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Volumn , Issue , 2005, Pages 347-370

Parallel Hybrid Metaheuristics

Author keywords

Approximation algorithms; Historical notes; Multiple solution search algorithms; Parallel hybrid metaheuristics; Single solution search algorithms

Indexed keywords


EID: 33750089347     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/0471739383.ch15     Document Type: Chapter
Times cited : (29)

References (140)
  • 2
    • 27344449814 scopus 로고    scopus 로고
    • Genetic local search for the traveling salesman problem
    • In T. Back, D.B. Fogel, and Z. Michalewicz, editors, G9.5, Institute of Physics Publishing and Oxford University Press, Bristol, New York
    • E. H. L. Aarts and M. G. A. Verhoeven. Genetic local search for the traveling salesman problem. In T. Back, D.B. Fogel, and Z. Michalewicz, editors, Handbook of Evolutionavy Computation, pages G9.5: 1-7. Institute of Physics Publishing and Oxford University Press, Bristol, New York, 1997.
    • Handbook of Evolutionavy Computation
    • Aarts, E.H.L.1    Verhoeven, M.G.A.2
  • 3
    • 0029491202 scopus 로고
    • An evolutionary and cooperative agent model for optimization
    • In IEEE Int. Conf. on Evolutionary Computation ICEC'95, Perth, Australia, Dec
    • F. Abbattista, N. Abbattista, and L. Caponetti. An evolutionary and cooperative agent model for optimization. In IEEE Int. Conf. on Evolutionary Computation ICEC'95, pages 668-671, Perth, Australia, Dec 1995.
    • (1995) , pp. 668-671
    • Abbattista, F.1    Abbattista, N.2    Caponetti, L.3
  • 4
    • 0029700125 scopus 로고    scopus 로고
    • Co-operating populations with different evolution behaviours
    • In IEEE Int. Conf. on Evolutionary Computation, ICEC'96, Nagoya, Japan, May
    • P. Adamidis and V. Petridis. Co-operating populations with different evolution behaviours. In IEEE Int. Conf. on Evolutionary Computation, ICEC'96, pages 188-191, Nagoya, Japan, May 1996.
    • (1996) , pp. 188-191
    • Adamidis, P.1    Petridis, V.2
  • 6
    • 84889288704 scopus 로고    scopus 로고
    • Parallel evolutionary algorithms in telecommunications: Two case studies
    • In Proceedings of the CACIC'02, Buenos Aires, Argentina
    • E. Alba, C. Cotta, F. Chicano, and A.J. Nebro. Parallel evolutionary algorithms in telecommunications: Two case studies. In Proceedings of the CACIC'02, Buenos Aires, Argentina, 2002.
    • (2002)
    • Alba, E.1    Cotta, C.2    Chicano, F.3    Nebro, A.J.4
  • 7
    • 0033905943 scopus 로고    scopus 로고
    • Influence of the migration policy in parallel distributed GAS with structured and panmictic populations
    • E. Alba and J.M. Troya. Influence of the migration policy in parallel distributed GAS with structured and panmictic populations. Applied Intelligence, 12(3): 163-181,2000.
    • (2000) Applied Intelligence , vol.12 , Issue.3 , pp. 163-181
    • Alba, E.1    Troya, J.M.2
  • 8
    • 85047111311 scopus 로고
    • "Go with the winners" algorithms
    • In Proceedings of the 35th Annual Symposium on Foundations of Computer Science, Los Alamitos, CA, IEEE
    • D. Aldous and U. Vazirani. "Go with the winners" algorithms. In Proceedings of the 35th Annual Symposium on Foundations of Computer Science, pages 492-501, Los Alamitos, CA, 1994. IEEE.
    • (1994) , pp. 492-501
    • Aldous, D.1    Vazirani, U.2
  • 9
    • 84958976172 scopus 로고    scopus 로고
    • New crossover methods for sequencing problems
    • In H-M.Voigt, W. Ebeling, I. Rechenberg, and H-P. Schewefel, editors, Dortmund, Germany, Sept, Springer-Verlag
    • T. Asveren and P. Molitor. New crossover methods for sequencing problems. In H-M.Voigt, W. Ebeling, I. Rechenberg, and H-P. Schewefel, editors, Parallel Problem Solving from Nature PPSN4, volume 1141 of LNCS, pages 290-299, Dortmund, Germany, Sept 1996. Springer-Verlag.
    • (1996) Parallel Problem Solving from Nature PPSN4, volume 1141 of LNCS , pp. 290-299
    • Asveren, T.1    Molitor, P.2
  • 10
    • 84889326476 scopus 로고    scopus 로고
    • Diversifying tabu search by genetic algorithms
    • In INFORMS'98 on Operations Research and Management Sciences meeting, Montreal, Canada, Apr
    • V. Bachelet, Z. Hafidi, P. Preux, and E-G. Talbi. Diversifying tabu search by genetic algorithms. In INFORMS'98 on Operations Research and Management Sciences meeting, Montreal, Canada, Apr 1998.
    • (1998)
    • Bachelet, V.1    Hafidi, Z.2    Preux, P.3    Talbi, E.-G.4
  • 11
    • 4344644950 scopus 로고    scopus 로고
    • Parallel hybrid meta-heuristics: application to the quadratic assignment problem
    • In Parallel Optimization Colloquium POC96, Versailles, France, Mar
    • V. Bachelet, P. Preux, and E-G. Talbi. Parallel hybrid meta-heuristics: application to the quadratic assignment problem. In Parallel Optimization Colloquium POC96, pages 233-242, Versailles, France, Mar 1996.
    • (1996) , pp. 233-242
    • Bachelet, V.1    Preux, P.2    Talbi, E.-G.3
  • 12
    • 0041406427 scopus 로고
    • A parallel tabu search heuristic for the vehicle routing problem with time windows
    • RR CRT-95-84, Centre de Recherche sur les Transports, Universiti de Montrial, Canada, Dec
    • P. Badeau, M. Gendreau, F. Guertin, J-Y. Potvin, and E. Taillard. A parallel tabu search heuristic for the vehicle routing problem with time windows. RR CRT-95-84, Centre de Recherche sur les Transports, Universiti de Montrial, Canada, Dec 1995.
    • (1995)
    • Badeau, P.1    Gendreau, M.2    Guertin, F.3    Potvin, J.-Y.4    Taillard, E.5
  • 13
    • 0031284456 scopus 로고    scopus 로고
    • A parallel tabu search heuristic for the vehicle routing problem with time windows
    • P. Badeau, F. Guertin, M. Gendreau, J-Y. Potvin, and E. D. Taillard. A parallel tabu search heuristic for the vehicle routing problem with time windows. Transportation Research, 5(2): 109-122, 1997.
    • (1997) Transportation Research , vol.5 , Issue.2 , pp. 109-122
    • Badeau, P.1    Guertin, F.2    Gendreau, M.3    Potvin, J.-Y.4    Taillard, E.D.5
  • 14
    • 0023012985 scopus 로고
    • A parallel simulated annealing algorithm for standard cell placement on a hypercube computer
    • In IEEE Int. Con$ on Computer-Aided Design, Santa Clara, California, USA, Nov
    • P. Banerjee and M. Jones. A parallel simulated annealing algorithm for standard cell placement on a hypercube computer. In IEEE Int. Con$ on Computer-Aided Design, pages 34-37, Santa Clara, California, USA, Nov 1986.
    • (1986) , pp. 34-37
    • Banerjee, P.1    Jones, M.2
  • 15
    • 0003608150 scopus 로고
    • Parallel genetic algorithms on distributed-memory architectures
    • Technical Report 436, University of Rochester, Rochester, NY, USA, Aug
    • R. Bianchini and C. Brown. Parallel genetic algorithms on distributed-memory architectures. Technical Report 436, University of Rochester, Rochester, NY, USA, Aug 1992.
