-
1
-
-
33846333498
-
Incorporating a priori knowledge in probabilistic-model based optimization
-
Springer Berlin
-
Baluja S (2006) Incorporating a priori knowledge in probabilistic-model based optimization. In: Pelikan M, Sastry K, Cantú-Paz E (eds) Scalable optimization via probabilistic modeling: from algorithms to applications, studies in computational intelligence. Springer, Berlin, pp 205-222
-
(2006)
Scalable Optimization Via Probabilistic Modeling: From Algorithms to Applications, Studies in Computational Intelligence
, pp. 205-222
-
-
Baluja, S.1
Pelikan, M.2
Sastry, K.3
Cantú-Paz, E.4
-
3
-
-
0041481252
-
-
Kluwer, Boston
-
Bengoetxea E, Larrañaga P, Bloch I, Perchant A (2002) Estimation of distribution algorithms. a new tool for evolutionary computation chapter solving graph matching with EDAs using permutation-based representation, Kluwer, Boston, pp 239-264
-
(2002)
Estimation of Distribution Algorithms. A New Tool for Evolutionary Computation Chapter Solving Graph Matching with EDAs Using Permutation-based Representation
, pp. 239-264
-
-
Bengoetxea, E.1
Larrañaga, P.2
Bloch, I.3
Perchant, A.4
-
5
-
-
4644293749
-
A comparison of selection schemes used in evolutionary algorithms
-
T Blickle L Thiele 1996 A comparison of selection schemes used in evolutionary algorithms Evolut Comput 4 4 361 394 (Pubitemid 126706163)
-
(1996)
Evolutionary Computation
, vol.4
, Issue.4
, pp. 361-394
-
-
Blickle, T.1
Thiele, L.2
-
6
-
-
34848839239
-
Matching inductive search bias and problem structure in continuous Estimation-of-Distribution Algorithms
-
DOI 10.1016/j.ejor.2006.06.051, PII S0377221706006382
-
PA Bosman J Grahl 2008 Matching inductive search bias and problem structure in continuous estimation of distribution algorithms Eur J Oper Res 185 1246 1264 (Pubitemid 47498814)
-
(2008)
European Journal of Operational Research
, vol.185
, Issue.3
, pp. 1246-1264
-
-
Bosman, P.A.N.1
Grahl, J.2
-
7
-
-
0002763562
-
Linkage information processing in distribution estimation algorithms
-
Banzhaf W, Daida J, Eiben AE, Garzon MH, Honavar V, Jakiela M, Smith RE (eds) Orlando, FL, 1999. Morgan Kaufmann Publishers, San Francisco
-
Bosman PA, Thierens D (1999) Linkage information processing in distribution estimation algorithms. In: Banzhaf W, Daida J, Eiben AE, Garzon MH, Honavar V, Jakiela M, Smith RE (eds) Proceedings of the genetic and evolutionary computation conference GECCO-1999, vol I, Orlando, FL, 1999. Morgan Kaufmann Publishers, San Francisco, pp 60-67
-
(1999)
Proceedings of the Genetic and Evolutionary Computation Conference GECCO-1999
, pp. 60-67
-
-
Bosman, P.A.1
Thierens, D.2
-
8
-
-
4344591323
-
Crossing the road to efficient ideas for permutation problems
-
Spector L, Goodman E, Wu A, Langdon W, Voigt H, Gen M, Sen S, Dorigo M, Pezeshk S, Garzon M, Burke E (eds) San Francisco, CA, 2001. Morgan Kaufmann Publishers, San Francisco
-
Bosman PA, Thierens D (2001) Crossing the road to efficient ideas for permutation problems. In: Spector L, Goodman E, Wu A, Langdon W, Voigt H, Gen M, Sen S, Dorigo M, Pezeshk S, Garzon M, Burke E (eds) Proceedings of the genetic and evolutionary computation conference GECCO-2001, San Francisco, CA, 2001. Morgan Kaufmann Publishers, San Francisco, pp 219-226
-
(2001)
Proceedings of the Genetic and Evolutionary Computation Conference GECCO-2001
, pp. 219-226
-
-
Bosman, P.A.1
Thierens, D.2
-
9
-
-
0036856506
-
Multi-objective optimization with diversity preserving mixture-based iterated density estimation evolutionary algorithms
-
DOI 10.1016/S0888-613X(02)00090-7, PII S0888613X02000907
-
PA Bosman D Thierens 2002 Multi-objective optimization with diversity preserving mixture-based iterated density estimation evolutionary algorithms Int J Approx Reason 31 3 259 289 (Pubitemid 35411833)
-
(2002)
International Journal of Approximate Reasoning
, vol.31
, Issue.3
, pp. 259-289
-
-
Bosman, P.A.N.1
Thierens, D.2
-
10
-
-
33846295883
-
Numerical optimization with real-valued estimation-of-distribution algorithms
-
Springer Berlin
-
Bosman PA, Thierens D (2006) Numerical optimization with real-valued estimation-of-distribution algorithms. In: Pelikan M, Sastry K, Cantú-Paz E (eds) Scalable Optimization via Probabilistic modeling: from algorithms to applications, studies in computational intelligence. Springer, Berlin, pp 91-120
-
(2006)
Scalable Optimization Via Probabilistic Modeling: From Algorithms to Applications, Studies in Computational Intelligence
, pp. 91-120
-
-
Bosman, P.A.1
Thierens, D.2
Pelikan, M.3
Sastry, K.4
Cantú-Paz, E.5
-
11
-
-
2942662603
-
Evolutionary approaches to dynamic optimization problems-a survey
-
Wu AS (ed) Workshop Program, Orlando, FL, 1999. Morgan Kaufmann Publishers, San Francisco
-
Branke J (1999) Evolutionary approaches to dynamic optimization problems-a survey. In: Wu AS (ed) Proceedings of the genetic and evolutionary computation conference GECCO-1999, Workshop Program, Orlando, FL, 1999. Morgan Kaufmann Publishers, San Francisco, pp 134-137
-
(1999)
Proceedings of the Genetic and Evolutionary Computation Conference GECCO-1999
, pp. 134-137
-
-
Branke, J.1
-
13
-
-
55749113495
-
Approaches to selection and their effect on fitness modelling in an estimation of distribution algorithm
-
Hong Kong, 2008. IEEE Press
-
Brownlee S, McCall J, Zhang Q, Brown D (2008) Approaches to selection and their effect on fitness modelling in an estimation of distribution algorithm. In: Proceedings of the 2008 congress on evolutionary computation CEC-2008, Hong Kong, 2008. IEEE Press, pp 2626-2633
-
(2008)
Proceedings of the 2008 Congress on Evolutionary Computation CEC-2008
, pp. 2626-2633
-
-
Brownlee, S.1
McCall, J.2
Zhang, Q.3
Brown, D.4
-
14
-
-
27144452759
-
Migration of probability models instead of individuals: An alternative when applying the island model to EDAs
-
Springer, Berlin
-
de la Ossa L, Gámez JA, Puerta JM (2004) Migration of probability models instead of individuals: an alternative when applying the island model to EDAs. In: Parallel problem solving from nature (PPSN VIII), vol 3242. Springer, Berlin, pp 242-252
-
(2004)
Parallel Problem Solving from Nature (PPSN VIII)
, vol.3242
, pp. 242-252
-
-
De La Ossa, L.1
Gámez, J.A.2
Puerta, J.M.3
-
15
-
-
51849108416
-
Exact Bayesian network learning in estimation of distribution algorithms
-
IEEE Press
-
Echegoyen C, Lozano JA, Santana R, Larrañaga P (2007) Exact Bayesian network learning in estimation of distribution algorithms. In: Proceedings of the 2007 congress on evolutionary computation CEC-2007. IEEE Press, pp 1051-1058
