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Volumn 16, Issue 4, 2012, Pages 711-728

Learnable tabu search guided by estimation of distribution for maximum diversity problems

Author keywords

Estimation of distribution; Guided mutation; Linkage learning; Maximum diversity problem; Tabu search

Indexed keywords

BENCH-MARK PROBLEMS; CONSTRUCTIVE METHODS; COOPERATIVE EVOLUTION; ESTIMATION OF DISTRIBUTION ALGORITHMS; ESTIMATION OF DISTRIBUTIONS; GUIDED MUTATION; IMPROVEMENT METHODS; KNOWLEDGE MODEL; LARGE SIZES; LINKAGE LEARNING; MAXIMUM DIVERSITY PROBLEMS; PROBABILISTIC MODELS; SEARCH PROCESS; SOLUTION SPACE; STARTING SOLUTIONS;

EID: 84857999744     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-011-0780-6     Document Type: Article
Times cited : (14)

References (55)
  • 2
    • 78650343185 scopus 로고    scopus 로고
    • Comparing local search metaheuristics for the maximum diversity problem
    • Aringhieri R, Cordone R (2011) Comparing local search metaheuristics for the maximum diversity problem. J Oper Res Soc 62(2): 266-280.
    • (2011) J Oper Res Soc , vol.62 , Issue.2 , pp. 266-280
    • Aringhieri, R.1    Cordone, R.2
  • 3
    • 39449106669 scopus 로고    scopus 로고
    • Tabu search versus GRASP for the maximum diversity problem
    • Aringhieri R, Cordone R, Melzani Y (2008) Tabu search versus GRASP for the maximum diversity problem. 4OR Q J Oper Res 6(1): 45-60.
    • (2008) 4OR Q J Oper Res , vol.6 , Issue.1 , pp. 45-60
    • Aringhieri, R.1    Cordone, R.2    Melzani, Y.3
  • 5
  • 8
    • 78049265488 scopus 로고
    • MIMIC: finding optima by estimating probability densities
    • Mozer MC, Jordan MI, Petsche T (eds) MIT Press, Cambridge
    • de Bonet JS, Isbell CL Jr, Viola P (1994) MIMIC: finding optima by estimating probability densities. In: Mozer MC, Jordan MI, Petsche T (eds) Advances in neural information processing systems, vol 9. MIT Press, Cambridge, pp 424-430.
    • (1994) Advances in neural information processing systems , vol.9 , pp. 424-430
    • de Bonet, J.S.1    Isbell Jr., C.L.2    Viola, P.3
  • 9
    • 64849113019 scopus 로고    scopus 로고
    • Variable neighborhood search for the heaviest k-subgraph
    • Brimberg J, Mladenović N, Urošević D, Ngai E (2009) Variable neighborhood search for the heaviest k-subgraph. Comput Oper Res 36(11): 2885-2891.
    • (2009) Comput Oper Res , vol.36 , Issue.11 , pp. 2885-2891
    • Brimberg, J.1    Mladenović, N.2    Urošević, D.3    Ngai, E.4
  • 10
    • 79960535211 scopus 로고    scopus 로고
    • A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
    • Derrac J, García S, Molina D, Herrera F (2011) A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms. Swarm Evol Comput 1(1): 3-18.
    • (2011) Swarm Evol Comput , vol.1 , Issue.1 , pp. 3-18
    • Derrac, J.1    García, S.2    Molina, D.3    Herrera, F.4
  • 11
    • 33750821969 scopus 로고    scopus 로고
    • Tabu search and GRASP for the maximum diversity problem
    • Duarte A, Martí R (2007) Tabu search and GRASP for the maximum diversity problem. Eur J Oper Res 178(1): 71-84.
    • (2007) Eur J Oper Res , vol.178 , Issue.1 , pp. 71-84
    • Duarte, A.1    Martí, R.2
  • 12
    • 71549124337 scopus 로고    scopus 로고
    • Effective linkage learning using low-order statistics and clustering
    • Emmendorfer LR, Pozo ATR (2009) Effective linkage learning using low-order statistics and clustering. IEEE Trans Evol Comput 13(6): 1233-1246.