    • (1992)
    • Bianchini, R.1    Brown, C.2
  • 16
    • 0000485779 scopus 로고
    • A parallel genetic heuristic for the quadratic assignment problem
    • In Third Int. Con$ on Genetic Algorithms ICGA'89, Morgan Kauffmann, San Mateo, California, USA, July
    • D. E. Brown, C. L. Huntley, and A. R. Spillane. A parallel genetic heuristic for the quadratic assignment problem. In Third Int. Con$ on Genetic Algorithms ICGA'89, pages 406-415. Morgan Kauffmann, San Mateo, California, USA, July 1989.
    • (1989) , pp. 406-415
    • Brown, D.E.1    Huntley, C.L.2    Spillane, A.R.3
  • 17
    • 0023023607 scopus 로고
    • A parallel simulated annealing algorithm for the placement of macro-cells
    • In ZEEE Int. Con$ on Computer-Aided Design, Santa Clara, California, USA, Nov
    • A. Casotto, F. Romeo, and A. L. Sangiovanni-Vincentelli. A parallel simulated annealing algorithm for the placement of macro-cells. In ZEEE Int. Con$ on Computer-Aided Design, pages 30-33, Santa Clara, California, USA, Nov 1986.
    • (1986) , pp. 30-33
    • Casotto, A.1    Romeo, F.2    Sangiovanni-Vincentelli, A.L.3
  • 18
    • 27844446945 scopus 로고
    • Massively parallel tabu search for the quadratic assignment problem
    • J. Chakrapani and J. Skorin-Kapov. Massively parallel tabu search for the quadratic assignment problem. Annals of Operations Research, 41: 327-341, 1993.
    • (1993) Annals of Operations Research , vol.41 , pp. 327-341
    • Chakrapani, J.1    Skorin-Kapov, J.2
  • 19
    • 84975323381 scopus 로고
    • Parallel simulated annealing and genetic algorithms:A space of hybrid methods
    • In Y. Davidor, H-P. Schwefel, and R. Manner, editors, Jerusalem, Israel, Oct, Springer-Verlag
    • H. Chen and N. S. Flann. Parallel simulated annealing and genetic algorithms:A space of hybrid methods. In Y. Davidor, H-P. Schwefel, and R. Manner, editors, Third Con$ on Parallel Problem Solving from Nature, pages 428-436, Jerusalem, Israel, Oct 1994. Springer-Verlag.
    • (1994) Third Con$ on Parallel Problem Solving from Nature , pp. 428-436
    • Chen, H.1    Flann, N.S.2
  • 20
    • 0003637792 scopus 로고    scopus 로고
    • A genetic algorithm approach for combinatorial optimization problems
    • PhD thesis, University of London, London, UK
    • P. C. Chu. A genetic algorithm approach for combinatorial optimization problems. PhD thesis, University of London, London, UK, 1997.
    • (1997)
    • Chu, P.C.1
  • 22
    • 52349114128 scopus 로고
    • Distributed optimization by ant colonies
    • In European Con$ on Artijicial Life, Elsevier Publishing
    • A. Colomi, M. Dorigo, and V. Maniezzo. Distributed optimization by ant colonies. In European Con$ on Artijicial Life, pages 134-142. Elsevier Publishing, 1991.
    • (1991) , pp. 134-142
    • Colomi, A.1    Dorigo, M.2    Maniezzo, V.3
  • 23
    • 0004033139 scopus 로고    scopus 로고
    • New Ideas in Optimization
    • McGraw-Hill
    • D. Corne, M. Dorigo, and F. Glover. New Ideas in Optimization. McGraw-Hill, 1999.
    • (1999)
    • Corne, D.1    Dorigo, M.2    Glover, F.3
  • 24
    • 0032254708 scopus 로고    scopus 로고
    • A study of hybridisation techniques and their application to the design of evolutionary algorithms
    • C. Cotta. A study of hybridisation techniques and their application to the design of evolutionary algorithms. AI Communications, 11(3-4):223-224, 1998.
    • (1998) AI Communications , vol.11 , Issue.3-4 , pp. 223-224
    • Cotta, C.1
  • 25
    • 0041481252 scopus 로고    scopus 로고
    • Adjusting weights in artificial neural networks using evolutionary algorithms
    • In P. Larraiiaga and J.A. Lozano, editors, Kluwer Academic Publishers, Boston MA
    • C. Cotta, E. Alba, R. Sagarna, and P. Larraiiaga. Adjusting weights in artificial neural networks using evolutionary algorithms. In P. Larraiiaga and J.A. Lozano, editors, Estimation of Distribution Algorithms. A New Tool for Evolutionary Computation, pages 350-373. Kluwer Academic Publishers, Boston MA, 2001.
    • (2001) Estimation of Distribution Algorithms. A New Tool for Evolutionary Computation , pp. 350-373
    • Cotta, C.1    Alba, E.2    Sagarna, R.3    Larraiiaga, P.4
  • 26
    • 0001544451 scopus 로고
    • Hybridizing genetic algorithms with branch and bound techmques for the resolution of the TSP
    • In D.W. Pearson, N.C. Steele, and R.F. Albrecht, editors, Wien New York, Springer-Verlag
    • C. Cotta, J.F. Aldana, A.J. Nebro, and J.M. Troya. Hybridizing genetic algorithms with branch and bound techmques for the resolution of the TSP. In D.W. Pearson, N.C. Steele, and R.F. Albrecht, editors, Artificial Neural Nets and Genetic Algorithms 2, pages 277-280, Wien New York, 1995. Springer-Verlag.
    • (1995) Artificial Neural Nets and Genetic Algorithms 2 , pp. 277-280
    • Cotta, C.1    Aldana, J.F.2    Nebro, A.J.3    Troya, J.M.4
  • 27
    • 34247591104 scopus 로고    scopus 로고
    • Evolutionary computation: Challenges and duties
    • In A. Menon, editor, Kluwer Academic Publishers, Boston MA
    • C. Cotta and P. Moscato. Evolutionary computation: Challenges and duties. In A. Menon, editor, Frontiers of Evolutionaiy Computation, pages 53-72. Kluwer Academic Publishers, Boston MA, 2004.
    • (2004) Frontiers of Evolutionaiy Computation , pp. 53-72
    • Cotta, C.1    Moscato, P.2
  • 29
    • 0032009349 scopus 로고    scopus 로고
    • Genetic forma recombination in permutation flowshop problems
    • C. Cotta and J.M. Troya. Genetic forma recombination in permutation flowshop problems. Evolutionary Computation, 6(1):25-44, 1998.
    • (1998) Evolutionary Computation , vol.6 , Issue.1 , pp. 25-44
    • Cotta, C.1    Troya, J.M.2
  • 30
    • 24644523052 scopus 로고    scopus 로고
    • A hybrid genetic algorithm for the 0-1 multiple knapsack problem
    • In G.D. Smith, N.C. Steele, and R.F. Albrecht, editors, Wien New York, Springer-Verlag
    • C. Cotta and J.M. Troya. A hybrid genetic algorithm for the 0-1 multiple knapsack problem. In G.D. Smith, N.C. Steele, and R.F. Albrecht, editors, Artificial Neural Nets and Genetic Algorithms 3, pages 251-255, Wien New York, 1998. Springer-Verlag.
    • (1998) Artificial Neural Nets and Genetic Algorithms , vol.3 , pp. 251-255
    • Cotta, C.1    Troya, J.M.2
  • 31
    • 0037369580 scopus 로고    scopus 로고
    • Embedding branch and bound within evolutionary algorithms
    • C. Cotta and J.M. Troya. Embedding branch and bound within evolutionary algorithms. Applied Intelligence, 18(2): 137-153, 2003.
    • (2003) Applied Intelligence , vol.18 , Issue.2 , pp. 137-153
    • Cotta, C.1    Troya, J.M.2
  • 32
    • 0003986391 scopus 로고
    • Towards a taxonomy ofparallel tabu search algorithms
    • Technical Report CRT-933, Centre de Recherche sur les Transports, Universite de Montreal, Montreal, Canada, Sep
    • T. G. Crainic, M. Toulouse, and M. Gendreau. Towards a taxonomy ofparallel tabu search algorithms. Technical Report CRT-933, Centre de Recherche sur les Transports, Universite de Montreal, Montreal, Canada, Sep 1993.