-
(2007)
Proceedings of the 2007 Congress on Evolutionary Computation CEC-2007
, pp. 1051-1058
-
-
Echegoyen, C.1
-
16
-
-
51849169400
-
Linkage in evolutionary computation, chapter the impact of probabilistic learning algorithms in EDAs based on Bayesian networks
-
Springer, Berlin
-
Echegoyen C, Santana R, Lozano JA, Larrañaga P (2008) Linkage in evolutionary computation, chapter The impact of probabilistic learning algorithms in EDAs based on Bayesian networks. Studies in computational intelligence. Springer, Berlin, pp 109-139
-
(2008)
Studies in Computational Intelligence
, pp. 109-139
-
-
Echegoyen, C.1
-
17
-
-
33847172327
-
Clustering by passing messages between data points
-
DOI 10.1126/science.1136800
-
BJ Frey D Dueck 2007 Clustering by passing messages between data points Science 315 972 976 (Pubitemid 46281181)
-
(2007)
Science
, vol.315
, Issue.5814
, pp. 972-976
-
-
Frey, B.J.1
Dueck, D.2
-
18
-
-
38149102431
-
EDNA: Estimation of dependency networks algorithm
-
Mira J, Álvarez JR (eds) Bio-inspired modeling of cognitive tasks, second international work-conference on the interplay between natural and artificial computation, IWINAC 2007 Springer, Berlin
-
Gámez JA, Mateo JL, Puerta JM (2007) EDNA: estimation of dependency networks algorithm. In: Mira J, Álvarez JR (eds) Bio-inspired modeling of cognitive tasks, second international work-conference on the interplay between natural and artificial computation, IWINAC 2007. Lecture notes in computer science, vol 4527. Springer, Berlin, pp 427-436
-
(2007)
Lecture Notes in Computer Science
, vol.4527
, pp. 427-436
-
-
Gámez, J.A.1
-
20
-
-
65149101557
-
A double-distribution statistical algorithm for composite laminate optimization
-
L Grosset R Riche RT Haftka 2006 A double-distribution statistical algorithm for composite laminate optimization Struct Multidiscipl Optim 31 1 49 59
-
(2006)
Struct Multidiscipl Optim
, vol.31
, Issue.1
, pp. 49-59
-
-
Grosset, L.1
Riche, R.2
Haftka, R.T.3
-
21
-
-
24644466806
-
Estimation of distribution algorithms with mutation
-
Evolutionary computation in combinatorial optimization Springer, Berlin
-
Handa H (2005) Estimation of distribution algorithms with mutation. In: Evolutionary computation in combinatorial optimization. Lecture notes in computer science, vol 3448. Springer, Berlin, pp 112-121
-
(2005)
Lecture Notes in Computer Science
, vol.3448
, pp. 112-121
-
-
Handa, H.1
-
22
-
-
51849133416
-
Linkage learning via probabilistic modeling in the ECGA
-
Springer Berlin
-
Harik GR, Lobo FG, Sastry K (2006) Linkage learning via probabilistic modeling in the ECGA. In: Pelikan M, Sastry K, Cantú-Paz E (eds) Scalable optimization via probabilistic modeling: from algorithms to applications, studies in computational intelligence. Springer, Berlin, pp 39-62
-
(2006)
Scalable Optimization Via Probabilistic Modeling: From Algorithms to Applications, Studies in Computational Intelligence
, pp. 39-62
-
-
Harik, G.R.1
Lobo, F.G.2
Sastry, K.3
Pelikan, M.4
Sastry, K.5
Cantú-Paz, E.6
-
24
-
-
65149100013
-
Enhancing efficiency of hierarchical BOA via distance-based model restrictions
-
Missouri Estimation of Distribution Algorithms Laboratory (MEDAL), April 2008
-
Hauschild M, Pelikan M (2008) Enhancing efficiency of hierarchical BOA via distance-based model restrictions. MEDAL Report No. 2008007, Missouri Estimation of Distribution Algorithms Laboratory (MEDAL), April 2008
-
(2008)
MEDAL Report No. 2008007d
-
-
Hauschild, M.1
Pelikan, M.2
-
25
-
-
34548107081
-
Analyzing probabilistic models in hierarchical BOA on traps and spin glasses
-
Thierens D et al (eds) London, UK, 2007. ACM Press, New York
-
Hauschild M, Pelikan M, Lima C, Sastry K (2007) Analyzing probabilistic models in hierarchical BOA on traps and spin glasses. In: Thierens D et al (eds) Proceedings of the genetic and evolutionary computation conference GECCO-2007, vol I. London, UK, 2007. ACM Press, New York, pp 523-530
-
(2007)
Proceedings of the Genetic and Evolutionary Computation Conference GECCO-2007
, pp. 523-530
-
-
Hauschild, M.1
Pelikan, M.2
Lima, C.3
Sastry, K.4
-
26
-
-
51849124461
-
Using previous models to bias structural learning in the hierarchical BOA
-
Missouri Estimation of Distribution Algorithms Laboratory (MEDAL)
-
Hauschild M, Pelikan M, Sastry K, Goldberg DE (2008) Using previous models to bias structural learning in the hierarchical BOA. MEDAL Report No. 2008003, Missouri Estimation of Distribution Algorithms Laboratory (MEDAL)
-
(2008)
MEDAL Report No. 2008003
-
-
Hauschild, M.1
Pelikan, M.2
Sastry, K.3
Goldberg, D.E.4
-
27
-
-
34249761849
-
Learning Bayesian networks: The combination of knowledge and statistical data
-
D Heckerman D Geiger DM Chickering 1995 Learning Bayesian networks: the combination of knowledge and statistical data Mach Learn 20 197 243
-
(1995)
Mach Learn
, vol.20
, pp. 197-243
-
-
Heckerman, D.1
Geiger, D.2
Chickering, D.M.3
-
31
-
-
34548069626
-
-
Technical Report EHU-KZAA-IK-2/07, Department of Computer Science and Artificial Intelligence, University of the Basque Country, November 2007
-
Höns R, Santana R, Larrañaga P, Lozano JA (2007) Optimization by max-propagation using Kikuchi approximations. Technical Report EHU-KZAA-IK-2/07, Department of Computer Science and Artificial Intelligence, University of the Basque Country, November 2007
-
(2007)
Optimization by Max-propagation Using Kikuchi Approximations
-
-
Höns, R.1
Santana, R.2
Larrañaga, P.3
Lozano, J.A.4
-
32
-
-
84959052649
-
The importance of selection mechanisms in distribution estimation algorithms
-
Collet P (ed), Proceedings of EA 2001 Springer, Berlin
-
Johnson A, Shapiro JL (2002) The importance of selection mechanisms in distribution estimation algorithms. In: Collet P (ed) Proceedings of EA 2001. Lecture notes in computer science, vol 2310. Springer, Berlin, pp 91-103
-
(2002)
Lecture Notes in Computer Science
, vol.2310
, pp. 91-103
-
-
Johnson, A.1
Shapiro, J.L.2
-
33
-
-
0035577808
-
A Taxonomy of Global Optimization Methods Based on Response Surfaces
-
DOI 10.1023/A:1012771025575
-
D Jones 2001 A taxonomy of global optimization methods based on response surfaces J Glob Optim 21 341 383 (Pubitemid 33672374)
-
(2001)
Journal of Global Optimization
, vol.21
, Issue.4
, pp. 345-383
-
-
Jones, D.R.1
-
34
-
-
4544245266
-
Properties of fitness functions and search landscapes
-
Springer Berlin
-
Kallel L, Naudts B, Reeves R (2000) Properties of fitness functions and search landscapes. In: Kallel L, Naudts B, Rogers A (eds) Theoretical aspects of evolutionary computing. Springer, Berlin, pp 177-208
