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Volumn 21, Issue 3, 2006, Pages

Reviews of the meta-heuristic algorithms for TSP

Author keywords

Ant colony algorithm; Genetic algorithm; Particle swarm optimization; Simulated annealing; Tabu search; TSP

Indexed keywords

GENETIC ALGORITHMS; HEURISTIC METHODS; NEURAL NETWORKS; OPTIMIZATION; SIMULATED ANNEALING;

EID: 33646345150     PISSN: 10010920     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (43)

References (53)
  • 4
    • 0015604699 scopus 로고
    • An effective heuristic algorithm for the traveling salesman problem
    • Lin S, Kernighan B W. An Effective Heuristic Algorithm for the Traveling Salesman Problem[J]. Operational Research, 1973, 21(2): 486-515.
    • (1973) Operational Research , vol.21 , Issue.2 , pp. 486-515
    • Lin, S.1    Kernighan, B.W.2
  • 6
    • 0002472452 scopus 로고
    • Genetic algorithms and the optimal allocation of trials
    • Holland J H. Genetic Algorithms and the Optimal Allocation of Trials[J]. SIAM J Comput, 1973: 2(2): 89-104.
    • (1973) SIAM J Comput , vol.2 , Issue.2 , pp. 89-104
    • Holland, J.H.1
  • 7
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • Kirkpatrick S, Gelatt J C D, Vecchi M P. Optimization by Simulated Annealing[J]. Science, 1983, 220(4596): 671-680.
    • (1983) Science , vol.220 , Issue.4596 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, J.C.D.2    Vecchi, M.P.3
  • 8
    • 0022865373 scopus 로고
    • Future paths for integer programming and links to artifical intelligence
    • Glover F. Future Paths for Integer Programming and Links to Artifical Intelligence[J]. Computers and Operations Research, 1986, 13(5): 533-549.
    • (1986) Computers and Operations Research , vol.13 , Issue.5 , pp. 533-549
    • Glover, F.1
  • 9
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • Hopfield J J. Neural Networks and Physical Systems with Emergent Collective Computational Abilities[J]. Proc of the National Academy of Science, 1982, 79(4): 2554-2558.
    • (1982) Proc of the National Academy of Science , vol.79 , Issue.4 , pp. 2554-2558
    • Hopfield, J.J.1
  • 15
    • 0038546313 scopus 로고    scopus 로고
    • An ant colony system hybridized with a new local search for the sequential ordering problem
    • Gambardella L M, Dorigo M. An Ant Colony System Hybridized with a New Local Search for the Sequential Ordering Problem[J]. INFORMS J on Computing, 2000, 12(3): 237-255.
    • (2000) INFORMS J on Computing , vol.12 , Issue.3 , pp. 237-255
    • Gambardella, L.M.1    Dorigo, M.2
  • 16
    • 0033738317 scopus 로고    scopus 로고
    • A graph-based ant system and its convergence
    • Gutjahr W J. A Graph-based Ant System and Its Convergence[J]. Future Generation Computer System, 2000, 16(8): 873-888.
    • (2000) Future Generation Computer System , vol.16 , Issue.8 , pp. 873-888
    • Gutjahr, W.J.1
  • 17
    • 0036085326 scopus 로고    scopus 로고
    • A new approach for solving large traveling salesman problem using evolution ant rules
    • Honolulu: IEEE Press
    • Tsai C F, Tsai C W. A New Approach for Solving Large Traveling Salesman Problem Using Evolution Ant Rules[J]. Neural Networks, IJCNN 2002, Proc of the 2002 Int'l Joint Conf on[C]. Honolulu: IEEE Press, 2002, 2: 1540-1545.