    • (1993)
    • Crainic, T.G.1    Toulouse, M.2    Gendreau, M.3
  • 33
    • 0010022443 scopus 로고    scopus 로고
    • A cooperative parallel tabu search for capacitated network design
    • Technical Report CRT-97-27, Centre de recherche sur les transports, Universite de Montreal, Montreal, Canada, Canada
    • T. G. Crainic and M. Gendreau. A cooperative parallel tabu search for capacitated network design. Technical Report CRT-97-27, Centre de recherche sur les transports, Universite de Montreal, Montreal, Canada, Canada, 1997.
    • (1997)
    • Crainic, T.G.1    Gendreau, M.2
  • 34
    • 84889308284 scopus 로고    scopus 로고
    • Cooperative multi-thread parallel tabu search with evolutionary adaptive memory. 2nd Int. Con6 on Metaheuristics
    • Sophia Antipolis, France, July
    • T. G. Crainic, A. T. Nguyen, and M. Gendreau. Cooperative multi-thread parallel tabu search with evolutionary adaptive memory. 2nd Int. Con6 on Metaheuristics, Sophia Antipolis, France, July 1997.
    • (1997)
    • Crainic, T.G.1    Nguyen, A.T.2    Gendreau, M.3
  • 35
    • 0001751021 scopus 로고
    • Synchronous tabu search parallelization strategies for multi-commodity location-allocation with balancing requirements
    • T. G. Crainic, M. Toulouse, and M. Gendreau. Synchronous tabu search parallelization strategies for multi-commodity location-allocation with balancing requirements. OR Spektrum, 17: 113-123, 1995.
    • (1995) OR Spektrum , vol.17 , pp. 113-123
    • Crainic, T.G.1    Toulouse, M.2    Gendreau, M.3
  • 36
    • 0003720730 scopus 로고
    • A parallel genetic algorithm for frequency assignment problems
    • In Proceedings of IMACS SPRAN"94
    • W. Crompton, S. Hurley, and N.M. Stephen. A parallel genetic algorithm for frequency assignment problems. In Proceedings of IMACS SPRAN"94, pages 81-84, 1994.
    • (1994) , pp. 81-84
    • Crompton, W.1    Hurley, S.2    Stephen, N.M.3
  • 37
    • 84882320597 scopus 로고    scopus 로고
    • Recherche dispersee parallele
    • In Deuxi2me Congrts de la SociPt6 Francnise de Recherche Operationnelle et d'Aide a la decision ROADEF'99, Autrans, France, Jan
    • V-D. Cung, T. Mautor, P. Michelon, and A. Tavares. Recherche dispersee parallele. In Deuxi2me Congrts de la SociPt6 Francnise de Recherche Operationnelle et d'Aide a la decision ROADEF'99, Autrans, France, Jan 1999.
    • (1999)
    • Cung, V.-D.1    Mautor, T.2    Michelon, P.3    Tavares, A.4
  • 38
    • 0003849948 scopus 로고
    • Handbook of Genetic Algorithms
    • Van Nostrand Reinhold, New YorkNY
    • L.D. Davis. Handbook of Genetic Algorithms. Van Nostrand Reinhold, New YorkNY, 1991.
    • (1991)
    • Davis, L.D.1
  • 39
    • 0004149207 scopus 로고
    • The Selfish Gene
    • Clarendon Press, Oxford
    • R. Dawkins. The Selfish Gene. Clarendon Press, Oxford, 1976.
    • (1976)
    • Dawkins, R.1
  • 40
    • 0003706269 scopus 로고    scopus 로고
    • Parameterized Complexity
    • Springer-Verlag
    • R. Downey and M. Fellows. Parameterized Complexity. Springer-Verlag, 1998.
    • (1998)
    • Downey, R.1    Fellows, M.2
  • 41
    • 0000134883 scopus 로고
    • Fixed-parameter tractability and completeness I: Basic results
    • August
    • R.G. Downey and M.R. Fellows. Fixed-parameter tractability and completeness I: Basic results. SZAM Journal on Computing, 24(4):873-921, August 1995.
    • (1995) SZAM Journal on Computing , vol.24 , Issue.4 , pp. 873-921
    • Downey, R.G.1    Fellows, M.R.2
  • 42
    • 0002506192 scopus 로고    scopus 로고
    • Perhaps not a free lunch but at least a free appetizer
    • In W. Banzhaf, J. Daida, A. E. Eiben, M. H. Garzon, V. Honavar, M. Jahela, and R. E. Smith, editors, San Francisco CA, 13-17, Morgan Kaufmann Publishers, Inc
    • S. Droste, T. Jansen, and I. Wegener. Perhaps not a free lunch but at least a free appetizer. In W. Banzhaf, J. Daida, A. E. Eiben, M. H. Garzon, V. Honavar, M. Jahela, and R. E. Smith, editors, Proceedings of the First Genetic and Evolutionaly Computation Conference (GECCO '99), pages 833-839, San Francisco CA, 13-17 1999. Morgan Kaufmann Publishers, Inc.
    • (1999) Proceedings of the First Genetic and Evolutionaly Computation Conference (GECCO '99) , pp. 833-839
    • Droste, S.1    Jansen, T.2    Wegener, I.3
  • 43
    • 84883473219 scopus 로고
    • Solving the mapping problem by parallel tabu search
    • In IASTED Conf, Paris, France
    • I. De Falco, R. Del Balio, and E. Tarantino. Solving the mapping problem by parallel tabu search. In IASTED Conf, Paris, France, 1994.
    • (1994)
    • De Falco, I.1    Del Balio, R.2    Tarantino, E.3
  • 44
    • 0031352879 scopus 로고
    • An analysis of parallel heuristics for task allocation in multicomputers
    • I. De Falco, R. Del Balio, and E. Tarantino. An analysis of parallel heuristics for task allocation in multicomputers. Computing, 3, 59 1995.
    • (1995) Computing , vol.3 , pp. 59
    • De Falco, I.1    Del Balio, R.2    Tarantino, E.3
  • 45
    • 0028554989 scopus 로고
    • Improving search by incorporating evolution principles in parallel tabu search
    • In Znt. Conf on Machine Learning
    • I. De Falco, R. Del Balio, E. Tarantino, and R. Vaccaro. Improving search by incorporating evolution principles in parallel tabu search. In Znt. Conf on Machine Learning, pages 823-828, 1994.
    • (1994) , pp. 823-828
    • De Falco, I.1    Del Balio, R.2    Tarantino, E.3    Vaccaro, R.4
  • 47
    • 0028510982 scopus 로고
    • A greedy randomized adaptive search procedure for maximum independent set
    • T. A. Feo, M. G. C. Resende, and S. H. Smith. A greedy randomized adaptive search procedure for maximum independent set. Operations Research, 42:860-878. 1994.
    • (1994) Operations Research , vol.42 , pp. 860-878
    • Feo, T.A.1    Resende, M.G.C.2    Smith, S.H.3
  • 49
    • 0001067326 scopus 로고
    • A parallel tabu search algorithm for large travelling salesman problems
    • C-N. Fiechter. A parallel tabu search algorithm for large travelling salesman problems. Discrete Applied Mathematics, 51 :243-267, 1994.
    • (1994) Discrete Applied Mathematics , vol.51 , pp. 243-267
    • Fiechter, C.-N.1
  • 50
    • 27844522089 scopus 로고    scopus 로고
    • Genetic and hybrid algorithms for graph coloring
    • C. Fleurant and J. A. Ferland. Genetic and hybrid algorithms for graph coloring. Annals of Operations Research, 63: 437-461, 1996.
    • (1996) Annals of Operations Research , vol.63 , pp. 437-461
    • Fleurant, C.1    Ferland, J.A.2
  • 52
    • 26344478683 scopus 로고
    • An approach of combining simulated annealing and genetic algorithm
    • Master's thesis, University of Illinois, Urbana-Champaign
    • S-M. Foo. An approach of combining simulated annealing and genetic algorithm. Master's thesis, University of Illinois, Urbana-Champaign, 1991.