-
(2000)
Theoretical Aspects of Evolutionary Computing
, pp. 177-208
-
-
Kallel, L.1
Naudts, B.2
Reeves, R.3
Kallel, L.4
Naudts, B.5
Rogers, A.6
-
37
-
-
0001300335
-
Combinatorial optimization by learning and simulation of Bayesian networks
-
San Francisco, CA, 2000. Morgan Kaufmann Publishers, Menlo Park
-
Larrañaga P, Etxeberria R, Lozano JA, Peña J (2000) Combinatorial optimization by learning and simulation of Bayesian networks. In: Proceedings of the sixteenth annual conference on uncertainty in artificial intelligence (UAI-2000), San Francisco, CA, 2000. Morgan Kaufmann Publishers, Menlo Park, pp 343-352
-
(2000)
Proceedings of the Sixteenth Annual Conference on Uncertainty in Artificial Intelligence (UAI-2000)
, pp. 343-352
-
-
Larrañaga, P.1
-
40
-
-
35748982103
-
Clustering by soft-constraint affinity propagation: Applications to gene-expression data
-
DOI 10.1093/bioinformatics/btm414
-
M Leone Sumedha M Weigt 2007 Clustering by soft-constraint affinity propagation: applications to gene-expression data Bioinformatics 23 20 2708 2715 (Pubitemid 350048335)
-
(2007)
Bioinformatics
, vol.23
, Issue.20
, pp. 2708-2715
-
-
Leone, M.1
Weigt, S.2
Weigt, M.3
-
41
-
-
51849120490
-
Influence of selection and replacement strategies on linkage learning in BOA
-
IEEE Press
-
Lima CF, Pelikan M, Goldberg DE, Lobo FG, Sastry K, Hauschild M (2007) Influence of selection and replacement strategies on linkage learning in BOA. In: Proceedings of the 2007 congress on evolutionary computation CEC-2007. IEEE Press, pp 1083-1090
-
(2007)
Proceedings of the 2007 Congress on Evolutionary Computation CEC-2007
, pp. 1083-1090
-
-
Lima, C.F.1
Pelikan, M.2
Goldberg, D.E.3
Lobo, F.G.4
Sastry, K.5
Hauschild, M.6
-
42
-
-
33751383531
-
-
Lozano JA, Larrañaga P, Inza I, Bengoetxea E, editors Springer, Berlin
-
Lozano JA, Larrañaga P, Inza I, Bengoetxea E, editors (2006) Towards a new evolutionary computation: advances on estimation of distribution algorithms. Springer, Berlin
-
(2006)
Towards A New Evolutionary Computation: Advances on Estimation of Distribution Algorithms
-
-
-
43
-
-
33645587426
-
Parallel estimation of distribution algorithms
-
Kluwer Academic Publishers Boston
-
Lozano JA, Sagarna R, Larrañaga P (2002) Parallel estimation of distribution algorithms. In: Larrañaga P, Lozano JA (eds) Estimation of distribution algorithms. A new tool for evolutionary computation. Kluwer Academic Publishers, Boston, pp 125-142
-
(2002)
Estimation of Distribution Algorithms. A New Tool for Evolutionary Computation
, pp. 125-142
-
-
Lozano, J.A.1
Sagarna, R.2
Larrañaga, P.3
Larrañaga, P.4
Lozano, J.A.5
-
46
-
-
33845258550
-
Comparing the adaptive Boltzmann selection schedule SDS to truncation selection
-
Evolutionary computation and probabilistic graphical models Havana, Cuba, March 2001
-
Mahnig T, Mühlenbein H (2001) Comparing the adaptive Boltzmann selection schedule SDS to truncation selection. In: Evolutionary computation and probabilistic graphical models. Proceedings of the third symposium on adaptive systems (ISAS-2001), Havana, Cuba, March 2001, pp 121-128
-
(2001)
Proceedings of the Third Symposium on Adaptive Systems (ISAS-2001)
, pp. 121-128
-
-
Mahnig T Mühlenbein, H.1
-
47
-
-
84937437750
-
Optimal mutation rate using Bayesian priors for estimation of distribution algorithms
-
Steinhöfel K (ed) Proceedings of the first symposium on stochastic algorithms: foundations and applications, SAGA-2001 Springer, Berlin
-
Mahnig T, Mühlenbein H (2001) Optimal mutation rate using Bayesian priors for estimation of distribution algorithms. In: Steinhöfel K (ed) Proceedings of the first symposium on stochastic algorithms: foundations and applications, SAGA-2001. Lecture notes in computer science, vol 2264. Springer, Berlin, pp 33-48
-
(2001)
Lecture Notes in Computer Science
, vol.2264
, pp. 33-48
-
-
Mahnig T Mühlenbein, H.1
-
48
-
-
24144484772
-
Parallel implementation of EDAs based on probabilistic graphical models
-
A Mendiburu J Lozano J Miguel-Alonso 2005 Parallel implementation of EDAs based on probabilistic graphical models IEEE Trans Evolut Comput 9 4 406 423
-
(2005)
IEEE Trans Evolut Comput
, vol.9
, Issue.4
, pp. 406-423
-
-
Mendiburu, A.1
Lozano, J.2
Miguel-Alonso, J.3
-
49
-
-
34548065966
-
A parallel framework for loopy belief propagation
-
Thierens D et al (eds) London, UK, 2007, Companion material. ACM Press, New York
-
Mendiburu A, Santana R, Bengoetxea E, Lozano J (2007) A parallel framework for loopy belief propagation. In: Thierens D et al (eds) Proceedings of the genetic and evolutionary computation conference GECCO-2007, vol II, London, UK, 2007, Companion material. ACM Press, New York, pp 2843-2850
-
(2007)
Proceedings of the Genetic and Evolutionary Computation Conference GECCO-2007
, vol.2
, pp. 2843-2850
-
-
Mendiburu, A.1
Santana, R.2
Bengoetxea, E.3
Lozano, J.4
-
50
-
-
0037008520
-
Analytic and algorithmic solution of random satisfiability problems
-
M Mézard G Parisi R Zechina 2002 Analytic and algorithmic solution of random satisfiability problems Science 297 812 812
-
(2002)
Science
, vol.297
, pp. 812-812
-
-
Mézard, M.1
Parisi, G.2
Zechina, R.3
-
51
-
-
0033884705
-
Learnable evolution model: Evolutionary processes guided by machine learning
-
RS Michalski 2000 Learnable evolution model: Evolutionary processes guided by machine learning Mach Learn 38 9 40 (Pubitemid 30576113)
-
(2000)
Machine Learning
, vol.38
, Issue.1
, pp. 9-40
-
-
Michalski, R.S.1
-
53
-
-
36849087310
-
Combining Bayesian classifiers and estimation of distribution algorithms for optimization in continuous domains
-
T Miquélez E Bengoetxea A Mendiburu P Larrañaga 2007 Combining Bayesian classifiers and estimation of distribution algorithms for optimization in continuous domains Connect Sci 19 4 297 319
-
(2007)
Connect Sci
, vol.19
, Issue.4
, pp. 297-319
-
-
Miquélez, T.1
Bengoetxea, E.2
Mendiburu, A.3
Larrañaga, P.4
-
55
-
-
15544390134
-
The estimation of distributions and the minimum relative entropy principle
-
DOI 10.1162/1063656053583469
-
H Mühlenbein R Höns 2005 The estimation of distributions and the minimum relative entropy principle Evolut Comput 13 1 1 27 (Pubitemid 40402988)
-
(2005)
Evolutionary Computation
, vol.13
, Issue.1
, pp. 1-27
-
-
Muhlenbein, H.1
Hons, R.2
-
56
-
-
33846326856
-
The factorized distributions and the minimum relative entropy principle
-
Springer Berlin
-
