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Volumn 23, Issue 4, 2010, Pages 463-472

A hybrid particle swarm optimization algorithm for the vehicle routing problem

Author keywords

Expanding neighborhood search; Metaheuristics; Nature inspired intelligence; Particle swarm optimization; Vehicle routing problem

Indexed keywords

COMBINATORIAL OPTIMIZATION PROBLEMS; COMPUTATIONAL TIME; EFFECTIVE ALGORITHMS; GREEDY RANDOMIZED ADAPTIVE SEARCH PROCEDURE; HYBRID PARTICLE SWARM OPTIMIZATION; HYBRID PARTICLE SWARM OPTIMIZATION ALGORITHM; META HEURISTICS; NEIGHBORHOOD SEARCH; PARTICLE SWARM OPTIMIZATION ALGORITHM; PATH RELINKING; VEHICLE ROUTING PROBLEMS;

EID: 77950517300     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2010.02.002     Document Type: Article
Times cited : (159)

References (64)
  • 1
    • 0000592377 scopus 로고
    • Parallel savings based heuristics for the delivery problem
    • Altinkemer K., and Gavish B. Parallel savings based heuristics for the delivery problem. Operations Research 39 3 (1991) 456-469
    • (1991) Operations Research , vol.39 , Issue.3 , pp. 456-469
    • Altinkemer, K.1    Gavish, B.2
  • 2
    • 0037395316 scopus 로고    scopus 로고
    • A genetic algorithm for the vehicle routing problem
    • Baker B.M., and Ayechew M.A. A genetic algorithm for the vehicle routing problem. Computers and Operations Research 30 5 (2003) 787-800
    • (2003) Computers and Operations Research , vol.30 , Issue.5 , pp. 787-800
    • Baker, B.M.1    Ayechew, M.A.2
  • 3
    • 35448934039 scopus 로고    scopus 로고
    • A review of particle swarm optimization. Part I: background and development
    • Banks A., Vincent J., and Anyakoha C. A review of particle swarm optimization. Part I: background and development. Natural Computing 6 4 (2007) 467-484
    • (2007) Natural Computing , vol.6 , Issue.4 , pp. 467-484
    • Banks, A.1    Vincent, J.2    Anyakoha, C.3
  • 4
    • 39049136085 scopus 로고    scopus 로고
    • A review of particle swarm optimization. Part II: hybridisation, combinatorial, multicriteria and constrained optimization, and indicative applications
    • Banks A., Vincent J., and Anyakoha C. A review of particle swarm optimization. Part II: hybridisation, combinatorial, multicriteria and constrained optimization, and indicative applications. Natural Computing 7 (2008) 109-124
    • (2008) Natural Computing , vol.7 , pp. 109-124
    • Banks, A.1    Vincent, J.2    Anyakoha, C.3
  • 5
    • 0033102291 scopus 로고    scopus 로고
    • A tabu search algorithm for the vehicle routing problem
    • Barbarosoglu G., and Ozgur D. A tabu search algorithm for the vehicle routing problem. Computers and Operations Research 26 (1999) 255-270
    • (1999) Computers and Operations Research , vol.26 , pp. 255-270
    • Barbarosoglu, G.1    Ozgur, D.2
  • 7
    • 0019572346 scopus 로고
    • Classification in vehicle routing and scheduling
    • Bodin L., and Golden B. Classification in vehicle routing and scheduling. Networks 11 (1981) 97-108
    • (1981) Networks , vol.11 , pp. 97-108
    • Bodin, L.1    Golden, B.2
  • 8
    • 0020504118 scopus 로고
    • The state of the art in the routing and scheduling of vehicles and crews
    • Bodin L., Golden B., Assad A., and Ball M. The state of the art in the routing and scheduling of vehicles and crews. Computers and Operations Research 10 (1983) 63-212
    • (1983) Computers and Operations Research , vol.10 , pp. 63-212
    • Bodin, L.1    Golden, B.2    Assad, A.3    Ball, M.4
  • 9
  • 10
    • 0001208905 scopus 로고
    • The vehicle routing problem
    • Christofides N., Mingozzi A., Toth P., and Sandi C. (Eds), Wiley, Chichester
    • Christofides N., Mingozzi A., and Toth P. The vehicle routing problem. In: Christofides N., Mingozzi A., Toth P., and Sandi C. (Eds). Combinatorial Optimization (1979), Wiley, Chichester
    • (1979) Combinatorial Optimization
    • Christofides, N.1    Mingozzi, A.2    Toth, P.3
  • 11
    • 0000419596 scopus 로고
    • Scheduling of vehicles from a central depot to a number of delivery points
    • Clarke G., and Wright J. Scheduling of vehicles from a central depot to a number of delivery points. Operations Research 12 (1964) 568-581