    • (1991)
    • Foo, S.-M.1
  • 53
    • 0035504901 scopus 로고    scopus 로고
    • Using a hybrid geneticaigorithmlbranch and bound approach to solve feasibility and optimization integer programming problems
    • A. P. French, A. C. Robinson, and J. M. Wilson. Using a hybrid geneticaigorithmlbranch and bound approach to solve feasibility and optimization integer programming problems. Journal of Heuristics, 7(6): 551-564, 2001.
    • (2001) Journal of Heuristics , vol.7 , Issue.6 , pp. 551-564
    • French, A.P.1    Robinson, A.C.2    Wilson, J.M.3
  • 54
    • 0003603813 scopus 로고
    • Computers and Intractability: A Guide to the Theoly of NP-Completeness
    • Freeman and Co., San Francisco CA
    • M.R. Garey and D.S Johnson. Computers and Intractability: A Guide to the Theoly of NP-Completeness. Freeman and Co., San Francisco CA, 1979.
    • (1979)
    • Garey, M.R.1    Johnson, D.S.2
  • 55
    • 84989487658 scopus 로고
    • Heuristics for integer programming using surrogate constraints
    • F. Glover. Heuristics for integer programming using surrogate constraints. Decision Sciences, 8: 156-166, 1977.
    • (1977) Decision Sciences , vol.8 , pp. 156-166
    • Glover, F.1
  • 56
    • 0000411214 scopus 로고
    • Tabu search-part I
    • F. Glover. Tabu search-part I. ORSA Journal of Computing, 1(3): 190-206, 1989.
    • (1989) ORSA Journal of Computing , vol.1 , Issue.3 , pp. 190-206
    • Glover, F.1
  • 57
    • 0345075186 scopus 로고    scopus 로고
    • Scatter search and path relinking
    • In D. Come, M. Dorigo, and F. Glover, editors, McGraw-Hill, London
    • F. Glover. Scatter search and path relinking. In D. Come, M. Dorigo, and F. Glover, editors, New Methods in Optimization, pages 291-316. McGraw-Hill, London, 1999.
    • (1999) New Methods in Optimization , pp. 291-316
    • Glover, F.1
  • 58
    • 0142058675 scopus 로고    scopus 로고
    • Handbook ofMetaheuristics
    • Kluwer Academic Publishers, Boston MA
    • F. Glover and G. Kochenberger. Handbook ofMetaheuristics. Kluwer Academic Publishers, Boston MA, 2003.
    • (2003)
    • Glover, F.1    Kochenberger, G.2
  • 59
    • 0002892683 scopus 로고
    • ASPARAGOS: An asynchronous parallel genetic optimization strategy
    • In J. David Schaffer, editor, 422-427, Morgan Kaufmann Publishers
    • M. Gorges-Schleuter. ASPARAGOS: An asynchronous parallel genetic optimization strategy. In J. David Schaffer, editor, Proceedings of the Third International Conference on Genetic Algorithms, pages 422-427. Morgan Kaufmann Publishers, 1989.
    • (1989) Proceedings of the Third International Conference on Genetic Algorithms
    • Gorges-Schleuter, M.1
  • 60
    • 0031167903 scopus 로고    scopus 로고
    • A genetic algorithm-based heuristic for solving the weighted maximum independent set and some equivalent problems
    • M. Hifi. A genetic algorithm-based heuristic for solving the weighted maximum independent set and some equivalent problems. Journal of the Operational Research Society, 48(6): 612-622, 1997.
    • (1997) Journal of the Operational Research Society , vol.48 , Issue.6 , pp. 612-622
    • Hifi, M.1
  • 61
    • 0003777592 scopus 로고    scopus 로고
    • Approximation algorithms for NP-hardproblems
    • International Thomson Publishing
    • D. S. Hochbaum. Approximation algorithms for NP-hardproblems. International Thomson Publishing, 1996.
    • (1996)
    • Hochbaum, D.S.1
  • 62
    • 0027708111 scopus 로고
    • Solving the really hard problems with cooperative search
    • In Proc. of AAAI93, Menlo Park, CA, AAAI Press
    • T. Hogg and C. P. Williams. Solving the really hard problems with cooperative search. In Proc. of AAAI93, pages 231-236, Menlo Park, CA, 1993. AAAI Press.
    • (1993) , pp. 231-236
    • Hogg, T.1    Williams, C.P.2
  • 63
    • 0003463297 scopus 로고
    • Adaptation in natural and artijicial systems
    • Michigan Press University, Ann Arbor, MI, USA
    • J. H. Holland. Adaptation in natural and artijicial systems. Michigan Press University, Ann Arbor, MI, USA, 1975.
    • (1975)
    • Holland, J.H.1
  • 64
    • 4243670171 scopus 로고
    • Parallel genetic algorithms with local search
    • Technical Report IPC-TR-90-006, University of Virginia, Charlottesville, VA, USA, July
    • C. L. Huntley and D. E. Brown. Parallel genetic algorithms with local search. Technical Report IPC-TR-90-006, University of Virginia, Charlottesville, VA, USA, July 1991.
    • (1991)
    • Huntley, C.L.1    Brown, D.E.2
  • 65
    • 0025843905 scopus 로고
    • A parallel heuristic for quadratic assignment problems
    • C. L. Huntley and D. E. Brown. A parallel heuristic for quadratic assignment problems. Computers and Operations Research, 18: 275-289, 1991.
    • (1991) Computers and Operations Research , vol.18 , pp. 275-289
    • Huntley, C.L.1    Brown, D.E.2
  • 66
    • 0007689164 scopus 로고
    • Genetic algorithms, production plan optimisation and scheduling
    • In H-P. Schewefel and R. Manner, editors, Dortmund, Germany, Oct, Springer-Verlag
    • P. Husbands, F. Mill, and S. Warrington. Genetic algorithms, production plan optimisation and scheduling. In H-P. Schewefel and R. Manner, editors, Parallel Problem Solving From Nature, volume 496 of LNCS, pages 80-84, Dortmund, Germany, Oct 1990. Springer-Verlag.
    • (1990) Parallel Problem Solving From Nature, volume 496 of LNCS , pp. 80-84
    • Husbands, P.1    Mill, F.2    Warrington, S.3
  • 67
    • 0031628761 scopus 로고    scopus 로고
    • Learning of neural networks with parallel hybrid ga using a royal road function
    • In 1998 IEEE International Joint Conference on Neural Networks, New York, NY, IEEE
    • T. Ichimura and Y. Kuriyama. Learning of neural networks with parallel hybrid ga using a royal road function. In 1998 IEEE International Joint Conference on Neural Networks, volume 2, pages 1131-1136, New York, NY, 1998. IEEE.
    • (1998) , vol.2 , pp. 1131-1136
    • Ichimura, T.1    Kuriyama, Y.2
  • 68
    • 0002548256 scopus 로고
    • The effects of population size, heuristic crossover and local improvement on a genetic algorithm for the traveling salesman problem
    • In 3rd Int. ConJ Genetic Algorithms. Morgan Kaufmann, USA
    • P. Jog, J. Y. Suh, and D. Van Gucht. The effects of population size, heuristic crossover and local improvement on a genetic algorithm for the traveling salesman problem. In 3rd Int. ConJ Genetic Algorithms. Morgan Kaufmann, USA, 1989.
    • (1989)
    • Jog, P.1    Suh, J.Y.2    Van Gucht, D.3
  • 69
    • 0002105307 scopus 로고
    • A hybrid genetic algorithm for classification
    • In Proceedings of the Twelveth International Joint Conference on Artificial Intelligence, Sidney, Australia, Morgan Kaufmann
    • J.D. Kelly and L. Davis. A hybrid genetic algorithm for classification. In Proceedings of the Twelveth International Joint Conference on Artificial Intelligence, pages 645-650, Sidney, Australia, 1991. Morgan Kaufmann.
    • (1991) , pp. 645-650
    • Kelly, J.D.1    Davis, L.2
  • 70
    • 0001577032 scopus 로고
    • Hybridizing the genetic algorithm and the k-nearest neighbors classification algorithm
    • In Proceedings of the Fourth International Conference on Genetic Algorithms, San Diego, CA, Morgan Kaufmann
    • J.D. Kelly and L. Davis. Hybridizing the genetic algorithm and the k-nearest neighbors classification algorithm. In Proceedings of the Fourth International Conference on Genetic Algorithms, pages 377-383, San Diego, CA, 1991. Morgan Kaufmann.