Mühlenbein H, Höns R (2006) The factorized distributions and the minimum relative entropy principle. In: Pelikan M, Sastry K, Cantú-Paz E (eds) Scalable optimization via probabilistic modeling: from algorithms to applications, studies in computational intelligence. Springer, Berlin, pp 11-38
-
(2006)
Scalable Optimization Via Probabilistic Modeling: From Algorithms to Applications, Studies in Computational Intelligence
, pp. 11-38
-
-
Mühlenbein, H.1
Höns, R.2
Pelikan, M.3
Sastry, K.4
Cantú-Paz, E.5
-
58
-
-
0011837986
-
Evolutionary computation and beyond
-
CSLI Publications Stanford
-
Mühlenbein H, Mahnig T (2001) Evolutionary computation and beyond. In: Uesaka Y, Kanerva P, Asoh H (eds) Foundations of Real-World Intelligence. CSLI Publications, Stanford, pp 123-188
-
(2001)
Foundations of Real-World Intelligence
, pp. 123-188
-
-
Mühlenbein, H.1
Mahnig, T.2
Uesaka, Y.3
Kanerva, P.4
Asoh, H.5
-
59
-
-
0036859017
-
Evolutionary optimization and the estimation of search distributions with applications to graph bipartitioning
-
DOI 10.1016/S0888-613X(02)00093-2, PII S0888613X02000932
-
H Mühlenbein T Mahnig 2002 Evolutionary optimization and the estimation of search distributions with applications to graph bipartitioning Int J Approx Reason 31 3 157 192 (Pubitemid 35411830)
-
(2002)
International Journal of Approximate Reasoning
, vol.31
, Issue.3
, pp. 157-192
-
-
Muhlenbein, H.1
Mahnig, Th.2
-
60
-
-
0345504778
-
Schemata, distributions and graphical models in evolutionary optimization
-
H Mühlenbein T Mahnig A Ochoa 1999 Schemata, distributions and graphical models in evolutionary optimization J Heuristics 5 2 213 247
-
(1999)
J Heuristics
, vol.5
, Issue.2
, pp. 213-247
-
-
Mühlenbein, H.1
Mahnig, T.2
Ochoa, A.3
-
61
-
-
84958959530
-
From recombination of genes to the estimation of distributions I. Binary parameters
-
Voigt H-M, Ebeling W, Rechenberg I, Schwefel H-P (eds) Parallel problem solving from nature-PPSN IV Berlin, 1996 Springer, Berlin
-
Mühlenbein H, Paaß G (1996) From recombination of genes to the estimation of distributions I. Binary parameters. In: Voigt H-M, Ebeling W, Rechenberg I, Schwefel H-P (eds) Parallel problem solving from nature-PPSN IV. Lectures notes in computer science, Berlin, 1996, vol 1141. Springer, Berlin, pp 178-187
-
(1996)
Lectures Notes in Computer Science
, vol.1141
, pp. 178-187
-
-
Mühlenbein H Paaß, G.1
-
62
-
-
0003140039
-
Predictive models for the breeder genetic algorithm: I. Continuous parameter optimization
-
H Mühlenbein D Schlierkamp-Voosen 1993 Predictive models for the breeder genetic algorithm: I. Continuous parameter optimization Evolut Comput 1 1 25 49
-
(1993)
Evolut Comput
, vol.1
, Issue.1
, pp. 25-49
-
-
Mühlenbein, H.1
Schlierkamp-Voosen, D.2
-
64
-
-
0006776658
-
An efficient algorithm for finding the M most probable configurations in probabilistic expert systems
-
D Nilsson 1998 An efficient algorithm for finding the M most probable configurations in probabilistic expert systems Stat Comput 2 159 173 (Pubitemid 128405017)
-
(1998)
Statistics and Computing
, vol.8
, Issue.2
, pp. 159-173
-
-
Nilsson, D.1
-
65
-
-
33846272198
-
Design of parallel estimation of distribution algorithms
-
Springer Berlin
-
Ocenasek J, Cantú-Paz E, Pelikan M, Schwarz J (2006) Design of parallel estimation of distribution algorithms. In: Pelikan M, Sastry K, Cantú-Paz E (eds) Scalable optimization via probabilistic modeling: from algorithms to applications, studies in computational intelligence. Springer, Berlin, pp 187-204
-
(2006)
Scalable Optimization Via Probabilistic Modeling: From Algorithms to Applications, Studies in Computational Intelligence
, pp. 187-204
-
-
Ocenasek, J.1
Cantú-Paz, E.2
Pelikan, M.3
Schwarz, J.4
Pelikan, M.5
Sastry, K.6
Cantú-Paz, E.7
-
66
-
-
4344665813
-
Estimation of distribution algorithm for mixed continuous-discrete optimization problems
-
Kosice, Slovakia, 2002. IOS Press
-
Ocenasek J, Schwarz J (2002) Estimation of distribution algorithm for mixed continuous-discrete optimization problems. In: Proceedings of the 2nd Euro-International symposium on computational intelligence, Kosice, Slovakia, 2002. IOS Press, pp 227-232
-
(2002)
Proceedings of the 2nd Euro-International Symposium on Computational Intelligence
, pp. 227-232
-
-
Ocenasek, J.1
Schwarz, J.2
-
67
-
-
11344285294
-
EBBA-Evolutionary best basis algorithm
-
Ochoa A, Soto MR, Santana R (eds) Havana, Cuba, March 1999. Editorial Academia
-
Ochoa A (1999) EBBA-Evolutionary best basis algorithm. In: Ochoa A, Soto MR, Santana R (eds) Proceedings of the second international symposium on adaptive systems (ISAS 99), Havana, Cuba, March 1999. Editorial Academia, pp 93-98
-
(1999)
Proceedings of the Second International Symposium on Adaptive Systems (ISAS 99)
, pp. 93-98
-
-
Ochoa, A.1
-
68
-
-
34548098018
-
A maximum entropy approach to sampling in EDA- the single connected case
-
Progress in pattern recognition, speech and image analysis Springer, Berlin
-
Ochoa A, Höns R, Soto MR, Mühlenbein H (2003) A maximum entropy approach to sampling in EDA- the single connected case. In: Progress in pattern recognition, speech and image analysis. Lectures notes in computer science, vol 2905. Springer, Berlin, pp 683-690
-
(2003)
Lectures Notes in Computer Science
, vol.2905
, pp. 683-690
-
-
Ochoa, A.1
-
69
-
-
33845259569
-
Linking entropy to estimation of distribution algorithms
-
Springer Berlin
-
Ochoa A, Soto MR (2006) Linking entropy to estimation of distribution algorithms. In: Lozano JA, Larrañaga P, Inza I, Bengoetxea E (eds) Towards a new evolutionary computation: advances on estimation of distribution algorithms. Springer, Berlin, pp 1-38
-
(2006)
Towards A New Evolutionary Computation: Advances on Estimation of Distribution Algorithms
, pp. 1-38
-
-
Ochoa, A.1
Soto, M.R.2
Lozano, J.A.3
Larrañaga, P.4
Inza, I.5
Bengoetxea, E.6
-
70
-
-
0011879553
-
The factorized distribution algorithm and the junction tree: A learning perspective
-
Ochoa A, Soto MR, Santana R (eds) Havana, Cuba, March 1999
-
Ochoa A, Soto MR, Santana R, Madera J, Jorge N (1999) The factorized distribution algorithm and the junction tree: a learning perspective. In: Ochoa A, Soto MR, Santana R (eds) Proceedings of the second symposium on artificial intelligence (CIMAF-99), Havana, Cuba, March 1999, pp 368-377
-
(1999)
Proceedings of the Second Symposium on Artificial Intelligence (CIMAF-99)
, pp. 368-377
-
-
Ochoa, A.1
Soto, M.R.2
Santana, R.3
Madera, J.4
Jorge, N.5
-
73
-
-
65149098362
-
Hierarchical BOA solves Ising spin glasses and Max-Sat
-
University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL, January 2003