    • (1964) Operations Research , vol.12 , pp. 568-581
    • Clarke, G.1    Wright, J.2
  • 14
  • 17
    • 77950518037 scopus 로고    scopus 로고
    • Desrochers, M., Verhoog, T.W., 1989. A matching based savings algorithm for the vehicle routing problem. Les Cahiers du GERAD G-89-04, Ecole des Hautes Etudes Commerciales de Montreal.
    • Desrochers, M., Verhoog, T.W., 1989. A matching based savings algorithm for the vehicle routing problem. Les Cahiers du GERAD G-89-04, Ecole des Hautes Etudes Commerciales de Montreal.
  • 20
    • 48249148642 scopus 로고
    • Vehicle routing
    • Ball M.O., Magnanti T.L., Momma C.L., and Nemhauser G.L. (Eds), North-Holland, Amsterdam
    • Fisher M.L. Vehicle routing. In: Ball M.O., Magnanti T.L., Momma C.L., and Nemhauser G.L. (Eds). Network Routing, Handbooks in Operations Research and Management Science vol. 8 (1995), North-Holland, Amsterdam 1-33
    • (1995) Network Routing, Handbooks in Operations Research and Management Science , vol.8 , pp. 1-33
    • Fisher, M.L.1
  • 21
    • 0019574134 scopus 로고
    • A generalized assignment heuristic for vehicle routing
    • Fisher M.L., and Jaikumar R. A generalized assignment heuristic for vehicle routing. Networks 11 (1981) 109-124
    • (1981) Networks , vol.11 , pp. 109-124
    • Fisher, M.L.1    Jaikumar, R.2
  • 22
    • 0017150934 scopus 로고
    • An integer programming approach to the vehicle scheduling problem
    • Foster B.A., and Ryan D.M. An integer programming approach to the vehicle scheduling problem. Operations Research 27 (1976) 367-384
    • (1976) Operations Research , vol.27 , pp. 367-384
    • Foster, B.A.1    Ryan, D.M.2
  • 24
    • 0028530194 scopus 로고
    • A tabu search heuristic for the vehicle routing problem
    • Gendreau M., Hertz A., and Laporte G. A tabu search heuristic for the vehicle routing problem. Management Science 40 (1994) 1276-1290
    • (1994) Management Science , vol.40 , pp. 1276-1290
    • Gendreau, M.1    Hertz, A.2    Laporte, G.3
  • 25
    • 85191120539 scopus 로고    scopus 로고
    • Vehicle routing: modern heuristics
    • Aarts E.H.L., and Lenstra J.K. (Eds), Wiley, Chichester
    • Gendreau M., Laporte G., and Potvin J.-Y. Vehicle routing: modern heuristics. In: Aarts E.H.L., and Lenstra J.K. (Eds). Local Search in Combinatorial Optimization (1997), Wiley, Chichester 311-336
    • (1997) Local Search in Combinatorial Optimization , pp. 311-336
    • Gendreau, M.1    Laporte, G.2    Potvin, J.-Y.3
  • 27
    • 0001535867 scopus 로고
    • A heuristic algorithm for the vehicle dispatch problem
    • Gillett B.E., and Miller L.R. A heuristic algorithm for the vehicle dispatch problem. Operations Research 22 (1974) 240-349
    • (1974) Operations Research , vol.22 , pp. 240-349
    • Gillett, B.E.1    Miller, L.R.2
  • 28
    • 25444452075 scopus 로고    scopus 로고
    • Scatter search and path relinking: advances and applications
    • Glover F., and Kochenberger G.A. (Eds), Kluwer Academic Publishers, Boston
    • Glover F., Laguna M., and Marti R. Scatter search and path relinking: advances and applications. In: Glover F., and Kochenberger G.A. (Eds). Handbook of Metaheuristics (2003), Kluwer Academic Publishers, Boston 1-36
    • (2003) Handbook of Metaheuristics , pp. 1-36
    • Glover, F.1    Laguna, M.2    Marti, R.3
  • 36
    • 77950518824 scopus 로고    scopus 로고
    • Discrete optimization using mathematica
    • Callaos, N, Ebisuzaki, T, Starr, B, Abe, J.M, Lichtblau, D, Eds, International Institute of Informatics and Systemics, pp
    • Lichtblau, D., 2002. Discrete optimization using mathematica. In: Callaos, N., Ebisuzaki, T., Starr, B., Abe, J.M., Lichtblau, D. (Eds.), World Multi Conference on Systemics, Cybernetics and Informatics (SCI 2002), vol. 16, International Institute of Informatics and Systemics, pp. 169-174.
    • (2002) World Multi Conference on Systemics, Cybernetics and Informatics (SCI , vol.16 , pp. 169-174
    • Lichtblau, D.1
  • 37
    • 84908780328 scopus 로고
    • Computer solutions of the traveling salesman problem
    • Lin S. Computer solutions of the traveling salesman problem. Bell Systems Technical Journal 44 (1965) 2245-2269
