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Volumn 1, Issue 1, 2009, Pages 35-54

Research topics in discrete estimation of distribution algorithms based on factorizations

Author keywords

Bayesian networks; Estimation of distribution algorithms; Factorizations; Fitness function; Hybrid EDAs; Macroscopic macroscopic algorithms; Probability distributions; Problem structure

Indexed keywords


EID: 65149095882     PISSN: 18659284     EISSN: 18659292     Source Type: Journal    
DOI: 10.1007/s12293-008-0002-7     Document Type: Article
Times cited : (27)

References (134)
  • 5
    • 4644293749 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 11
    • 2942662603 scopus 로고    scopus 로고
    • 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
  • 12
    • 26944443478 scopus 로고    scopus 로고
    • Survey propagation: An algorithm for satisfiability
    • DOI 10.1002/rsa.20057
    • A Braunstein M Mézard R Zecchina 2005 Survey propagation: An algorithm for satisfiability Random Struct Algorithms 27 2 201 226 (Pubitemid 41482546)
    • (2005) Random Structures and Algorithms , vol.27 , Issue.2 , pp. 201-226
    • Braunstein, A.1    Mezard, M.2    Zecchina, R.3
  • 13
    • 55749113495 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 24
    • 65149100013 scopus 로고    scopus 로고
    • 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
  • 26
    • 51849124461 scopus 로고    scopus 로고
    • 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 scopus 로고
    • 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
  • 32
    • 84959052649 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 37
    • 0001300335 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 44
    • 33750266337 scopus 로고    scopus 로고
    • Parallel estimation of distribution algorithms
    • Wiley NY
    • Madera J, Alba E, Ochoa A (2005) Parallel estimation of distribution algorithms. In: Alba E (eds) Parallel metaheuristics. Wiley, NY, pp 203-222
    • (2005) Parallel Metaheuristics , pp. 203-222
    • Madera, J.1    Alba, E.2    Ochoa, A.3    Alba, E.4
  • 46
    • 33845258550 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 50
    • 0037008520 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 59
    • 0036859017 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 67
    • 11344285294 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 73
    • 65149098362 scopus 로고    scopus 로고
    • 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
  • 76
    • 35048844152 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 82
    • 1542273616 scopus 로고    scopus 로고
    • 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
  • 86
    • 65149097981 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 91
    • 15544373328 scopus 로고    scopus 로고
    • 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
  • 95
    • 33750354384 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 99
    • 51649105201 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 105
    • 34547487789 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 108
    • 15544377453 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 112
    • 55749103867 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 123
    • 33846324463 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 126
    • 34548108555 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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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