-
Pelikan M, Goldberg DE (2003) Hierarchical BOA solves Ising spin glasses and Max-Sat. IlliGAL Report No. 2003001, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL, January 2003
-
(2003)
IlliGAL Report No. 2003001d
-
-
Pelikan, M.1
Goldberg, D.E.2
-
75
-
-
33846293955
-
Searching for ground states of Ising spin glasses with hierarchical BOA and cluster exact approximation
-
Springer Berlin
-
Pelikan M, Hartmann AK (2006) Searching for ground states of Ising spin glasses with hierarchical BOA and cluster exact approximation. In: Pelikan M, Sastry K, Cantú-Paz E (eds) Scalable optimization via probabilistic modeling: from algorithms to applications, studies in computational intelligence. Springer, Berlin, pp 333-349
-
(2006)
Scalable Optimization Via Probabilistic Modeling: From Algorithms to Applications, Studies in Computational Intelligence
, pp. 333-349
-
-
Pelikan, M.1
Hartmann, A.K.2
Pelikan, M.3
Sastry, K.4
Cantú-Paz, E.5
-
76
-
-
35048844152
-
Fitness inheritance in the Bayesian optimization algorithm
-
Genetic and evolutionary computation-GECCO 2004 Springer, Berlin
-
Pelikan M, Sastry K (2004) Fitness inheritance in the Bayesian optimization algorithm. In: Genetic and evolutionary computation-GECCO 2004. Lectures notes in computer science, vol 3103. Springer, Berlin, pp 48-59
-
(2004)
Lectures Notes in Computer Science
, vol.3103
, pp. 48-59
-
-
Pelikan, M.1
Sastry, K.2
-
78
-
-
39849088571
-
Sporadic model building for efficiency enhancement of the hierarchical BOA
-
M Pelikan K Sastry DE Goldberg 2008 Sporadic model building for efficiency enhancement of the hierarchical BOA Genet Progr Evol Mach 9 1 53 84
-
(2008)
Genet Progr Evol Mach
, vol.9
, Issue.1
, pp. 53-84
-
-
Pelikan, M.1
Sastry, K.2
Goldberg, D.E.3
-
79
-
-
15544385794
-
Globally multimodal problem optimization via an estimation of distribution algorithm based on unsupervised learning of Bayesian networks
-
DOI 10.1162/1063656053583432
-
J Peña JA Lozano P Larrañaga 2005 Globally multimodal problem optimization via an estimation of distribution algorithm based on unsupervised learning of Bayesian networks Evolut Comput 13 1 43 66 (Pubitemid 40402990)
-
(2005)
Evolutionary Computation
, vol.13
, Issue.1
, pp. 43-66
-
-
Pena, J.M.1
Lozano, J.A.2
Larranaga, P.3
-
80
-
-
9444253551
-
GA-EDA: Hybrid evolutionary algorithm using genetic and estimation of distribution algorithms
-
Proceedings of the 17th international conference on innovations in applied artificial intelligence Springer, Berlin
-
Peña JM, Robles V, Larrañaga P, Herves V, Rosales F, Pérez MS (2004) GA-EDA: Hybrid evolutionary algorithm using genetic and estimation of distribution algorithms. In: Proceedings of the 17th international conference on innovations in applied artificial intelligence. Lecture notes in artificial intelligence, vol 3029. Springer, Berlin, pp 361-371
-
(2004)
Lecture Notes in Artificial Intelligence
, vol.3029
, pp. 361-371
-
-
Peña, J.M.1
-
81
-
-
0033676677
-
Too busy to learn
-
La Jolla Marriott Hotel La Jolla, California, USA, July 2000. IEEE Press
-
Pereira FB, Machado P, Costa E, Cardoso A, Ochoa A, Santana R, Soto MR (2000) Too busy to learn. In: Proceedings of the 2000 congress on evolutionary computation CEC-2000, La Jolla Marriott Hotel La Jolla, California, USA, July 2000. IEEE Press, pp 720-727
-
(2000)
Proceedings of the 2000 Congress on Evolutionary Computation CEC-2000
, pp. 720-727
-
-
Pereira, F.B.1
MacHado, P.2
Costa, E.3
Cardoso, A.4
Ochoa, A.5
Santana, R.6
Soto, M.R.7
-
82
-
-
1542273616
-
Symmetry breaking in population-based optimization
-
A Prügel-Bennet 2004 Symmetry breaking in population-based optimization IEEE Trans Evolut Comput 8 1 63 79
-
(2004)
IEEE Trans Evolut Comput
, vol.8
, Issue.1
, pp. 63-79
-
-
Prügel-Bennet, A.1
-
83
-
-
65149088416
-
-
Technical Report ICIMAF 2000-100, CEMAFIT 2000-78, Institute of Cybernetics, Mathematics and Physics, Havana, Cuba, June 2000
-
Rivera JP, Santana R (2000) Design of an algorithm based on the estimation of distributions to generate new rules in the XCS classifier system. Technical Report ICIMAF 2000-100, CEMAFIT 2000-78, Institute of Cybernetics, Mathematics and Physics, Havana, Cuba, June 2000
-
(2000)
Design of An Algorithm Based on the Estimation of Distributions to Generate New Rules in the XCS Classifier System
-
-
Rivera, J.P.1
Santana, R.2
-
84
-
-
51649117076
-
Solving the traveling salesman problem with EDAs
-
Kluwer Academic Publishers Boston
-
Robles V, de Miguel P, Larrañaga P (2002) Solving the traveling salesman problem with EDAs. In: Larrañaga P, Lozano JA (eds) Estimation of distribution algorithms. A new tool for evolutionary computation. Kluwer Academic Publishers, Boston, pp 227-238
-
(2002)
Estimation of Distribution Algorithms. A New Tool for Evolutionary Computation
, pp. 227-238
-
-
Robles, V.1
De Miguel, P.2
Larrañaga, P.3
Larrañaga, P.4
Lozano, J.A.5
-
85
-
-
33845244125
-
GA-EDA: A new hybrid cooperative search evolutionary algorithm
-
Springer Berlin
-
Robles V, Peña JM, Pérez MS, Herves V (2006) GA-EDA: A new hybrid cooperative search evolutionary algorithm. In: Lozano JA, Larrañaga P, Inza I, Bengoetxea E (eds) Towards a new evolutionary computation. Advances in estimation of distribution algorithms. Springer, Berlin, pp 187-220
-
(2006)
Towards A New Evolutionary Computation. Advances in Estimation of Distribution Algorithms
, pp. 187-220
-
-
Robles, V.1
Peña, J.M.2
Pérez, M.S.3
Herves, V.4
Lozano, J.A.5
Larrañaga, P.6
Inza, I.7
Bengoetxea, E.8
-
86
-
-
65149097981
-
Triangulation of Bayesian networks with recursive estimation of distribution algorithms
-
accepted for publication
-
Romero T, Larrañaga P (2008) Triangulation of Bayesian networks with recursive estimation of distribution algorithms. Int J Approx Reason (accepted for publication)
-
(2008)
Int J Approx Reason
-
-
Romero, T.1
-
87
-
-
3142753388
-
Learning Bayesian networks in the space of orderings with estimation of distribution algorithms
-
T Romero P Larrañaga B Sierra 2004 Learning Bayesian networks in the space of orderings with estimation of distribution algorithms Int J Pattern Recognit Artif Intell 18 4 607 625
-
(2004)
Int J Pattern Recognit Artif Intell
, vol.18
, Issue.4
, pp. 607-625
-
-
Romero, T.1
Larrañaga, P.2
Sierra, B.3
-
88
-
-
65149105583
-
Efficient-discarding fitness functions
-
Wu AS (ed) late breaking papers, Orlando, FL, 1999. Morgan Kaufmann Publishers, San Francisco
-