    • (2009) IEEE Trans Evol Comput , vol.13 , Issue.6 , pp. 1233-1246
    • Emmendorfer, L.R.1    Pozo, A.T.R.2
  • 13
    • 64849088207 scopus 로고    scopus 로고
    • Hybrid heuristics for the maximum diversity problem
    • Gallego M, Duarte A, Laguna M, Martí R (2009) Hybrid heuristics for the maximum diversity problem. Comput Optim Appl 44(3): 411-426.
    • (2009) Comput Optim Appl , vol.44 , Issue.3 , pp. 411-426
    • Gallego, M.1    Duarte, A.2    Laguna, M.3    Martí, R.4
  • 14
    • 70349270458 scopus 로고    scopus 로고
    • A study on the use of nonparametric tests for analyzing the evolutionary algorithms' behaviour: a case study on the CEC'2005 special session on real parameter optimization
    • García S, Molina D, Lozano M, Herrera F (2009) A study on the use of nonparametric tests for analyzing the evolutionary algorithms' behaviour: a case study on the CEC'2005 special session on real parameter optimization. J Heurist 15(6): 617-644.
    • (2009) J Heurist , vol.15 , Issue.6 , pp. 617-644
    • García, S.1    Molina, D.2    Lozano, M.3    Herrera, F.4
  • 15
    • 77549084648 scopus 로고    scopus 로고
    • Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: experimental analysis of power
    • García S, Fernández A, Luengo J, Herrera F (2010) Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: experimental analysis of power. Inform Sci 180(10): 2044-2064.
    • (2010) Inform Sci , vol.180 , Issue.10 , pp. 2044-2064
    • García, S.1    Fernández, A.2    Luengo, J.3    Herrera, F.4
  • 16
    • 77957312322 scopus 로고    scopus 로고
    • Diversification-driven tabu search for unconstrained binary quadratic problems
    • Glover F, Lv Z, Hao J-K (2010) Diversification-driven tabu search for unconstrained binary quadratic problems. 4OR Q J Oper Res 8(3): 239-253.
    • (2010) 4OR Q J Oper Res , vol.8 , Issue.3 , pp. 239-253
    • Glover, F.1    Lv, Z.2    Hao, J.-K.3
  • 17
    • 44849137201 scopus 로고    scopus 로고
    • An impatient evolutionary algorithm with probabilistic Tabu search for unified solution of some NP-Hard problems in graph and set theory via clique finding
    • Guturu P, Dantu R (2008) An impatient evolutionary algorithm with probabilistic Tabu search for unified solution of some NP-Hard problems in graph and set theory via clique finding. IEEE Trans Syst Man Cybern Part B 38(3): 645-666.
    • (2008) IEEE Trans Syst Man Cybern Part B , vol.38 , Issue.3 , pp. 645-666
    • Guturu, P.1    Dantu, R.2
  • 18
    • 84857998844 scopus 로고    scopus 로고
    • Memetic algorithms for discrete optimization
    • Neri F, Cotta C, Moscato P (eds), Springer, Berlin (in press)
    • Hao J-K (2011) Memetic algorithms for discrete optimization. In: Neri F, Cotta C, Moscato P (eds) Handbook of memetic algorithms. Springer, Berlin (in press).
    • (2011) Handbook of memetic algorithms
    • Hao, J.-K.1
  • 22
    • 65649114426 scopus 로고    scopus 로고
    • Multistart tabu search and diversification strategies for the quadratic assignment problem
    • James T, Rego C, Glover F (2009) Multistart tabu search and diversification strategies for the quadratic assignment problem. IEEE Trans Syst Man Cybern Part A Syst Hum 39(3): 579-596.
    • (2009) IEEE Trans Syst Man Cybern Part A Syst Hum , vol.39 , Issue.3 , pp. 579-596
    • James, T.1    Rego, C.2    Glover, F.3
  • 23
    • 69149100685 scopus 로고    scopus 로고
    • An evolutionary approach for the maximum diversity problem
    • Hart W, Krasnogor N, Smith JE (eds), Spinger, Berlin
    • Katayama K, Narihisa H (2004) An evolutionary approach for the maximum diversity problem. In: Hart W, Krasnogor N, Smith JE (eds) Recent advances in memetic algorithms. Spinger, Berlin, pp 31-47.