    • (1991) , pp. 377-383
    • Kelly, J.D.1    Davis, L.2
  • 71
    • 0029546367 scopus 로고
    • The performance of hybridized algorithm of genetic algorithm simulated annealing and tabu search for thermal unit maintenance scheduling
    • In 2nd IEEE Con$ on Evolutionary Computation ICEC'95, Perth, Australia, Dec
    • H. Kim, Y. Hayashi, and K. Nara. The performance of hybridized algorithm of genetic algorithm simulated annealing and tabu search for thermal unit maintenance scheduling. In 2nd IEEE Con$ on Evolutionary Computation ICEC'95, pages 114-119, Perth, Australia, Dec 1995.
    • (1995) , pp. 114-119
    • Kim, H.1    Hayashi, Y.2    Nara, K.3
  • 72
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • May
    • S. Kirkpatrick, C. D. Gelatt, and M. P. Vecchi. Optimization by simulated annealing. Science, 220(4598):671-680, May 1983.
    • (1983) Science , vol.220 , Issue.4598 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 73
    • 0003747782 scopus 로고
    • Parallel genetic programming on a network of transputers
    • Technical Report CS-TR-95-1542, Stanford University
    • J. Koza and D. Andre. Parallel genetic programming on a network of transputers. Technical Report CS-TR-95-1542, Stanford University, 1995.
    • (1995)
    • Koza, J.1    Andre, D.2
  • 74
    • 0004139833 scopus 로고
    • Geneticprogramming
    • MIT Press, Cambridge, USA
    • J. R. Koza. Geneticprogramming. MIT Press, Cambridge, USA, 1992.
    • (1992)
    • Koza, J.R.1
  • 75
    • 0006735457 scopus 로고
    • Parallel genetic packing of rectangles
    • In H-P. Schwefel and R. Manner, editors, Dortmund, Germany, Oct, Springer-Verlag
    • B. Kroger, P. Schwenderling, and O. Vornberger. Parallel genetic packing of rectangles. In H-P. Schwefel and R. Manner, editors, Parallel Problem solving f;om nature, volume 496 of LNCS, pages 160-164, Dortmund, Germany, Oct 1990. Springer-Verlag.
    • (1990) Parallel Problem solving f;om nature, volume 496 of LNCS , pp. 160-164
    • Kroger, B.1    Schwenderling, P.2    Vornberger, O.3
  • 76
    • 0000894002 scopus 로고
    • Genetic paclung of rectangles on transputers
    • In P. Welch et al., editor, 10s Press
    • B. Kroger, P. Schwenderling, and O. Vornberger. Genetic paclung of rectangles on transputers. In P. Welch et al., editor, Transputing 91. 10s Press, 1991.
    • (1991) Transputing 91
    • Kroger, B.1    Schwenderling, P.2    Vornberger, O.3
  • 77
    • 26344468142 scopus 로고
    • Methodes d 'analyse d'algorithmes d 'optimisation stochastiques a 1 'aide d 'algorithmes gendtiques
    • PhD thesis, Ecole Nationale Superieure des TClCcommunications, Paris, France, Dec
    • M. Krueger. Methodes d 'analyse d'algorithmes d 'optimisation stochastiques a 1 'aide d 'algorithmes gendtiques. PhD thesis, Ecole Nationale Superieure des TClCcommunications, Paris, France, Dec 1993.
    • (1993)
    • Krueger, M.1
  • 78
    • 1842579147 scopus 로고    scopus 로고
    • Scatter Search. Methodology and Implementations in C
    • Kluwer Academic Publishers, Boston MA
    • M. Laguna and R. Marti. Scatter Search. Methodology and Implementations in C. Kluwer Academic Publishers, Boston MA, 2003.
    • (2003)
    • Laguna, M.1    Marti, R.2
  • 79
    • 0041481252 scopus 로고    scopus 로고
    • Estimation of Distribution Algorithms. A New Tool for Evolutionavy Computation
    • Kluwer Academic Publishers, Boston MA
    • P. Larraiiaga and J.A. Lozano. Estimation of Distribution Algorithms. A New Tool for Evolutionavy Computation. Kluwer Academic Publishers, Boston MA, 2001.
    • (2001)
    • Larraiiaga, P.1    Lozano, J.A.2
  • 80
    • 84990647240 scopus 로고
    • Partitioning a graph with parallel genetic algorithm
    • In H-P. Schwefel and R. Manner, editors, Dortmund, Germany, Oct, Springer-Verlag
    • G. Von Laszewski and H. Muhlenbein. Partitioning a graph with parallel genetic algorithm. In H-P. Schwefel and R. Manner, editors, Parallel Problem solving from nature, volume 496 of LNCS, pages 165-169, Dortmund, Germany, Oct 1990. Springer-Verlag.
    • (1990) Parallel Problem solving from nature, volume 496 of LNCS , pp. 165-169
    • Von Laszewski, G.1    Muhlenbein, H.2
  • 81
    • 0003558735 scopus 로고
    • Combinatorial optimization: Networks and matroids
    • Holt, Rinehart and Winston, USA
    • E. L. Lawler. Combinatorial optimization: Networks and matroids. Holt, Rinehart and Winston, USA, 1976.
    • (1976)
    • Lawler, E.L.1
  • 82
    • 0009989474 scopus 로고
    • Efficient parallelization of simulated annealing using multiple markov chains: An application to graph partitioning
    • In T. N. Mudge, editor, CRC Press
    • K-G. Lee and S-Y. Lee. Efficient parallelization of simulated annealing using multiple markov chains: An application to graph partitioning. In T. N. Mudge, editor, Int. Con$ on Parallel Processing, pages 177-180. CRC Press, 1992.
    • (1992) Int. Con$ on Parallel Processing , pp. 177-180
    • Lee, K.-G.1    Lee, S.-Y.2
  • 83
    • 0003417346 scopus 로고    scopus 로고
    • A parallel genetic algorithm ,for the set partitioning problem
    • PhD thesis, Argonne National Laboratory, Illinois Institute of Technology, Argonne, USA, May
    • D. Levine. A parallel genetic algorithm ,for the set partitioning problem. PhD thesis, Argonne National Laboratory, Illinois Institute of Technology, Argonne, USA, May 1994.
    • (1994)
    • Levine, D.1
  • 84
    • 0003417346 scopus 로고    scopus 로고
    • A parallel genetic algorithm for the set partitioning problem
    • In I.H. Osman and J.P. Kelly, editors, Kluwer Academic Publishers
    • D. Levine. A parallel genetic algorithm for the set partitioning problem. In I.H. Osman and J.P. Kelly, editors, Meta-Heuristics: Theory & Applications, pages 23-35. Kluwer Academic Publishers, 1996.
    • (1996) Meta-Heuristics: Theory & Applications , pp. 23-35
    • Levine, D.1
  • 86
  • 87
    • 0029184315 scopus 로고
    • Parallel recombinative simulated annealing:A genetic algorithm
    • S. W. Mahfoud and D. E. Goldberg. Parallel recombinative simulated annealing:A genetic algorithm. Parallel computing, 21: 1-28, 1995.
    • (1995) Parallel computing , vol.21 , pp. 1-28
    • Mahfoud, S.W.1    Goldberg, D.E.2
  • 88
    • 0042217254 scopus 로고
    • Serial and parallel simulated annealing and tabu search algorithms for the traveling salesman problem
    • M. Malek, M. Guruswamy, M. Pandya, and H. Owens. Serial and parallel simulated annealing and tabu search algorithms for the traveling salesman problem. Annals of Operations Research, 21 :59-84, 1989.
    • (1989) Annals of Operations Research , vol.21 , pp. 59-84
    • Malek, M.1    Guruswamy, M.2    Pandya, M.3    Owens, H.4
  • 89
    • 0038136583 scopus 로고    scopus 로고
    • A multiple objective ant-q algorithm for the design of water distribution irrigation networks
    • In First International Workshop on Ant Colony Optimization ANTS '98, Bruxelles, Belgique, Oct
    • C. E. Mariano and E. Morales. A multiple objective ant-q algorithm for the design of water distribution irrigation networks. In First International Workshop on Ant Colony Optimization ANTS '98, Bruxelles, Belgique, Oct 1998.