Rosete A, Ochoa A, Sebag M (1999) Efficient-discarding fitness functions. In: Wu AS (ed) Proceedings of the genetic and evolutionary computation conference GECCO-1999, late breaking papers, Orlando, FL, 1999. Morgan Kaufmann Publishers, San Francisco, pp 223-228
-
(1999)
Proceedings of the Genetic and Evolutionary Computation Conference GECCO-1999
, pp. 223-228
-
-
Rosete, A.1
Ochoa, A.2
Sebag, M.3
-
89
-
-
25444492071
-
Scatter search in software testing, comparison and collaboration with estimation of distribution algorithms
-
R Sagarna JA Lozano 2006 Scatter search in software testing, comparison and collaboration with estimation of distribution algorithms Eur J Oper Res 169 392 412
-
(2006)
Eur J Oper Res
, vol.169
, pp. 392-412
-
-
Sagarna, R.1
Lozano, J.A.2
-
90
-
-
65149105719
-
Factorized distribution algorithms: Selection without selected population
-
Nottingham, England
-
Santana R (2003) Factorized distribution algorithms: selection without selected population. In Proceedings of the 17th European simulation multiconference ESM-2003, Nottingham, England, pp 91-97
-
(2003)
Proceedings of the 17th European Simulation Multiconference ESM-2003
, pp. 91-97
-
-
Santana, R.1
-
91
-
-
15544373328
-
Estimation of distribution algorithms with kikuchi approximations
-
DOI 10.1162/1063656053583496
-
R Santana 2005 Estimation of distribution algorithms with Kikuchi approximations Evolut Comput 13 1 67 97 (Pubitemid 40402991)
-
(2005)
Evolutionary Computation
, vol.13
, Issue.1
, pp. 67-97
-
-
Santana, R.1
-
93
-
-
38049024028
-
The edge incident model
-
Ochoa A, Soto MR, Santana R (eds) Havana, Cuba, March 1999
-
Santana R, de León EP, Ochoa A (1999) The edge incident model. In: Ochoa A, Soto MR, Santana R (eds) Proceedings of the second symposium on artificial intelligence (CIMAF-99), Havana, Cuba, March 1999, pp 352-359
-
(1999)
Proceedings of the Second Symposium on Artificial Intelligence (CIMAF-99)
, pp. 352-359
-
-
De León, E.P.1
Ochoa, A.2
Santana, R.3
-
94
-
-
27144504673
-
Interactions and dependencies in estimation of distribution algorithms
-
Edinburgh, U.K., 2005. IEEE Press
-
Santana R, Larrañaga P, Lozano JA (2005) Interactions and dependencies in estimation of distribution algorithms. In: Proceedings of the 2005 congress on evolutionary computation CEC-2005, Edinburgh, U.K., 2005. IEEE Press, pp 1418-1425
-
(2005)
Proceedings of the 2005 Congress on Evolutionary Computation CEC-2005
, pp. 1418-1425
-
-
Santana, R.1
Larrañaga, P.2
Lozano, J.A.3
-
95
-
-
33750354384
-
Mixtures of Kikuchi approximations
-
Fürnkranz J, Scheffer T, Spiliopoulou M (eds) Proceedings of the 17th European conference on machine learning: ECML 2006 Springer, Berlin
-
Santana R, Larrañaga P, Lozano JA (2006) Mixtures of Kikuchi approximations. In: Fürnkranz J, Scheffer T, Spiliopoulou M (eds) Proceedings of the 17th European conference on machine learning: ECML 2006. Lecture notes in artificial intelligence, vol 4212. Springer, Berlin, pp 365-376
-
(2006)
Lecture Notes in Artificial Intelligence
, vol.4212
, pp. 365-376
-
-
Santana, R.1
Larrañaga, P.2
Lozano, J.A.3
-
96
-
-
38049092589
-
The role of a priori information in the minimization of contact potentials by means of estimation of distribution algorithms
-
Marchiori E, Moore JH, Rajapakse JC (eds) Proceedings of the fifth european conference on evolutionary computation, machine learning and data mining in bioinformatics Springer, Berlin
-
Santana R, Larrañaga P, Lozano JA (2007) The role of a priori information in the minimization of contact potentials by means of estimation of distribution algorithms. In: Marchiori E, Moore JH, Rajapakse JC (eds) Proceedings of the fifth european conference on evolutionary computation, machine learning and data mining in bioinformatics. Lecture notes in computer science, vol 4447. Springer, Berlin, pp 247-257
-
(2007)
Lecture Notes in Computer Science
, vol.4447
, pp. 247-257
-
-
Santana, R.1
Larrañaga, P.2
Lozano, J.A.3
-
97
-
-
33845462136
-
Side chain placement using estimation of distribution algorithms
-
R Santana P Larrañaga JA Lozano 2007 Side chain placement using estimation of distribution algorithms Artif Intell Med 39 1 49 63
-
(2007)
Artif Intell Med
, vol.39
, Issue.1
, pp. 49-63
-
-
Santana, R.1
Larrañaga, P.2
Lozano, J.A.3
-
98
-
-
45949089372
-
Adaptive estimation of distribution algorithms
-
Cotta C, Sevaux M, Sörensen K (eds) Springer, Berlin
-
Santana R, Larrañaga P, Lozano JA (2008) Adaptive estimation of distribution algorithms. In: Cotta C, Sevaux M, Sörensen K (eds) Adaptive and multilevel metaheuristics. Studies in computational intelligence, vol 136. Springer, Berlin, pp 177-197
-
(2008)
Adaptive and Multilevel Metaheuristics. Studies in Computational Intelligence
, vol.136
, pp. 177-197
-
-
Santana, R.1
Larrañaga, P.2
Lozano, J.A.3
-
99
-
-
51649105201
-
Combining variable neighborhood search and estimation of distribution algorithms in the protein side chain placement problem
-
R Santana P Larrañaga JA Lozano 2008 Combining variable neighborhood search and estimation of distribution algorithms in the protein side chain placement problem J Heuristics 14 519 547
-
(2008)
J Heuristics
, vol.14
, pp. 519-547
-
-
Santana, R.1
Larrañaga, P.2
Lozano, J.A.3
-
100
-
-
49049097947
-
Protein folding in simplified models with estimation of distribution algorithms
-
R Santana P Larrañaga JA Lozano 2008 Protein folding in simplified models with estimation of distribution algorithms IEEE Trans Evolut Comput 12 4 418 438
-
(2008)
IEEE Trans Evolut Comput
, vol.12
, Issue.4
, pp. 418-438
-
-
Santana, R.1
Larrañaga, P.2
Lozano, J.A.3
-
101
-
-
65149100655
-
Factorized Distribution Algorithms for functions with unitation constraints
-
Evolutionary Computation and probabilistic graphical models Havana, Cuba, March 2001
-
Santana R, Ochoa A, Soto MR (2001) Factorized Distribution Algorithms for functions with unitation constraints. In: Evolutionary Computation and probabilistic graphical models. Proceedings of the third symposium on adaptive systems (ISAS-2001), Havana, Cuba, March 2001, pp 158-165
-
(2001)
Proceedings of the Third Symposium on Adaptive Systems (ISAS-2001)
, pp. 158-165
-
-
Santana, R.1
Ochoa, A.2
Soto, M.R.3
-
102
-
-
34548087908
-
Towards billion-bit optimization via a parallel estimation of distribution algorithm
-
Thierens D et al. (ed.) London, UK, 2007. ACM Press, New York
-
Sastry K, Goldberg DE, Llorá X (2007) Towards billion-bit optimization via a parallel estimation of distribution algorithm. In: Thierens D et al. (ed.), Proceedings of the Genetic and Evolutionary Computation Conference GECCO-2007, vol I. London, UK, 2007. ACM Press, New York, pp 577-584