    • (2004) Recent advances in memetic algorithms , pp. 31-47
    • Katayama, K.1    Narihisa, H.2
  • 24
    • 9644302161 scopus 로고    scopus 로고
    • A unified modeling and solution framework for combinatorial optimization problems
    • Kochenberger G, Glover F, Alidaee B, Rego C (2004) A unified modeling and solution framework for combinatorial optimization problems. OR Spectr 26(2): 1-14.
    • (2004) OR Spectr , vol.26 , Issue.2 , pp. 1-14
    • Kochenberger, G.1    Glover, F.2    Alidaee, B.3    Rego, C.4
  • 25
    • 84990623067 scopus 로고
    • Analyzing and modeling the maximum diversity problem by zero-one programming
    • Kuo CC, Glover F, Dhir KS (1993) Analyzing and modeling the maximum diversity problem by zero-one programming. Decis Sci 24: 1171-1185.
    • (1993) Decis Sci , vol.24 , pp. 1171-1185
    • Kuo, C.C.1    Glover, F.2    Dhir, K.S.3
  • 26
    • 70349275461 scopus 로고    scopus 로고
    • Hybrid metaheuristics with evolutionary algorithms specializing in intensification and diversification: overview and progress report
    • Lozano M, Garca-Martnez C (2010) Hybrid metaheuristics with evolutionary algorithms specializing in intensification and diversification: overview and progress report. Comput Oper Res 37(3): 481-497.
    • (2010) Comput Oper Res , vol.37 , Issue.3 , pp. 481-497
    • Lozano, M.1    Garca-Martnez, C.2
  • 27
    • 71549150874 scopus 로고    scopus 로고
    • Guest Editorial: Special issue on evolutionary algorithms based on probabilistic model
    • Lozano JA, Zhang Q, Larrañaga P (2009) Guest Editorial: Special issue on evolutionary algorithms based on probabilistic model. IEEE Trans Evol Comput 13(6): 1197-1198.
    • (2009) IEEE Trans Evol Comput , vol.13 , Issue.6 , pp. 1197-1198
    • Lozano, J.A.1    Zhang, Q.2    Larrañaga, P.3
  • 28
    • 79958003662 scopus 로고    scopus 로고
    • Iterated greedy for the maximum diversity problem
    • Lozano M, Molina D, García-Martínez C (2011) Iterated greedy for the maximum diversity problem. Eur J Oper Res 214(1): 31-38.
    • (2011) Eur J Oper Res , vol.214 , Issue.1 , pp. 31-38
    • Lozano, M.1    Molina, D.2    García-Martínez, C.3
  • 29
    • 70350570379 scopus 로고    scopus 로고
    • A memetic algorithm for graph colorin
    • Lv Z, Hao J-K (2010) A memetic algorithm for graph colorin. Eur J Oper Res 203(1): 241-250.
    • (2010) Eur J Oper Res , vol.203 , Issue.1 , pp. 241-250
    • Lv, Z.1    Hao, J.-K.2
  • 30
    • 77957723198 scopus 로고    scopus 로고
    • A hybrid metaheuristic approach to solving the UBQP problem
    • Lv Z, Glover F, Hao J-K (2010) A hybrid metaheuristic approach to solving the UBQP problem. Eur J Oper Res 207(3): 1254-1262.
    • (2010) Eur J Oper Res , vol.207 , Issue.3 , pp. 1254-1262
    • Lv, Z.1    Glover, F.2    Hao, J.-K.3
  • 31
    • 79955813075 scopus 로고    scopus 로고
    • Advanced multi-start methods
    • Gendreau M, Potvin J-Y (eds), International series in operations research & management Science
    • Martí R, Moreno-Vega JM, Duarte A (2011) Advanced multi-start methods. In: Gendreau M, Potvin J-Y (eds) Handbook of Metaheuristics, International series in operations research & management Science, vol 146, pp 265-281.
    • (2011) Handbook of Metaheuristics , vol.146 , pp. 265-281
    • Martí, R.1    Moreno-Vega, J.M.2    Duarte, A.3
  • 32
    • 84880571476 scopus 로고    scopus 로고
    • Heuristics and metaheuristics for the maximum diversity problem
    • (in press). doi: 10. 1007/s10732-011-9172-4
    • Martí R, Gallego M, Duarte A (2011) Heuristics and metaheuristics for the maximum diversity problem. J Heurist (in press). doi: 10. 1007/s10732-011-9172-4.