    • (1998)
    • Mariano, C.E.1    Morales, E.2
  • 90
    • 0012703811 scopus 로고    scopus 로고
    • Combining simulated annealing with local search heuristics
    • O. C. Martin and S. W. Otto. Combining simulated annealing with local search heuristics. Annals of Operations Research, 6357-75, 1996.
    • (1996) Annals of Operations Research , pp. 6357-6375
    • Martin, O.C.1    Otto, S.W.2
  • 91
    • 0001463650 scopus 로고
    • Large-step markov chains for the TSP:Incorporating local search heuristics
    • O. C. Martin, S. W. Otto, and E. W. Felten. Large-step markov chains for the TSP:Incorporating local search heuristics. Operation Research Letters, 11 :219-224, 1992.
    • (1992) Operation Research Letters , vol.11 , pp. 219-224
    • Martin, O.C.1    Otto, S.W.2    Felten, E.W.3
  • 92
    • 0002396899 scopus 로고
    • A hierarchy of evolution programs: An experimental study
    • Z. Michalewicz. A hierarchy of evolution programs: An experimental study. Evolutionary Computation, 1(1):51-76, 1993.
    • (1993) Evolutionary Computation , vol.1 , Issue.1 , pp. 51-76
    • Michalewicz, Z.1
  • 93
    • 84878599655 scopus 로고    scopus 로고
    • Decoders
    • In T. Back, D.B. Fogel, and Z. Michalewicz, editors, C5.3, Institute of Physics Publishing and Oxford University Press, Bristol, New York
    • Z. Michalewicz. Decoders. In T. Back, D.B. Fogel, and Z. Michalewicz, editors, Handbook of Evolutionary Computation, pages C5.3: 1-3. Institute of Physics Publishing and Oxford University Press, Bristol, New York, 1997.
    • (1997) Handbook of Evolutionary Computation , pp. 1-3
    • Michalewicz, Z.1
  • 94
    • 0000743347 scopus 로고
    • Training feedforward neural networks using genetic algorithms
    • In Proceedings of the Eleventh International Joint Conference on Artificial Intelligence, San Mateo, CA, Morgan Kaufmann
    • D. Montana and L. Davis. Training feedforward neural networks using genetic algorithms. In Proceedings of the Eleventh International Joint Conference on Artificial Intelligence, pages 762-767, San Mateo, CA, 1989. Morgan Kaufmann.
    • (1989) , pp. 762-767
    • Montana, D.1    Davis, L.2
  • 95
    • 0003603223 scopus 로고
    • On Evolution, Search, Optimization, Genetic Algorithms and Martial Arts: Towards Memetic Algorithms
    • Technical Report Caltech Concurrent Computation Program, Report. 826, California Institute of Technology, Pasadena, California, USA
    • P. Moscato. On Evolution, Search, Optimization, Genetic Algorithms and Martial Arts: Towards Memetic Algorithms. Technical Report Caltech Concurrent Computation Program, Report. 826, California Institute of Technology, Pasadena, California, USA, 1989.
    • (1989)
    • Moscato, P.1
  • 96
    • 0002345223 scopus 로고    scopus 로고
    • Memetic algorithms: A short introduction
    • In D. Corne, M. Dorigo, and F. Glover, editors, McGraw-Hill
    • P. Moscato. Memetic algorithms: A short introduction. In D. Corne, M. Dorigo, and F. Glover, editors, New Ideas in Optimization, pages 219-234. McGraw-Hill, 1999.
    • (1999) New Ideas in Optimization , pp. 219-234
    • Moscato, P.1
  • 97
    • 0242655516 scopus 로고    scopus 로고
    • A gentle introduction to memetic algorithms
    • In F. Glover and G. Kochenberger, editors, Kluwer Academic Publishers, Boston MA
    • P. Moscato and C. Cotta. A gentle introduction to memetic algorithms. In F. Glover and G. Kochenberger, editors, Handbook of Metaheuristics, pages 105-144. Kluwer Academic Publishers, Boston MA, 2003.
    • (2003) Handbook of Metaheuristics , pp. 105-144
    • Moscato, P.1    Cotta, C.2
  • 98
    • 33845532853 scopus 로고    scopus 로고
    • Memetic algorithms
    • In G.C. Onwubolu and B.V. Babu, editors, Springer-Verlag, Berlin Heidelberg
    • P. Moscato, C. Cotta, and A. Mendes. Memetic algorithms. In G.C. Onwubolu and B.V. Babu, editors, New Optimization Techniques in Engineering, pages 53-85. Springer-Verlag, Berlin Heidelberg, 2004.
    • (2004) New Optimization Techniques in Engineering , pp. 53-85
    • Moscato, P.1    Cotta, C.2    Mendes, A.3
  • 99
    • 0002595027 scopus 로고
    • A memetic approach for the traveling salesman problem: Implementation of a computational ecology for combinatorial optimization on message-passing systems
    • In M. Valero, E. Onate, M. Jane, J.L. Lamba, and B. Suarez, editors, 10s Press, Amsterdam
    • P. Moscato and M.G. Norman. A memetic approach for the traveling salesman problem: Implementation of a computational ecology for combinatorial optimization on message-passing systems. In M. Valero, E. Onate, M. Jane, J.L. Lamba, and B. Suarez, editors, Parallel Computing and Transputer Applications, pages 187-194. 10s Press, Amsterdam, 1992.
    • (1992) Parallel Computing and Transputer Applications , pp. 187-194
    • Moscato, P.1    Norman, M.G.2
  • 101
    • 0026224611 scopus 로고
    • The parallel genetic algorithm as function optimizer
    • H. Muhlenbein, M. Schomisch, and J. Born. The parallel genetic algorithm as function optimizer. Parallel Computing, 17: 619-632, 1991.
    • (1991) Parallel Computing , vol.17 , pp. 619-632
    • Muhlenbein, H.1    Schomisch, M.2    Born, J.3
  • 102
    • 0003378748 scopus 로고    scopus 로고
    • Edge assembly crossover: A high-power genetic algorithm for the traveling salesman problem
    • In T. Back, editor, Proceedings of the Seventh International Conference on Genetic Algorithms, East Lansing, EUA, San Mateo, CA, Morgan Kaufmann
    • Y. Nagata and S. Kobayashl. Edge assembly crossover: A high-power genetic algorithm for the traveling salesman problem. In T. Back, editor, Proceedings of the Seventh International Conference on Genetic Algorithms, East Lansing, EUA, pages 450-457, San Mateo, CA, 1997. Morgan Kaufmann.
    • (1997) , pp. 450-457
    • Nagata, Y.1    Kobayashl, S.2
  • 103
    • 0030680675 scopus 로고    scopus 로고
    • A parallel tabu search algorithm for the 0-1 multidimensional knapsack problem
    • In Int. Parallel Processing Symposium, Geneva, Switzerland, IEEE Society
    • S. Niar and A. Freville. A parallel tabu search algorithm for the 0-1 multidimensional knapsack problem. In Int. Parallel Processing Symposium, Geneva, Switzerland, 1997. IEEE Society.
    • (1997)
    • Niar, S.1    Freville, A.2
  • 104
    • 0022735890 scopus 로고
    • Blackboard systems, part one: The blackboard model of problem solving and the evolution of blackboard architectures
    • H.P. Nii. Blackboard systems, part one: The blackboard model of problem solving and the evolution of blackboard architectures. AIMagazine, 7(2): 38-53, 1986.
    • (1986) AIMagazine , vol.7 , Issue.2 , pp. 38-53
    • Nii, H.P.1
  • 105
    • 0028208117 scopus 로고
    • Solving the quadratic assignment problem with clues from nature
    • Jan
    • V. Nissen. Solving the quadratic assignment problem with clues from nature. IEEE Transactions on Neural Networks, 5(1):66-72, Jan 1994.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.1 , pp. 66-72
    • Nissen, V.1
  • 106
    • 34547351748 scopus 로고
    • A competitive and cooperative approach to complex combinatorial search. Technical Report Caltech Concurrent Computation Program
    • Report. 790, California Institute of Technology, Pasadena, California. USA, 1989. Expanded version published at the Proceedings of the 20th Informatics and Operations Research Meeting, Buenos Aires (20th JAIIO), Aug.
