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Volumn 42, Issue 4, 2015, Pages 751-776

Best-order crossover for permutation-based evolutionary algorithms

Author keywords

Crossover; Evolutionary algorithms; Resource constrained project scheduling problem; Travelling salesman problem; Vehicle routing problem

Indexed keywords

BENCHMARKING; COMBINATORIAL OPTIMIZATION; CONSTRAINED OPTIMIZATION; ENCODING (SYMBOLS); EVOLUTIONARY ALGORITHMS; GENES; NETWORK ROUTING; ROUTING ALGORITHMS; SCHEDULING;

EID: 84939979710     PISSN: 0924669X     EISSN: 15737497     Source Type: Journal    
DOI: 10.1007/s10489-014-0623-0     Document Type: Article
Times cited : (19)

References (64)
  • 3
    • 0003875064 scopus 로고
    • Computational Results with a Branch and Cut Code for the Capacitated Vehicle Routing Problem, Research Report 949-M
    • Grenoble, France
    • Augerat P, Belenguer JM, Benavent E, Corbern A, Naddef D, Rinaldi G (1995) Computational Results with a Branch and Cut Code for the Capacitated Vehicle Routing Problem, Research Report 949-M, Universite Joseph Fourier, Grenoble, France
    • (1995) Universite Joseph Fourier
    • Augerat, P.1    Belenguer, J.M.2    Benavent, E.3    Corbern, A.4    Naddef, D.5    Rinaldi, G.6
  • 5
    • 0002839944 scopus 로고    scopus 로고
    • On Permutation Representations for Scheduling Problems
    • Bierwirth C, Mattfeld DC, Kopfer H (1996) On Permutation Representations for Scheduling Problems. PPSN 1996:310–318
    • (1996) PPSN , vol.1996 , pp. 310-318
    • Bierwirth, C.1    Mattfeld, D.C.2    Kopfer, H.3
  • 6
    • 0019342681 scopus 로고
    • Scheduling subject to resource constraints: Classification and complexity
    • Blazewicz J, Lenstra J, Rinnooy Kan A (1983) Scheduling subject to resource constraints: Classification and complexity. Discret Appl Math 5:11–24
    • (1983) Discret Appl Math , vol.5 , pp. 11-24
    • Blazewicz, J.1    Lenstra, J.2    Rinnooy Kan, A.3
  • 7
    • 0344236266 scopus 로고    scopus 로고
    • Metaheuristics in Combinatorial Optimization: Overview and Conceptual Comparison
    • Blum C, Roli A (2003) Metaheuristics in Combinatorial Optimization: Overview and Conceptual Comparison. ACM Comput Surv 35:268–308
    • (2003) ACM Comput Surv , vol.35 , pp. 268-308
    • Blum, C.1    Roli, A.2
  • 8
    • 84977792787 scopus 로고    scopus 로고
    • Hybrid Metaheuristics - An Emerging Approach to Optimization, Studies in Computational Intelligence, Vol 114
    • Blum C, Roli A, Sampels M (2008) Hybrid Metaheuristics - An Emerging Approach to Optimization, Studies in Computational Intelligence, Vol 114. Springer
    • (2008) Springer
    • Blum, C.1    Roli, A.2    Sampels, M.3
  • 9
    • 0035805828 scopus 로고    scopus 로고
    • Optimization with Extremal Dynamics
    • Boettcher S, Percus AG (2001) Optimization with Extremal Dynamics. Phys Rev Lett 86:5211–5214
    • (2001) Phys Rev Lett , vol.86 , pp. 5211-5214
    • Boettcher, S.1    Percus, A.G.2
  • 10
    • 0021819411 scopus 로고
    • Thermodynamical approach to the Traveling salesman problem: An efficient simulation algorithm
    • Cerny V (1985) Thermodynamical approach to the Traveling salesman problem: An efficient simulation algorithm. J Optim Theory Appl 45:41–51
    • (1985) J Optim Theory Appl , vol.45 , pp. 41-51
    • Cerny, V.1
  • 11
    • 84898129797 scopus 로고    scopus 로고
    • Recombination operators in permutation-based evolutionary algorithms for the travelling salesman problem, Chapter 10 in Logistics Management and Optimization through Hybrid Artificial Intelligence Systems
    • Chira C, Gog A (2012) Recombination operators in permutation-based evolutionary algorithms for the travelling salesman problem, Chapter 10 in Logistics Management and Optimization through Hybrid Artificial Intelligence Systems. IGI Global:268–285
    • (2012) IGI Global , pp. 268-285
    • Chira, C.1    Gog, A.2
  • 12
    • 84897916947 scopus 로고    scopus 로고
    • Urban bicycles renting systems: Modelling and optimization using nature-inspired search methods