    • (2011) J Heurist
    • Martí, R.1    Gallego, M.2    Duarte, A.3
  • 34
    • 69149100179 scopus 로고    scopus 로고
    • A branch and bound algorithm for the maximum diversity problem
    • Martí R, Gallego M, Duarte A (2010) A branch and bound algorithm for the maximum diversity problem. Eur J Oper Res 200(1): 36-44.
    • (2010) Eur J Oper Res , vol.200 , Issue.1 , pp. 36-44
    • Martí, R.1    Gallego, M.2    Duarte, A.3
  • 35
  • 37
    • 0345504778 scopus 로고    scopus 로고
    • Schemata, distributions and graphical models in evolutionary optimization
    • Mühlenbein H, Mahnig T, Rodriguez A (1999) Schemata, distributions and graphical models in evolutionary optimization. J Heurist 5: 215-247.
    • (1999) J Heurist , vol.5 , pp. 215-247
    • Mühlenbein, H.1    Mahnig, T.2    Rodriguez, A.3
  • 38
    • 4444246623 scopus 로고    scopus 로고
    • Multistart tabu search strategies for the unconstrained binary quadratic optimization problem
    • Palubeckis G (2004) Multistart tabu search strategies for the unconstrained binary quadratic optimization problem. Ann Oper Res 131(1-4): 259-282.
    • (2004) Ann Oper Res , vol.131 , Issue.1-4 , pp. 259-282
    • Palubeckis, G.1
  • 39
    • 33749359147 scopus 로고    scopus 로고
    • Iterated tabu search strategies for the unconstrained binary quadratic optimization problem
    • Palubeckis G (2006) Iterated tabu search strategies for the unconstrained binary quadratic optimization problem. Informatica 17(2): 279-296.
    • (2006) Informatica , vol.17 , Issue.2 , pp. 279-296
    • Palubeckis, G.1
  • 40
    • 34248328827 scopus 로고    scopus 로고
    • Iterated tabu search for the maximum diversity problem
    • Palubeckis G (2007) Iterated tabu search for the maximum diversity problem. Appl Math Comput 189(1): 371-383.
    • (2007) Appl Math Comput , vol.189 , Issue.1 , pp. 371-383
    • Palubeckis, G.1
  • 41
    • 15544385794 scopus 로고    scopus 로고
    • Globally multimodal problem optimization via an estimation of distribution algorithm based on unsupervised learning of Bayesian networks
    • Peña J, Lozano J, Larrañaga P (2005) Globally multimodal problem optimization via an estimation of distribution algorithm based on unsupervised learning of Bayesian networks. Evol Comput 13(1): 43-66.
    • (2005) Evol Comput , vol.13 , Issue.1 , pp. 43-66
    • Peña, J.1    Lozano, J.2    Larrañaga, P.3
  • 43
    • 0034276591 scopus 로고    scopus 로고
    • Linkage problem, distribution estimation, and Bayesian networks
    • Pelikan M, Goldberg DE, Cantú-paz EE (2000) Linkage problem, distribution estimation, and Bayesian networks. Evol Comput 8(3): 311-340.
    • (2000) Evol Comput , vol.8 , Issue.3 , pp. 311-340
    • Pelikan, M.1    Goldberg, D.E.2    Cantú-Paz, E.E.3
  • 44
    • 71549154408 scopus 로고    scopus 로고
    • Quantum-inspired evolutionary algorithm: a multimodel EDA
    • Platel MD, Schliebs S, Kasabov N (2009) Quantum-inspired evolutionary algorithm: a multimodel EDA. IEEE Trans Evol Comput 13(6): 1218-1232.
    • (2009) IEEE Trans Evol Comput , vol.13 , Issue.6 , pp. 1218-1232
    • Platel, M.D.1    Schliebs, S.2    Kasabov, N.3
  • 45
    • 65149095882 scopus 로고    scopus 로고
    • Research topics in discrete estimation of distribution algorithms based on factorizations
    • Santana R, Larrañaga P, Lozano JA (2009) Research topics in discrete estimation of distribution algorithms based on factorizations. Memet Comput 1(1): 35-54.
    • (2009) Memet Comput , vol.1 , Issue.1 , pp. 35-54
    • Santana, R.1    Larrañaga, P.2    Lozano, J.A.3
  • 47
    • 79958149341 scopus 로고    scopus 로고
    • An effective estimation of distribution algorithm for the multi-mode resource-constrained project scheduling problem
    • Wang L, Fang C (2010) An effective estimation of distribution algorithm for the multi-mode resource-constrained project scheduling problem. Comput Oper Res 39(2): 449-460.