-
(2007)
Proceedings of the Genetic and Evolutionary Computation Conference GECCO-2007
, pp. 577-584
-
-
Sastry, K.1
-
103
-
-
4344559303
-
Efficiency enhancement of genetic algorithms via building-block-wise fitness estimation
-
Portland, Oregon, 2004. IEEE Press
-
Sastry K, Pelikan M, Goldberg D (2004) Efficiency enhancement of genetic algorithms via building-block-wise fitness estimation. In: Proceedings of the 2004 congress on evolutionary computation CEC-2004, Portland, Oregon, 2004. IEEE Press, pp 720-727
-
(2004)
Proceedings of the 2004 Congress on Evolutionary Computation CEC-2004
, pp. 720-727
-
-
Sastry, K.1
Pelikan, M.2
Goldberg, D.3
-
104
-
-
33846270316
-
Efficiency enhancement of estimation of distribution algorithms
-
Springer Berlin
-
Sastry K, Pelikan M, Goldberg DE (2006) Efficiency enhancement of estimation of distribution algorithms. In: PelikanM Sastry K, Cantú-Paz E (eds) Scalable optimization via probabilistic modeling: from algorithms to applications, studies in computational intelligence. Springer, Berlin, pp 161-186
-
(2006)
Scalable Optimization Via Probabilistic Modeling: From Algorithms to Applications, Studies in Computational Intelligence
, pp. 161-186
-
-
Sastry, K.1
Pelikan, M.2
Goldberg, D.E.3
Pelikanm Sastry, K.4
Cantú-Paz, E.5
-
105
-
-
34547487789
-
Optimization by estimation of distribution with DEUM framework based on Markov random fields
-
DOI 10.1007/s11633-007-0262-6
-
S Shakya J [tmp] McCall 2007 Optimization by estimation of distribution with DEUM framework based on Markov random fields Int J Autom Comput 4 3 262 272 (Pubitemid 47167353)
-
(2007)
International Journal of Automation and Computing
, vol.4
, Issue.3
, pp. 262-272
-
-
Shakya, S.1
McCall, J.2
-
106
-
-
32444439999
-
Using a Markov network model in a univariate EDA: An empirical cost-benefit analysis
-
Beyer H-G, O'Reilly U-M (eds) Washington, D.C., USA, 2005. ACM Press, New York
-
Shakya S, McCall J, Brown D (2005) Using a Markov network model in a univariate EDA: an empirical cost-benefit analysis. In: Beyer H-G, O'Reilly U-M (eds) Proceedings of genetic and evolutionary computation conference GECCO-2005, Washington, D.C., USA, 2005. ACM Press, New York, pp 727-734
-
(2005)
Proceedings of Genetic and Evolutionary Computation Conference GECCO-2005
, pp. 727-734
-
-
Shakya, S.1
McCall, J.2
Brown, D.3
-
107
-
-
33846303165
-
A survey of probabilistic model building genetic programming
-
Springer Berlin
-
Shan Y, McKay RI, Essam D, Abbass HA (2006) A survey of probabilistic model building genetic programming. In: Pelikan M, Sastry K, Cantú-Paz E (eds) Scalable optimization via probabilistic modeling: from algorithms to applications, studies in computational intelligence. Springer, Berlin, pp 121-160
-
(2006)
Scalable Optimization Via Probabilistic Modeling: From Algorithms to Applications, Studies in Computational Intelligence
, pp. 121-160
-
-
Shan, Y.1
McKay, R.I.2
Essam, D.3
Abbass, H.A.4
Pelikan, M.5
Sastry, K.6
Cantú-Paz, E.7
-
108
-
-
15544377453
-
Drift and scaling in estimation of distribution algorithms
-
DOI 10.1162/1063656053583414
-
JL Shapiro 2005 Drift and scaling in estimation of distribution algorithms Evolut Comput 13 1 99 123 (Pubitemid 40402992)
-
(2005)
Evolutionary Computation
, vol.13
, Issue.1
, pp. 99-123
-
-
Shapiro, J.L.1
-
110
-
-
0033675018
-
A factorized distribution algorithm based on polytrees
-
La Jolla Marriott Hotel La Jolla, California, USA, 6-9 July 2000. IEEE Press
-
Soto MR, Ochoa A (2000) A factorized distribution algorithm based on polytrees. In: Proceedings of the 2000 congress on evolutionary computation CEC-2000, La Jolla Marriott Hotel La Jolla, California, USA, 6-9 July 2000. IEEE Press, pp 232-237
-
(2000)
Proceedings of the 2000 Congress on Evolutionary Computation CEC-2000
, pp. 232-237
-
-
Soto, M.R.1
Ochoa, A.2
-
111
-
-
51849148839
-
Bayesian evolutionary algorithms based on simplified models
-
Ochoa A, Soto MR, Santana R (eds) Havana, Cuba, March 1999
-
Soto MR, Ochoa A, Acid S, Campos LM (1999) Bayesian evolutionary algorithms based on simplified models. In: Ochoa A, Soto MR, Santana R (eds) Proceedings of the second symposium on artificial intelligence (CIMAF-99), Havana, Cuba, March 1999, pp 360-367
-
(1999)
Proceedings of the Second Symposium on Artificial Intelligence (CIMAF-99)
, pp. 360-367
-
-
Soto, M.R.1
Ochoa, A.2
Acid, S.3
Campos, L.M.4
-
112
-
-
55749103867
-
Solving one-billion-bit noisy OneMax problem using estimation distribution algorithm with arithmetic coding
-
Hong Kong, 2008. IEEE Press
-
Suwannik W, Chongstitvatana P (2008) Solving one-billion-bit noisy OneMax problem using estimation distribution algorithm with arithmetic coding. In: Proceedings of the 2008 congress on evolutionary computation CEC-2008, Hong Kong, 2008. IEEE Press, pp 1203-1206
-
(2008)
Proceedings of the 2008 Congress on Evolutionary Computation CEC-2008
, pp. 1203-1206
-
-
Suwannik, W.1
Chongstitvatana, P.2
-
113
-
-
0011799587
-
Multi-objective mixture-based iterated density estimation evolutionary algorithms
-
Spector L, Goodman E, Wu A, Langdon W, Voigt H, Gen M, Sen S, Dorigo M, Pezeshk S, Garzon M, Burke E (eds) San Francisco, CA, 2001. Morgan Kaufmann Publishers, Menlo Park
-
Thierens D, Bosman PA (2001) Multi-objective mixture-based iterated density estimation evolutionary algorithms. In: Spector L, Goodman E, Wu A, Langdon W, Voigt H, Gen M, Sen S, Dorigo M, Pezeshk S, Garzon M, Burke E (eds) Proceedings of the genetic and evolutionary computation conference GECCO-2001, San Francisco, CA, 2001. Morgan Kaufmann Publishers, Menlo Park, pp 663-670
-
(2001)
Proceedings of the Genetic and Evolutionary Computation Conference GECCO-2001d
, pp. 663-670
-
-
Thierens, D.1
Bosman, P.A.2
-
114
-
-
33846281193
-
Linkage identification by fitness difference clustering
-
M Tsuji M Munetomo K Akama 2006 Linkage identification by fitness difference clustering Evolut Comput 14 4 383 409
-
(2006)
Evolut Comput
, vol.14
, Issue.4
, pp. 383-409
-
-
Tsuji, M.1
Munetomo, M.2
Akama, K.3
-
116
-
-
27744456278
-
MAP estimation via agreement on (hyper)trees: Message-passing and linear programming
-
MJ Wainwright TS Jaakkola AS Willsky 2005 MAP estimation via agreement on (hyper)trees: Message-passing and linear programming IEEE Trans Inf Theory 51 11 3697 3717
-
(2005)
IEEE Trans Inf Theory
, vol.51
, Issue.11
, pp. 3697-3717
-
-
Wainwright, M.J.1
Jaakkola, T.S.2
Willsky, A.S.3
-
117
-
-
38049086157
-