    • (1965) Bell Systems Technical Journal , vol.44 , pp. 2245-2269
    • Lin, S.1
  • 38
    • 14044256887 scopus 로고    scopus 로고
    • Heuristic solutions of vehicle routing problems in supply chain management
    • Pardalos P.M., Migdalas A., and Burkard R. (Eds), World Scientific Publishing Co, Singapore
    • Marinakis Y., and Migdalas A. Heuristic solutions of vehicle routing problems in supply chain management. In: Pardalos P.M., Migdalas A., and Burkard R. (Eds). Combinatorial and Global Optimization (2002), World Scientific Publishing Co, Singapore 205-236
    • (2002) Combinatorial and Global Optimization , pp. 205-236
    • Marinakis, Y.1    Migdalas, A.2
  • 40
    • 27844516526 scopus 로고    scopus 로고
    • A hybrid genetic-GRASP algorithm using Lagrangian relaxation for the traveling salesman problem
    • Marinakis Y., Migdalas A., and Pardalos P.M. A hybrid genetic-GRASP algorithm using Lagrangian relaxation for the traveling salesman problem. Journal of Combinatorial Optimization 10 (2005) 311-326
    • (2005) Journal of Combinatorial Optimization , vol.10 , pp. 311-326
    • Marinakis, Y.1    Migdalas, A.2    Pardalos, P.M.3
  • 41
    • 34250896800 scopus 로고    scopus 로고
    • A new bilevel formulation for the vehicle routing problem and a solution method using a genetic algorithm
    • Marinakis Y., Migdalas A., and Pardalos P.M. A new bilevel formulation for the vehicle routing problem and a solution method using a genetic algorithm. Journal of Global Optimization 38 (2007) 555-580
    • (2007) Journal of Global Optimization , vol.38 , pp. 555-580
    • Marinakis, Y.1    Migdalas, A.2    Pardalos, P.M.3
  • 42
    • 58349114279 scopus 로고    scopus 로고
    • Multiple phase neighborhood search GRASP based on Lagrangian relaxation and random backtracking Lin Kernighan for the traveling salesman problem
    • Marinakis Y., Migdalas A., and Pardalos P.M. Multiple phase neighborhood search GRASP based on Lagrangian relaxation and random backtracking Lin Kernighan for the traveling salesman problem. Journal of Combinatorial Optimization 17 (2009) 134-156
    • (2009) Journal of Combinatorial Optimization , vol.17 , pp. 134-156
    • Marinakis, Y.1    Migdalas, A.2    Pardalos, P.M.3
  • 43
    • 33847671359 scopus 로고    scopus 로고
    • Active guided evolution strategies for the large scale vehicle routing problems
    • Mester D., and Braysy O. Active guided evolution strategies for the large scale vehicle routing problems. Computers and Operations Research 34 10 (2007) 2964-2975
    • (2007) Computers and Operations Research , vol.34 , Issue.10 , pp. 2964-2975
    • Mester, D.1    Braysy, O.2
  • 44
    • 0017151741 scopus 로고
    • A sequential route-building algorithm employing a generalized savings criterion
    • Mole R.H., and Jameson S.R. A sequential route-building algorithm employing a generalized savings criterion. Operational Research Quarterly 27 (1976) 503-511
    • (1976) Operational Research Quarterly , vol.27 , pp. 503-511
    • Mole, R.H.1    Jameson, S.R.2
  • 45
    • 21144460138 scopus 로고
    • Metastrategy simulated annealing and tabu search algorithms for combinatorial optimization problems
    • Osman I.H. Metastrategy simulated annealing and tabu search algorithms for combinatorial optimization problems. Annals of Operations Research 41 (1993) 421-451
    • (1993) Annals of Operations Research , vol.41 , pp. 421-451
    • Osman, I.H.1
  • 47
    • 2642522782 scopus 로고    scopus 로고
    • A simple and effective evolutionary algorithm for the vehicle routing problem
    • Prins C. A simple and effective evolutionary algorithm for the vehicle routing problem. Computers and Operations Research 31 (2004) 1985-2002
    • (2004) Computers and Operations Research , vol.31 , pp. 1985-2002
    • Prins, C.1
  • 48
    • 0032181671 scopus 로고    scopus 로고
    • A subpath ejection method for the vehicle routing problem
    • Rego C. A subpath ejection method for the vehicle routing problem. Management Science 44 (1998) 1447-1459
    • (1998) Management Science , vol.44 , pp. 1447-1459
    • Rego, C.1
  • 49
    • 0035247978 scopus 로고    scopus 로고
    • Node-ejection chains for the vehicle routing problem sequential and parallel algorithms
