K. Hutcheson, "Comparing diversities: Gini's index," J. Statist. Comput. Simul., vol. 8, no. 1, pp. 75-80, 1978.
-
(1978)
J. Statist. Comput. Simul.
, vol.8
, Issue.1
, pp. 75-80
-
-
Lyons, N.I.1
Hutcheson, K.2
-
41
-
-
70349270458
-
A study on the use of non-parametric tests for analyzing the evolutionary algorithms' behaviour: A case study on the CEC'2005 special session on real parameter optimization
-
Dec.
-
S. Garcia, D. Molina, M. Lozano, and F. Herrera, "A study on the use of non-parametric tests for analyzing the evolutionary algorithms' behaviour: A case study on the CEC'2005 special session on real parameter optimization," J. Heuristics, vol. 15, no. 6, pp. 617-644, Dec. 2009.
-
(2009)
J. Heuristics
, vol.15
, Issue.6
, pp. 617-644
-
-
Garcia, S.1
Molina, D.2
Lozano, M.3
Herrera, F.4
-
42
-
-
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," in Proc. IEEE Congr. Evol. Comput., Sep. 2005, pp. 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
-
43
-
-
77749289802
-
Memetic algorithms for continuous optimization based on local search chains
-
D. Molina, M. Lozano, C. Garcia-Martinez, and F. Herrera, "Memetic algorithms for continuous optimization based on local search chains," Evol. Comput., vol. 18, no. 1, pp. 27-63, 2010.
-
(2010)
Evol. Comput.
, vol.18
, Issue.1
, pp. 27-63
-
-
Molina, D.1
Lozano, M.2
Garcia-Martinez, C.3
Herrera, F.4
-
44
-
-
33750567455
-
-
Computat. Lab., Inst. Computat. Sci., ETH Zurich, Switzerland, Tech. Rep. May
-
N. Hansen, "Compilation of results on the 2005 CEC benchmark function set," Computat. Lab., Inst. Computat. Sci., ETH Zurich, Switzerland, Tech. Rep., May 2006 [Online]. Available: http://www.lri.fr/ ∼hansen/cec2005compareresults.pdf
-
(2006)
Compilation of Results on the 2005 CEC Benchmark Function Set
-
-
Hansen, N.1
-
45
-
-
10444253956
-
Measures of diversity for populations and distances between individuals with highly reorganizable genomes
-
DOI 10.1162/1063656043138923
-
C. Mattiussi, M. Waibel, and D. Floreano, "Measures of diversity for populations and distances between individuals with highly reorganizable genomes," Evol. Comput., vol. 12, no. 4, pp. 495-515, 2004. (Pubitemid 39634697)
-
(2004)
Evolutionary Computation
, vol.12
, Issue.4
, pp. 495-515
-
-
Mattiussi, C.1
Waibel, M.2
Floreano, D.3
-
46
-
-
84555193625
-
Real-parameter evolutionary multimodal optimization: A survey of the state-of-The-art
-
S. Das, S. Maity, B.-Y. Qu, and P. N. Suganthan, "Real-parameter evolutionary multimodal optimization: A survey of the state-of-the-art," Swarm Evol. Comput., vol. 1, no. 2, pp. 71-88, 2011.
-
(2011)
Swarm Evol. Comput.
, vol.1
, Issue.2
, pp. 71-88
-
-
Das, S.1
Maity, S.2
Qu, B.-Y.3
Suganthan, P.N.4
|