    • (2002) Proc of the 2002 Int'l Joint Conf on Neural Networks, IJCNN 2002 , vol.2 , pp. 1540-1545
    • Tsai, C.F.1    Tsai, C.W.2
  • 20
    • 0042663594 scopus 로고    scopus 로고
    • An ant colony algorithm based partition algorithm for TSP
    • Wu B, Shi Z Z. An Ant Colony Algorithm Based Partition Algorithm for TSP[J]. Chinese J Computers, 2001, 24(12): 1328-1333.
    • (2001) Chinese J Computers , vol.24 , Issue.12 , pp. 1328-1333
    • Wu, B.1    Shi, Z.Z.2
  • 22
    • 0001164172 scopus 로고
    • Alleles, loci and the traveling salesman problem
    • Pittsburgh: Pittsbrugh P A Carnegie Mellon University
    • Goldberg D E. Alleles, Loci and the Traveling Salesman Problem[J]. Proc of the 1st Int Conf on Genetic Algorithms and Their Applications[C]. Pittsburgh: Pittsbrugh P A Carnegie Mellon University, 1985: 154-159.
    • (1985) Proc of the 1st Int Conf on Genetic Algorithms and Their Applications , pp. 154-159
    • Goldberg, D.E.1
  • 24
    • 0003722376 scopus 로고
    • Genetic algorithms in search, optimization and machine learning
    • MA: Addison Wesley Reading
    • Goldberg D E. Genetic Algorithms in Search, Optimization and Machine Learning[A]. MA: Addison Wesley Reading, 1989: 1-10.
    • (1989) , pp. 1-10
    • Goldberg, D.E.1
  • 25
    • 33646346204 scopus 로고
    • Crossover on intensive search and traveling salesman problem
    • Japan: Nagoya Institute of Technology
    • Cheng R W, Gen M. Crossover on Intensive Search and Traveling Salesman Problem[A]. Proc of Kith Int Conf on Computer and Industrial Engineering[C]. Japan: Nagoya Institute of Technology, 1994, 7-9: 568-579.
    • (1994) Proc of Kith Int Conf on Computer and Industrial Engineering , vol.7-9 , pp. 568-579
    • Cheng, R.W.1    Gen, M.2
  • 26
    • 33646365974 scopus 로고    scopus 로고
    • Improved genetic algorithm for TSP
    • Tang L X. Improved Genetic Algorithm for TSP[J]. J of Northeastern University, 1999, 20(1): 40-42.
    • (1999) J of Northeastern University , vol.20 , Issue.1 , pp. 40-42
    • Tang, L.X.1
  • 27
    • 26844577205 scopus 로고    scopus 로고
    • A gene-based genetic algorithm for TSP
    • Yang H, Kang L S, Chen Y P. A Gene-based Genetic Algorithm for TSP[J]. Chinese J of Computers, 2003, 26(12): 1753-1758.
    • (2003) Chinese J of Computers , vol.26 , Issue.12 , pp. 1753-1758
    • Yang, H.1    Kang, L.S.2    Chen, Y.P.3
  • 29
    • 0003871636 scopus 로고
    • An analysis of the behaviour of a class of genetic adaptive systems
    • Michigan: University of Michigan, Ann Arbor
    • Dejong K A. An Analysis of the Behaviour of a Class of Genetic Adaptive Systems[D]. Michigan: University of Michigan, Ann Arbor, 1975.
    • (1975)
    • Dejong, K.A.1
  • 30
    • 0001903624 scopus 로고
    • Genetic algorithm with sharing for multimodal function optimization
    • Lawrence Erlbaum
    • Goldberg D E, Richardson J. Genetic Algorithm with Sharing for Multimodal Function Optimization[A]. Proc of the Int Conf on Genetic Algorithms[C]. Lawrence Erlbaum, 1987: 41-49.
    • (1987) Proc of the Int Conf on Genetic Algorithms , pp. 41-49
    • Goldberg, D.E.1    Richardson, J.2
  • 31
    • 5744249209 scopus 로고