    • (2010) Comput Oper Res , vol.39 , Issue.2 , pp. 449-460
    • Wang, L.1    Fang, C.2
  • 48
    • 79960557901 scopus 로고    scopus 로고
    • An effective shuffled frog-leaping algorithm for multi-mode resource-constrained project scheduling problem
    • Wang L, Fang C (2011) An effective shuffled frog-leaping algorithm for multi-mode resource-constrained project scheduling problem. Inform Sci 181(20): 4804-4822.
    • (2011) Inform Sci , vol.181 , Issue.20 , pp. 4804-4822
    • Wang, L.1    Fang, C.2
  • 49
    • 79951493952 scopus 로고    scopus 로고
    • Competitive Hopfield network combined with estimation of distribution for maximum diversity problems
    • Wang J, Zhou Y, Yin J, Zhang Y (2009) Competitive Hopfield network combined with estimation of distribution for maximum diversity problems. IEEE Trans Syst Man Cybern Part B Cybern 39(4): 1048-1066.
    • (2009) IEEE Trans Syst Man Cybern Part B Cybern , vol.39 , Issue.4 , pp. 1048-1066
    • Wang, J.1    Zhou, Y.2    Yin, J.3    Zhang, Y.4
  • 50
    • 60849137196 scopus 로고    scopus 로고
    • Discrete particle swarm optimization based on estimation of distribution for polygonal approximation problems
    • Wang J, Kuang Z, Xu X, Zhou Y (2009) Discrete particle swarm optimization based on estimation of distribution for polygonal approximation problems. Expert Syst Appl 36(5): 9398-9408.
    • (2009) Expert Syst Appl , vol.36 , Issue.5 , pp. 9398-9408
    • Wang, J.1    Kuang, Z.2    Xu, X.3    Zhou, Y.4
  • 51
    • 84865418355 scopus 로고    scopus 로고
    • Hybridizing differential evolution and particle swarm optimization to design powerful optimizers: A review and taxonomy
    • in press
    • Xin B, Chen J, Zhang J, Fang H, Peng Z-H (2011) Hybridizing differential evolution and particle swarm optimization to design powerful optimizers: a review and taxonomy. IEEE Trans Systems Man Cybern Part C Appl Rev (in press).
    • (2011) IEEE Trans Systems Man Cybern Part C Appl Rev
    • Xin, B.1    Chen, J.2    Zhang, J.3    Fang, H.4    Peng, Z.-H.5
  • 53
    • 17644405107 scopus 로고    scopus 로고
    • Evolutionary algorithm with guided mutation for the maximum clique problem
    • Zhang Q, Sun J, Tsang E (2005) Evolutionary algorithm with guided mutation for the maximum clique problem. IEEE Trans Evol Comput 9(2): 192-200.
    • (2005) IEEE Trans Evol Comput , vol.9 , Issue.2 , pp. 192-200
    • Zhang, Q.1    Sun, J.2    Tsang, E.3
  • 54
    • 33847649620 scopus 로고    scopus 로고
    • Evolutionary algorithms refining a heuristic: a hybrid method for shared-path protections in WDM networks under SRLG constraints
    • Zhang Q, Sun J, Xiao G, Tsang E (2007) Evolutionary algorithms refining a heuristic: a hybrid method for shared-path protections in WDM networks under SRLG constraints. IEEE Trans Syst Man Cybern Part B 37(1): 51-61.
    • (2007) IEEE Trans Syst Man Cybern Part B , vol.37 , Issue.1 , pp. 51-61
    • Zhang, Q.1    Sun, J.2    Xiao, G.3    Tsang, E.4
  • 55
    • 34547430444 scopus 로고    scopus 로고
    • Combinations of estimation of distribution algorithms and other techniques
    • Zhang Q, Sun J, Tsang E (2007) Combinations of estimation of distribution algorithms and other techniques. Int J Autom Comput 4(3): 273-280.
    • (2007) Int J Autom Comput , vol.4 , Issue.3 , pp. 273-280
    • Zhang, Q.1    Sun, J.2    Tsang, E.3


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