    • Chira C, Sedano J, Villar JR, Camara M, Corchado E (2014) Urban bicycles renting systems: Modelling and optimization using nature-inspired search methods. Neurocomputing 135:98–106
    • (2014) Neurocomputing , vol.135 , pp. 98-106
    • Chira, C.1    Sedano, J.2    Villar, J.R.3    Camara, M.4    Corchado, E.5
  • 14
    • 0000150947 scopus 로고
    • Applying Adaptive Algorithms to Epistatic Domains, IJCAI
    • Davis L (1985) Applying Adaptive Algorithms to Epistatic Domains, IJCAI. Morgan Kaufmann:162–164
    • (1985) Morgan Kaufmann , pp. 162-164
    • Davis, L.1
  • 15
    • 0030082551 scopus 로고    scopus 로고
    • Ant system: optimization by a colony of cooperating agents
    • Dorigo M, Maniezzo V, Colorni A (1996) Ant system: optimization by a colony of cooperating agents. IEEE Trans Syst Man Cybern B 26(1):29–41
    • (1996) IEEE Trans Syst Man Cybern B , vol.26 , Issue.1 , pp. 29-41
    • Dorigo, M.1    Maniezzo, V.2    Colorni, A.3
  • 16
    • 0142203516 scopus 로고    scopus 로고
    • Evolutionary Algorithms and Constraint Satisfaction: Definitions, Survey, Methodology, and Research Directions
    • Kallel L, Naudts B, Rogers A, (eds), Springer, Berlin Heidelberg
    • Eiben AE (2001) Evolutionary Algorithms and Constraint Satisfaction: Definitions, Survey, Methodology, and Research Directions. In: Kallel L, Naudts B, Rogers A (eds) Theoretical Aspects of Evolutionary Computing, Natural Computing Series, pp 13–30. Springer, Berlin Heidelberg
    • (2001) Theoretical Aspects of Evolutionary Computing, Natural Computing Series , pp. 13-30
    • Eiben, A.E.1
  • 17
    • 84888307654 scopus 로고    scopus 로고
    • A new genetic algorithm for solving optimization problems
    • Elsayed SM, Sarker RA, Essam DL (2014) A new genetic algorithm for solving optimization problems. Eng Appl AI 27:57–69
    • (2014) Eng Appl AI , vol.27 , pp. 57-69
    • Elsayed, S.M.1    Sarker, R.A.2    Essam, D.L.3
  • 18
    • 0001897565 scopus 로고
    • Autonomous automata
    • Fogel L (1962) Autonomous automata. Ind Res 4:14–19
    • (1962) Ind Res , vol.4 , pp. 14-19
    • Fogel, L.1
  • 21
    • 33749677950 scopus 로고    scopus 로고
    • Genetic Algorithms and Engineering Optimization
    • Gen M, Cheng R (2000) Genetic Algorithms and Engineering Optimization. John Wiley
    • (2000) John Wiley
    • Gen, M.1    Cheng, R.2
  • 22
    • 0022865373 scopus 로고
    • Future Paths for Integer Programming and Links to Artificial Intelligence
    • Glover F (1986) Future Paths for Integer Programming and Links to Artificial Intelligence. Comput Oper Res 13(5):533–549
    • (1986) Comput Oper Res , vol.13 , Issue.5 , pp. 533-549
    • Glover, F.1
  • 23
    • 0000411214 scopus 로고
    • Tabu Search – Part 1
    • Glover F (1989) Tabu Search – Part 1. ORSA J Comput 1(2):190–206
    • (1989) ORSA J Comput , vol.1 , Issue.2 , pp. 190-206
    • Glover, F.1
  • 24
    • 0001724713 scopus 로고
    • Tabu Search – Part 2
    • Glover F (1990) Tabu Search – Part 2. ORSA J Comput 2(1):4–32
    • (1990) ORSA J Comput , vol.2 , Issue.1 , pp. 4-32
    • Glover, F.1
  • 27
    • 34250695892 scopus 로고    scopus 로고
    • Dynamic vehicle routing using genetic algorithms
    • Hanshar FT, Ombuki-Berman BM (2007) Dynamic vehicle routing using genetic algorithms. Appl Intell 27(1):89–99
    • (2007) Appl Intell , vol.27 , Issue.1 , pp. 89-99
    • Hanshar, F.T.1    Ombuki-Berman, B.M.2
  • 28
    • 0032188522 scopus 로고    scopus 로고
    • A Competitive Genetic Algorithm for Resource-Constrained Project Scheduling
    • Hartmann S (1998) A Competitive Genetic Algorithm for Resource-Constrained Project Scheduling. Nav Res Logist 45:733–750
    • (1998) Nav Res Logist , vol.45 , pp. 733-750
    • Hartmann, S.1
  • 29
    • 43549084845 scopus 로고    scopus 로고
    • A hybrid genetic algorithm for the multi-depot vehicle routing problem
    • Ho W, Ho G TS, Ji P, Lau HCW (2008) A hybrid genetic algorithm for the multi-depot vehicle routing problem. Eng Appl AI 21(4):548–557
    • (2008) Eng Appl AI , vol.21 , Issue.4 , pp. 548-557