    • Equation of state calculations by fast computing machines
    • Metroplois N, Rosenbluth A W, Rosenbulth M N, et al. Equation of State Calculations by Fast Computing Machines[J]. J of Chemical Physica, 1953, 21(6): 1087-1092.
    • (1953) J of Chemical Physica , vol.21 , Issue.6 , pp. 1087-1092
    • Metroplois, N.1    Rosenbluth, A.W.2    Rosenbulth, M.N.3
  • 33
    • 0023315023 scopus 로고
    • Solving quadratic assignment problems by simulated annealing
    • Wilhelm M R, Ward T L. Solving Quadratic Assignment Problems by Simulated Annealing[J]. IEEE Trans, 1987, 19(1): 107-119.
    • (1987) IEEE Trans , vol.19 , Issue.1 , pp. 107-119
    • Wilhelm, M.R.1    Ward, T.L.2
  • 35
    • 0022463446 scopus 로고
    • Convergence of an annealing algorithm
    • Lundy M, Mess A. Convergence of an Annealing Algorithm[J]. Mathematical Programming, 1986, 34(1): 111-124.
    • (1986) Mathematical Programming , vol.34 , Issue.1 , pp. 111-124
    • Lundy, M.1    Mess, A.2
  • 36
    • 0032627631 scopus 로고    scopus 로고
    • An algorithm for traveling salesman problem using deterministic annealing
    • Yang G W, Zheng W M, Wang D X, et al. An Algorithm for Traveling Salesman Problem Using Deterministic Annealing[J]. J of Software, 1999, 10(1): 57-59.
    • (1999) J of Software , vol.10 , Issue.1 , pp. 57-59
    • Yang, G.W.1    Zheng, W.M.2    Wang, D.X.3
  • 37
    • 0011388234 scopus 로고    scopus 로고
    • Using simulated annealing algorithm with search space sharping to solve TSP
    • Gao G H, Shen L C, Chang W S. Using Simulated Annealing Algorithm with Search Space Sharping to Solve TSP[J]. Acta Automation Sinica, 1999, 25(3): 425-428.
    • (1999) Acta Automation Sinica , vol.25 , Issue.3 , pp. 425-428
    • Gao, G.H.1    Shen, L.C.2    Chang, W.S.3
  • 38
    • 0000411214 scopus 로고
    • Tabu search: Part I
    • Glover F. Tabu Search: Part I[J]. ORSA J on Computing, 1989, 1(3): 190-206.
    • (1989) ORSA J on Computing , vol.1 , Issue.3 , pp. 190-206
    • Glover, F.1
  • 39
    • 33646370592 scopus 로고    scopus 로고
    • A group theoretic tabu search approach to the traveling salesman problem
    • Shane N H. A Group Theoretic Tabu Search Approach to the Traveling Salesman Problem[EB/OL]. http://www.au.af.mil/au/database/summaryfile.html, 2002-03-23.
    • (2002)
    • Shane, N.H.1
  • 40
    • 0032046859 scopus 로고    scopus 로고
    • A tabu search heuristic for the undirected selective traveling salesman problem
    • Michel G, Gilbert L, Frederic S. A Tabu Search Heuristic for the Undirected Selective Traveling Salesman Problem[J]. European J of Operational, 1998, 106(1): 539-545.
    • (1998) European J of Operational , vol.106 , Issue.1 , pp. 539-545
    • Michel, G.1    Gilbert, L.2    Frederic, S.3
  • 41
  • 42
    • 0021835689 scopus 로고
    • Neural computation of decision in optimization problem
    • Hopfield J J, Tank D W. Neural Computation of Decision in Optimization Problem[J]. Biol Cybern, 1985, 52(1): 141-152.
    • (1985) Biol Cybern , vol.52 , Issue.1 , pp. 141-152
    • Hopfield, J.J.1    Tank, D.W.2
  • 43
    • 0033223917 scopus 로고    scopus 로고
    • Study on TSP and optimization based on hopfield neural network