    • M.G. Norman and P. Moscato. A competitive and cooperative approach to complex combinatorial search. Technical Report Caltech Concurrent Computation Program, Report. 790, California Institute of Technology, Pasadena, California. USA, 1989. Expanded version published at the Proceedings of the 20th Informatics and Operations Research Meeting, Buenos Aires (20th JAIIO), Aug. 1991, pp. 3.15-3.29.
    • (1991)
    • Norman, M.G.1    Moscato, P.2
  • 107
    • 0029545557 scopus 로고
    • Hybridized crossover-based techniques for program discovery
    • In IEEE Int. Con$ on Evolutionary Computation ICEC'95, Perth, Australia, Dec
    • U-M. O'Reilly and F. Oppacher. Hybridized crossover-based techniques for program discovery. In IEEE Int. Con$ on Evolutionary Computation ICEC'95, pages 573-578, Perth, Australia, Dec 1995.
    • (1995) , pp. 573-578
    • O'Reilly, U.-M.1    Oppacher, F.2
  • 109
    • 0003725604 scopus 로고
    • Combinatorial Optimization: Algorithms and Complexity
    • Prentice-Hall
    • C. H. Papadimitriou and K. Steiglitz. Combinatorial Optimization: Algorithms and Complexity. Prentice-Hall, 1982.
    • (1982)
    • Papadimitriou, C.H.1    Steiglitz, K.2
  • 110
    • 0030676125 scopus 로고    scopus 로고
    • Parallel "go with the winners algorithms" in the LogP Model
    • In IEEE Computer Society Press, editor, Proceedings of the 11th International Parallel Processing Symposium, Los Alamitos, California
    • M. Peinado and T. Lengauer. Parallel "go with the winners algorithms" in the LogP Model. In IEEE Computer Society Press, editor, Proceedings of the 11th International Parallel Processing Symposium, pages 656-664. Los Alamitos, California, 1997.
    • (1997) , pp. 656-664
    • Peinado, M.1    Lengauer, T.2
  • 111
    • 0002573126 scopus 로고
    • A parallel genetic algorithm
    • Proc. of the Second Int. Con[ on Genetic algorithms, MIX Cambridge, July
    • C. B. Pettey, M. R. Leuze, and J. J. Grefenstette. A parallel genetic algorithm. Proc. of the Second Int. Con[ on Genetic algorithms, MIX Cambridge, pages 155-161, July 1987.
    • (1987) , pp. 155-161
    • Pettey, C.B.1    Leuze, M.R.2    Grefenstette, J.J.3
  • 112
    • 0030092577 scopus 로고    scopus 로고
    • Parallel tabu search message-passing synchronous strategies for task scheduling under precedence constraints
    • S. C. S. Porto and C. Ribeiro. Parallel tabu search message-passing synchronous strategies for task scheduling under precedence constraints. Journal of Heuristics, 1(2): 207-223, 1996.
    • (1996) Journal of Heuristics , vol.1 , Issue.2 , pp. 207-223
    • Porto, S.C.S.1    Ribeiro, C.2
  • 113
    • 0003224742 scopus 로고    scopus 로고
    • Structure prediction of benzene clusters using a genetic algorithm
    • W.J. Pullan. Structure prediction of benzene clusters using a genetic algorithm. Journal of Chemical Information and Computer Sciences, 37(6): 1189-1193, 1997.
    • (1997) Journal of Chemical Information and Computer Sciences , vol.37 , Issue.6 , pp. 1189-1193
    • Pullan, W.J.1
  • 114
    • 0003032328 scopus 로고
    • Fitness Variance of Formae and Performance Prediction
    • In L.D. Whitley and M.D. Vose, editors, San Francisco, Morgan Kaufmann
    • N.J. Radcliffe and P.D. Suny. Fitness Variance of Formae and Performance Prediction. In L.D. Whitley and M.D. Vose, editors, Proceedings of the Third Workshop on Foundations of Genetic Algorithms, pages 51-72, San Francisco, 1994. Morgan Kaufmann.
    • (1994) Proceedings of the Third Workshop on Foundations of Genetic Algorithms , pp. 51-72
    • Radcliffe, N.J.1    Suny, P.D.2
  • 115
    • 0003502414 scopus 로고
    • Evolutionsstrategie : Optimierung technischer systeme nach prizipien der biologischen evolution
    • Formann-Holzboog Verlag, Stuttgart, Germany, Scientific Publications, Oxford, UK
    • I. Rechenberg. Evolutionsstrategie : Optimierung technischer systeme nach prizipien der biologischen evolution. Formann-Holzboog Verlag, Stuttgart, Germany, 1973. Scientific Publications, Oxford, UK, 1993.
    • (1973)
    • Rechenberg, I.1
  • 116
    • 0003807234 scopus 로고
    • Modern heuristic techniques for combinatorialproblems
    • Black Scientific Publications, Oxford, UK
    • C. R. Reeves. Modern heuristic techniques for combinatorialproblems. Black Scientific Publications, Oxford, UK, 1993.
    • (1993)
    • Reeves, C.R.1
  • 117
    • 0001471728 scopus 로고    scopus 로고
    • A parallel tabu search algorithm for the vehicle routing problem
    • In I. H. Osman and J. P. Kelly, editors, Kluwer, Nonvell, MA, USA
    • C. Rego and C. Roucairol. A parallel tabu search algorithm for the vehicle routing problem. In I. H. Osman and J. P. Kelly, editors, Meta-Heuristics:Theoly and Applications, pages 253-295. Kluwer, Nonvell, MA, USA, 1996.
    • (1996) Meta-Heuristics:Theoly and Applications , pp. 253-295
    • Rego, C.1    Roucairol, C.2
  • 118
    • 0022953950 scopus 로고
    • Fast, high quality VLSI placement on a MIMD multiprocessor
    • In IEEE Int. Conf on Computer-Aided Design, Santa Clara, Nov
    • J. S. Rose, D. R. Blythe, W. M. Snelgrove, and Z. G. Vranecic. Fast, high quality VLSI placement on a MIMD multiprocessor. In IEEE Int. Conf on Computer-Aided Design, pages 42-45, Santa Clara, Nov 1986.
    • (1986) , pp. 42-45
    • Rose, J.S.1    Blythe, D.R.2    Snelgrove, W.M.3    Vranecic, Z.G.4
  • 119
    • 0038192557 scopus 로고    scopus 로고
    • Representations for Genetic and Evolutionaly Algorithms. Studies in Fuzziness and Soft Computing
    • Physica-Verlag, Heidelberg New York
    • F. Rothlauf, Representations for Genetic and Evolutionaly Algorithms. Studies in Fuzziness and Soft Computing. Physica-Verlag, Heidelberg New York, 2002.
    • (2002)
    • Rothlauf, F.1
  • 120
    • 0022471098 scopus 로고
    • Learning representations by backpropagating errors
    • D.E. Rumelhart, G.E. Hinton, and R.J. Williams. Learning representations by backpropagating errors. Nature, 323 : 533-536, 1986.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 121
    • 0025430950 scopus 로고
    • A genetic approach to standard cell placement using meta-genetic parameter optimization
    • May
    • K. Shahookar and P. Mazumder. A genetic approach to standard cell placement using meta-genetic parameter optimization. IEEE Trans. on Computer-Aided Design, 9(5):500-511, May 1990.
    • (1990) IEEE Trans. on Computer-Aided Design , vol.9 , Issue.5 , pp. 500-511
    • Shahookar, K.1    Mazumder, P.2
  • 122
    • 0346733284 scopus 로고
    • Dynamic complex systems: A new approach to parallel computing in computational physics
    • Technical Report TR-CS-95-08, University of Amsterdam, Netherlands
    • P. M. Sloot, J. A. Kandorp, and A. Schoneveld. Dynamic complex systems: A new approach to parallel computing in computational physics. Technical Report TR-CS-95-08, University of Amsterdam, Netherlands, 1995.