    • Rego C. Node-ejection chains for the vehicle routing problem sequential and parallel algorithms. Parallel Computing 27 3 (2001) 201-222
    • (2001) Parallel Computing , vol.27 , Issue.3 , pp. 201-222
    • Rego, C.1
  • 51
    • 0346009088 scopus 로고    scopus 로고
    • D-Ants: savings based ants divide and conquer the vehicle routing problem
    • Reimann M., Doerner K., and Hartl R.F. D-Ants: savings based ants divide and conquer the vehicle routing problem. Computers and Operations Research 31 4 (2004) 563-591
    • (2004) Computers and Operations Research , vol.31 , Issue.4 , pp. 563-591
    • Reimann, M.1    Doerner, K.2    Hartl, R.F.3
  • 53
    • 0012587086 scopus 로고    scopus 로고
    • Greedy randomized adaptive search procedures
    • Glover F., and Kochenberger G.A. (Eds), Kluwer Academic Publishers, Boston
    • Resende M.G.C., and Ribeiro C.C. Greedy randomized adaptive search procedures. In: Glover F., and Kochenberger G.A. (Eds). Handbook of Metaheuristics (2003), Kluwer Academic Publishers, Boston 219-249
    • (2003) Handbook of Metaheuristics , pp. 219-249
    • Resende, M.G.C.1    Ribeiro, C.C.2
  • 54
    • 0029362478 scopus 로고
    • Probabilistic diversification and intensification in local search for vehicle routing
    • Rochat Y., and Taillard E.D. Probabilistic diversification and intensification in local search for vehicle routing. Journal of Heuristics 1 (1995) 147-167
    • (1995) Journal of Heuristics , vol.1 , pp. 147-167
    • Rochat, Y.1    Taillard, E.D.2
  • 55
    • 0031700696 scopus 로고    scopus 로고
    • A modified particle swarm optimizer
    • IEEE world Congress on Computational Intelligence, pp
    • Shi, Y., Eberhart, R., 1998. A modified particle swarm optimizer. In: Proceedings of 1998 IEEE world Congress on Computational Intelligence, pp. 69-73.
    • (1998) Proceedings of , pp. 69-73
    • Shi, Y.1    Eberhart, R.2
  • 56
    • 33845512751 scopus 로고
    • Parallel iterative search methods for vehicle routing problems
    • Taillard E.D. Parallel iterative search methods for vehicle routing problems. Networks 23 (1993) 661-672
    • (1993) Networks , vol.23 , pp. 661-672
    • Taillard, E.D.1
  • 57
    • 12244261649 scopus 로고    scopus 로고
    • Solving the vehicle routing problem with adaptive memory programming methodology
    • Tarantilis C.D. Solving the vehicle routing problem with adaptive memory programming methodology. Computers and Operations Research 32 9 (2005) 2309-2327
    • (2005) Computers and Operations Research , vol.32 , Issue.9 , pp. 2309-2327
    • Tarantilis, C.D.1
  • 58
    • 0036439090 scopus 로고    scopus 로고
    • BoneRoute: an adaptive memory-based method for effective fleet management
    • Tarantilis C.D., and Kiranoudis C.T. BoneRoute: an adaptive memory-based method for effective fleet management. Annals of Operations Research 115 1 (2002) 227-241
    • (2002) Annals of Operations Research , vol.115 , Issue.1 , pp. 227-241
    • Tarantilis, C.D.1    Kiranoudis, C.T.2
  • 59
  • 62
    • 3843131812 scopus 로고    scopus 로고
    • The granular tabu search (and its application to the vehicle routing problem)
    • Toth P., and Vigo D. The granular tabu search (and its application to the vehicle routing problem). INFORMS Journal on Computing 15 4 (2003) 333-348
    • (2003) INFORMS Journal on Computing , vol.15 , Issue.4 , pp. 333-348
    • Toth, P.1    Vigo, D.2
  • 63
    • 0028516902 scopus 로고
    • A repeated matching heuristic for the vehicle routing problem
    • Wark P., and Holt J. A repeated matching heuristic for the vehicle routing problem. Journal of the Operational Research Society 45 (1994) 1156-1167
    • (1994) Journal of the Operational Research Society , vol.45 , pp. 1156-1167
    • Wark, P.1    Holt, J.2
  • 64
    • 0030287112 scopus 로고    scopus 로고
    • A new network flow-based tabu search heuristic for the vehicle routing problem
    • Xu J., and Kelly J.P. A new network flow-based tabu search heuristic for the vehicle routing problem. Transportation Science 30 (1996) 379-393
    • (1996) Transportation Science , vol.30 , pp. 379-393
    • Xu, J.1    Kelly, J.P.2


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