    • Wang L, Zheng D Z. Study on TSP and Optimization Based on Hopfield Neural Network[J]. Control and Decision, 1999, 14(6): 670-674.
    • (1999) Control and Decision , vol.14 , Issue.6 , pp. 670-674
    • Wang, L.1    Zheng, D.Z.2
  • 44
    • 0023673835 scopus 로고
    • On the stability of the tsp problem algorithm of hopfield and tank
    • Wilson V, Pawlay G S. On the Stability of the TSP Problem Algorithm of Hopfield and Tank[J]. Biol Cybern, 1988, 58(1): 63-70.
    • (1988) Biol Cybern , vol.58 , Issue.1 , pp. 63-70
    • Wilson, V.1    Pawlay, G.S.2
  • 45
    • 0025894223 scopus 로고
    • Effective neural algorithms for the traveling salesman problem
    • Xu X, Tsai W T. Effective Neural Algorithms for the Traveling Salesman Problem[J]. Neural Network, 1991, 4(1): 193-205.
    • (1991) Neural Network , vol.4 , Issue.1 , pp. 193-205
    • Xu, X.1    Tsai, W.T.2
  • 46
    • 0027047214 scopus 로고
    • Hopfield nets with time-varying energy function for solving the traveling salesman problem
    • Seattle, Washington
    • Wang S, Tsai C M. Hopfield Nets with Time-varying Energy Function for Solving the Traveling Salesman Problem[A]. Int J Conf on Neural Networks[C]. Seattle, Washington, 1991: 807-812.
    • (1991) Int J Conf on Neural Networks , pp. 807-812
    • Wang, S.1    Tsai, C.M.2
  • 47
    • 0025445490 scopus 로고
    • A theoretical investigation into the performance of the hopfield model
    • Aiyer S V B, Niranjan M, Fallside F. A Theoretical Investigation into the Performance of the Hopfield Model[J]. IEEE Trans on Neural Networks, 1990, 1(2): 204-215.
    • (1990) IEEE Trans on Neural Networks , vol.1 , Issue.2 , pp. 204-215
    • Aiyer, S.V.B.1    Niranjan, M.2    Fallside, F.3
  • 49
    • 0010519454 scopus 로고    scopus 로고
    • A gradient ascent learning for hopfield networks
    • Tang Z, Jin H H, Murao K, et al. A Gradient Ascent Learning for Hopfield Networks[J]. Trans of IEICE of Japan, 2000, J83-A(3): 319-331.
    • (2000) Trans of IEICE of Japan , vol.J83-A , Issue.3 , pp. 319-331
    • Tang, Z.1    Jin, H.H.2    Murao, K.3
  • 50
    • 0036620714 scopus 로고    scopus 로고
    • Learning algorithm for solving local minimum problems based on hopfield network
    • Jin H H, Chen J, Tang Z, et al. Learning Algorithm for Solving Local Minimum Problems Based on Hopfield Network[J]. J of Tsinghua University, 2002, 42(6): 731-734.
    • (2002) J of Tsinghua University , vol.42 , Issue.6 , pp. 731-734
    • Jin, H.H.1    Chen, J.2    Tang, Z.3
  • 52
    • 4444303325 scopus 로고    scopus 로고
    • Discrete particle swarm optimization illustrated by the traveling salesman problem
    • Maurice Clerc
    • Maurice Clerc. Discrete Particle Swarm Optimization Illustrated by the Traveling Salesman Problem[DB/OL]. http://www.mauriceclerc.net, 2000.
    • (2000)
  • 53
    • 11844283387 scopus 로고    scopus 로고
    • Solving traveling salesman problem by hybrid particle swarm optimization algorithm
    • Gao S, Han B, Wu X J. et al. Solving Traveling Salesman Problem by Hybrid Particle Swarm Optimization Algorithm[J]. Control and Decision, 2004, 19(11): 1286-1289.
    • (2004) Control and Decision , vol.19 , Issue.11 , pp. 1286-1289
    • Gao, S.1    Han, B.2    Wu, X.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.