    • (1995)
    • Sloot, P.M.1    Kandorp, J.A.2    Schoneveld, A.3
  • 123
    • 0026930899 scopus 로고
    • New search spaces for sequencing problems with application to job-shop scheduling
    • R.H. Storer, S.D. Wu, and R. Vaccari. New search spaces for sequencing problems with application to job-shop scheduling. Management Science, 38: 1495-1509, 1992.
    • (1992) Management Science , vol.38 , pp. 1495-1509
    • Storer, R.H.1    Wu, S.D.2    Vaccari, R.3
  • 124
    • 0003386121 scopus 로고    scopus 로고
    • The MAX-MIN ant system and local search for combinatorial optimization problems: Towards adaptive tools for global optimization
    • In 2nd Int. Conf on Metaheuristics, Sophia Antipolis, France, July, INRIA
    • T. Stutzle and H. H. Hoos. The MAX-MIN ant system and local search for combinatorial optimization problems: Towards adaptive tools for global optimization. In 2nd Int. Conf on Metaheuristics, pages 191-193, Sophia Antipolis, France, July 1997. INRIA.
    • (1997) , pp. 191-193
    • Stutzle, T.1    Hoos, H.H.2
  • 125
    • 0001954542 scopus 로고
    • Incorporating heuristic information into genetic search
    • In 2rd Int. Con$ Genetic Algorithms, Lawrence Erlbaum Associates, USA
    • J. Y. Suh and D. Van Gucht. Incorporating heuristic information into genetic search. In 2rd Int. Con$ Genetic Algorithms, pages 100-107. Lawrence Erlbaum Associates, USA, 1987.
    • (1987) , pp. 100-107
    • Suh, J.Y.1    Van Gucht, D.2
  • 126
    • 33845512751 scopus 로고
    • Parallel iterative search methods for vehicle routing problem
    • E. Taillard. Parallel iterative search methods for vehicle routing problem. Networks, 23: 661-673, 1993.
    • (1993) Networks , vol.23 , pp. 661-673
    • Taillard, E.1
  • 127
    • 0037891981 scopus 로고    scopus 로고
    • Adaptive memories for the quadratic assignment problem
    • Technical Report 87-97, IDSIA, Lugano, Switzerland
    • E. D. Taillard and L. Gambardella. Adaptive memories for the quadratic assignment problem. Technical Report 87-97, IDSIA, Lugano, Switzerland, 1997.
    • (1997)
    • Taillard, E.D.1    Gambardella, L.2
  • 128
    • 0036723306 scopus 로고    scopus 로고
    • A taxonomy of hybrid metaheuristics
    • E.-G. Talbi. A taxonomy of hybrid metaheuristics. Journal of Heuristics, 8(5):541-564,2002.
    • (2002) Journal of Heuristics , vol.8 , Issue.5 , pp. 541-564
    • Talbi, E.-G.1
  • 129
    • 84882356080 scopus 로고
    • Hybridation des algorithmes genetiques avec la recherche tabou
    • In Evolution Artificielle EA94, Toulouse, France, Sep
    • E. G. Talbi, T. Muntean, and I. Samarandache. Hybridation des algorithmes genetiques avec la recherche tabou. In Evolution Artificielle EA94, Toulouse, France, Sep 1994.
    • (1994)
    • Talbi, E.G.1    Muntean, T.2    Samarandache, I.3
  • 130
    • 0032294890 scopus 로고    scopus 로고
    • Asynchronous teams:Cooperation schemes for autonomous agents
    • S. Talukdar, L. Baerentzen, A. Gove, and P. de Souza. Asynchronous teams:Cooperation schemes for autonomous agents. Journal of Heuristics, 4(4):295-321,1998.
    • (1998) Journal of Heuristics , vol.4 , Issue.4 , pp. 295-321
    • Talukdar, S.1    Baerentzen, L.2    Gove, A.3    De Souza, P.4
  • 131
  • 132
    • 0002498667 scopus 로고
    • Parallel genetic algorithms for a hypercube
    • MIZ Cambridge, MA, USA, July
    • R. Tanese. Parallel genetic algorithms for a hypercube. Proc. ofthe Second Int. Conf: on Genetic algorithms, MIZ Cambridge, MA, USA, pages 177-183, July '1987.
    • (1987) Proc. ofthe Second Int. Conf: on Genetic algorithms , pp. 177-183
    • Tanese, R.1
  • 133
    • 0000949659 scopus 로고
    • Some experiences on solving multiconstraint zero-one knapsack problems with genetic algorithms
    • Nov
    • J. Thiel and S. Voss. Some experiences on solving multiconstraint zero-one knapsack problems with genetic algorithms. INFOR, 32(4):226-242, Nov 1994.
    • (1994) INFOR , vol.32 , Issue.4 , pp. 226-242
    • Thiel, J.1    Voss, S.2
  • 134
  • 135
    • 78651572097 scopus 로고
    • Modelling and simulation of distributed evolutionary search processes for function optimization
    • In H-P. Schwefel and R. Manner, editors, Dortmund, Germany, Oct, Springer-Verlag
    • H-M. Voigt, J. Born, and I. Santibanez-Koref. Modelling and simulation of distributed evolutionary search processes for function optimization. In H-P. Schwefel and R. Manner, editors, Parallel Problem solving from nature, volume 496 of LNCS, pages 373-380, Dortmund, Germany, Oct 1990. Springer-Verlag.
    • (1990) Parallel Problem solving from nature, volume 496 of LNCS , pp. 373-380
    • Voigt, H.-M.1    Born, J.2    Santibanez-Koref, I.3
  • 136
    • 84889356593 scopus 로고
    • Network optimizationproblems, chapter Tabu search: Applications and prospects
    • World Scientific, USA
    • S. Voss. Network optimizationproblems, chapter Tabu search: Applications and prospects, pages 333-353. World Scientific, USA, 1993.
    • (1993) , pp. 333-353
    • Voss, S.1
  • 137
    • 0029546365 scopus 로고
    • Molecular binding: A case study of the population-based annealing genetic algorithms
    • In IEEE Int. Con$ on Evolutionary Computation ICEC'95, Perth, Australia, Dec
    • L-H. Wang, C-Y. Kao, M. Ouh-young, and W-C. Chen. Molecular binding: A case study of the population-based annealing genetic algorithms. In IEEE Int. Con$ on Evolutionary Computation ICEC'95, pages 50-55, Perth, Australia, Dec 1995.
    • (1995) , pp. 50-55
    • Wang, L.-H.1    Kao, C.-Y.2    Ouh-young, M.3    Chen, W.-C.4
  • 138
    • 84947922356 scopus 로고    scopus 로고
    • Functions as permutations: Implications for no free lunch, walsh analysis and summary statistics
    • In Marc Schoenauer, Kalyanmoy Deb, Gunter Rudolph, Xin Yao, Evelyne Lutton, Juan Julian Merelo, and Hans-Paul Schwefel, editors, Berlin, Springer
    • D. Whitley. Functions as permutations: Implications for no free lunch, walsh analysis and summary statistics. In Marc Schoenauer, Kalyanmoy Deb, Gunter Rudolph, Xin Yao, Evelyne Lutton, Juan Julian Merelo, and Hans-Paul Schwefel, editors, Parallel Problem Solving from Nature-PPSN VI, pages 169-178, Berlin, 2000. Springer.
    • (2000) Parallel Problem Solving from Nature-PPSN VI , pp. 169-178
    • Whitley, D.1
  • 140
    • 0002006059 scopus 로고    scopus 로고
    • Combining genetic algorithm and simulated annealing: a molecular geometry optimization study
    • C.R. Zacharias, M.R. Lemes, and A.D. Pino. Combining genetic algorithm and simulated annealing: a molecular geometry optimization study. THEOCHEM Journal ofMolecular Structure, 430(29-39), 1998.
    • (1998) THEOCHEM Journal ofMolecular Structure , vol.430 , Issue.29-39
    • Zacharias, C.R.1    Lemes, M.R.2    Pino, A.D.3


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