Genetic particle swarm optimization based on estimation of distribution
-
Li K et al (eds) Proceedings LSMS-2007 Springer, Berlin
-
Wang J (2007) Genetic particle swarm optimization based on estimation of distribution. In: Li K et al (eds) Proceedings LSMS-2007. Lecture notes in computer science, vol 4688. Springer, Berlin, pp 287-296
-
(2007)
Lecture Notes in Computer Science
, vol.4688
, pp. 287-296
-
-
Wang, J.1
-
118
-
-
11844291330
-
Evolutionary optimization with Markov random field prior
-
X Wang H Wang 2004 Evolutionary optimization with Markov random field prior IEEE Trans Evolut Comput 8 6 567 579
-
(2004)
IEEE Trans Evolut Comput
, vol.8
, Issue.6
, pp. 567-579
-
-
Wang, X.1
Wang, H.2
-
121
-
-
32444439669
-
Estimation of distribution algorithm based on linkage discovery and factorization
-
Beyer H-G, OReilly U-M (eds) Washington, DC, USA, 2005. ACM, New York
-
Wright AH, Pulavarty S (2005) Estimation of distribution algorithm based on linkage discovery and factorization. In: Beyer H-G, OReilly U-M (eds) Proceedings of genetic and evolutionary computation conference GECCO-2005, Washington, DC, USA, 2005. ACM, New York, pp 695-703
-
(2005)
Proceedings of Genetic and Evolutionary Computation Conference GECCO-2005
, pp. 695-703
-
-
Wright, A.H.1
Pulavarty, S.2
-
122
-
-
84898991014
-
Approximate inference and protein-folding
-
MIT Press Cambridge
-
Yanover C, Weiss Y (2003) Approximate inference and protein-folding. In: Becker S, Thrun S, Obermayer K (eds) Advances in neural information processing systems, vol 15. MIT Press, Cambridge, pp 1457-1464
-
(2003)
Advances in Neural Information Processing Systems, Vol 15
, pp. 1457-1464
-
-
Yanover, C.1
Weiss, Y.2
Becker, S.3
Thrun, S.4
Obermayer, K.5
-
123
-
-
33846324463
-
Finding the M most probable configurations using loopy belief propagation
-
Thrun S, Saul L, Schölkopf B editors (2004) MIT Press, Cambridge
-
Yanover C, Weiss Y (2004) Finding the M most probable configurations using loopy belief propagation. In: Thrun S, Saul L, Schölkopf B editors (2004) Advances in neural information processing systems, vol 16. MIT Press, Cambridge
-
(2004)
Advances in Neural Information Processing Systems
, vol.16
-
-
Yanover, C.1
Weiss, Y.2
-
124
-
-
23744513375
-
Constructing free energy approximations and generalized belief propagation algorithms
-
JS Yedidia WT Freeman Y Weiss 2005 Constructing free energy approximations and generalized belief propagation algorithms IEEE Trans Inf Theory 51 7 2282 2312
-
(2005)
IEEE Trans Inf Theory
, vol.51
, Issue.7
, pp. 2282-2312
-
-
Yedidia, J.S.1
Freeman, W.T.2
Weiss, Y.3
-
125
-
-
34548104671
-
Population sizing for entropy-based model building in genetic algorithms
-
Thierens D et al (ed) London, UK, 2007. ACM Press, New York
-
Yu T-L, Sastry K, Goldberg DE, Pelikan M (2007) Population sizing for entropy-based model building in genetic algorithms. In: Thierens D et al (ed) Proceedings of the genetic and evolutionary computation conference GECCO-2007, vol I. London, UK, 2007. ACM Press, New York, pp 601-608
-
(2007)
Proceedings of the Genetic and Evolutionary Computation Conference GECCO-2007
, pp. 601-608
-
-
Yu, T.-L.1
Sastry, K.2
Goldberg, D.E.3
Pelikan, M.4
-
126
-
-
34548108555
-
MOEA/D: A multiobjective evolutionary algorithm based on decomposition
-
DOI 10.1109/TEVC.2007.892759
-
Q Zhang H Li 2007 MOEA/D: A multiobjective evolutionary algorithm based on decomposition IEEE Trans Evolut Comput 11 6 712 731 (Pubitemid 350187486)
-
(2007)
IEEE Transactions on Evolutionary Computation
, vol.11
, Issue.6
, pp. 712-731
-
-
Zhang, Q.1
Li, H.2
-
127
-
-
2442590910
-
On the convergence of a factorized distribution algorithm with truncation selection
-
DOI 10.1002/cplx.20013
-
Q Zhang 2004 On the convergence of a factorized distribution algorithm with truncation selection Complexity 9 4 17 23 (Pubitemid 38630198)
-
(2004)
Complexity
, vol.9
, Issue.4
, pp. 17-23
-
-
Zhang, Q.1
-
128
-
-
2442661659
-
On the convergence of a class of estimation of distribution algorithms
-
Q Zhang H Mühlenbein 2004 On the convergence of a class of estimation of distribution algorithms IEEE Trans Evolut Comput 8 2 127 136
-
(2004)
IEEE Trans Evolut Comput
, vol.8
, Issue.2
, pp. 127-136
-
-
Zhang, Q.1
Mühlenbein, H.2
-
129
-
-
17644405107
-
Evolutionary algorithm with guided mutation for the maximum clique problem
-
Q Zhang J Sun EPK Tsang 2005 Evolutionary algorithm with guided mutation for the maximum clique problem IEEE Trans Evolut Comput 9 2 192 200
-
(2005)
IEEE Trans Evolut Comput
, vol.9
, Issue.2
, pp. 192-200
-
-
Zhang, Q.1
Sun, J.2
Tsang, E.P.K.3
-
130
-
-
1642334748
-
Hybrid estimation of distribution algorithm for global optimization
-
Q Zhang J Sun EPK Tsang JA Ford 2003 Hybrid estimation of distribution algorithm for global optimization Eng Comput 21 1 91 107
-
(2003)
Eng Comput
, vol.21
, Issue.1
, pp. 91-107
-
-
Zhang, Q.1
Sun, J.2
Tsang, E.P.K.3
Ford, J.A.4
-
131
-
-
65149093064
-
Modelling the regularity in estimation of distribution algorithm for continuous multi-objective evolutionary optimization with variable linkages
-
Q Zhang A Zhou A Jin 2008 Modelling the regularity in estimation of distribution algorithm for continuous multi-objective evolutionary optimization with variable linkages IEEE Trans Evolut Comput 12 1 49 63
-
(2008)
IEEE Trans Evolut Comput
, vol.12
, Issue.1
, pp. 49-63
-
-
Zhang, Q.1
Zhou, A.2
Jin, A.3
-
133
-
-
34548083098
-
Extended probe method for linkage discovery over high-cardinality alphabets
-
Thierens D et al (eds) New York, NY, USA, 2007. ACM Press, New York
-
Zhou S, Sun Z, Heckendorn RB (2007) Extended probe method for linkage discovery over high-cardinality alphabets. In: Thierens D et al (eds) Proceedings of the genetic and evolutionary computation conference GECCO-2007, vol I. New York, NY, USA, 2007. ACM Press, New York, pp 1484-1491
-
(2007)
Proceedings of the Genetic and Evolutionary Computation Conference GECCO-2007
, pp. 1484-1491
-
-
Zhou, S.1
Sun, Z.2
Heckendorn, R.B.3
-
134
-
-
0344644472
-
Model-based search for combinatorial optimization: A critical survey
-
DOI 10.1023/B:ANOR.0000039526.52305.af, Meta-Heuristics - Theory, Applications and Software
-
M Zlochin M Birattari N Meuleau M Dorigo 2004 Model-based search for combinatorial optimization: a critical survey Ann Oper Res 131 1-4 373 395 (Pubitemid 39187387)
-
(2004)
Annals of Operations Research
, vol.131
, Issue.1-4
, pp. 373-395
-
-
Zlochin, M.1
Birattari, M.2
Meuleau, N.3
Dorigo, M.4
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