    • Ho, W.1    Ho, G.T.S.2    Ji, P.3    Lau, H.C.W.4
  • 30
    • 84945709501 scopus 로고
    • Outline for a logical theory of adaptive systems
    • Holland JH (1962) Outline for a logical theory of adaptive systems. J ACM 3:297–314
    • (1962) J ACM , vol.3 , pp. 297-314
    • Holland, J.H.1
  • 32
    • 72749107908 scopus 로고    scopus 로고
    • Evolutionary algorithms and multi-objectivization for the travelling salesman problem
    • Jahne M, Li X, Branke J (2009) Evolutionary algorithms and multi-objectivization for the travelling salesman problem. GECCO 2009:595–602
    • (2009) GECCO , vol.2009 , pp. 595-602
    • Jahne, M.1    Li, X.2    Branke, J.3
  • 33
    • 0003037529 scopus 로고
    • Reducibility Among Combinatorial Problems
    • Miller RE, Thatcher JW, (eds), Plenum, New York
    • Karp RM (1972) Reducibility Among Combinatorial Problems. In: Miller R E, Thatcher J W (eds) Complexity of Computer Computations. Plenum, New York, pp 85–103
    • (1972) Complexity of Computer Computations , pp. 85-103
    • Karp, R.M.1
  • 35
    • 26444479778 scopus 로고
    • Optimization by Simulated Annealing
    • Kirkpatrick S, Gelatt CD, Vecchi MP (1983) Optimization by Simulated Annealing. Science 220(4598):671–680
    • (1983) Science , vol.220 , Issue.4598 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 36
    • 0030121479 scopus 로고    scopus 로고
    • Serial and parallel resource-constrained project scheduling methods revisited: Theory and computation
    • Kolisch R (1996) Serial and parallel resource-constrained project scheduling methods revisited: Theory and computation. Eur J Oper Res 90:320–333
    • (1996) Eur J Oper Res , vol.90 , pp. 320-333
    • Kolisch, R.1
  • 39
    • 0039397863 scopus 로고    scopus 로고
    • Genetic Algorithms for the Travelling Salesman Problem: A Review of Representations and Operators
    • Larranaga P, Kuijpers CMH, Murga RH, Inza I, Dizdarevic S (1999) Genetic Algorithms for the Travelling Salesman Problem: A Review of Representations and Operators. Artif Intell Rev 13(2):129–170
    • (1999) Artif Intell Rev , vol.13 , Issue.2 , pp. 129-170
    • Larranaga, P.1    Kuijpers, C.M.H.2    Murga, R.H.3    Inza, I.4    Dizdarevic, S.5
  • 40
    • 0019572333 scopus 로고
    • Complexity of vehicle routing and scheduling problems
    • Lenstra J K, Rinnooy Kan AHG (1981) Complexity of vehicle routing and scheduling problems. Networks 11:221–227
    • (1981) Networks , vol.11 , pp. 221-227
    • Lenstra, J.K.1    Rinnooy Kan, A.H.G.2
  • 41
    • 84875218491 scopus 로고    scopus 로고
    • Multi-level genetic algorithm for the resource-constrained re-entrant scheduling problem in the flow shop
    • Lin D, Lee CKM, Ho W (2013) Multi-level genetic algorithm for the resource-constrained re-entrant scheduling problem in the flow shop. Eng Appl AI 26(4):1282–1290
    • (2013) Eng Appl AI , vol.26 , Issue.4 , pp. 1282-1290
    • Lin, D.1    Lee, C.K.M.2    Ho, W.3
  • 42
    • 77955089931 scopus 로고    scopus 로고
    • A Multiagent Evolutionary Algorithm for Combinatorial Optimization Problems
    • Liu J, Zhong W, Jiao L (2010) A Multiagent Evolutionary Algorithm for Combinatorial Optimization Problems. IEEE Trans Syst Man Cybern B 40(1):229–240
    • (2010) IEEE Trans Syst Man Cybern B , vol.40 , Issue.1 , pp. 229-240
    • Liu, J.1    Zhong, W.2    Jiao, L.3
  • 44
    • 0036680981 scopus 로고    scopus 로고
    • An efficient genetic algorithm for the traveling salesman problem with precedence constraints
    • Moon C, Kim J, Choi G, Seo Y (2002) An efficient genetic algorithm for the traveling salesman problem with precedence constraints. Eur J Oper Res 140(3):606–617
    • (2002) Eur J Oper Res , vol.140 , Issue.3 , pp. 606-617
    • Moon, C.1    Kim, J.2    Choi, G.3    Seo, Y.4
  • 46
    • 84977780774 scopus 로고    scopus 로고
    • Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization, Studies in Computational Intelligence, Vol 175
    • Onwubolu GC, Davendra D (2008) Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization, Studies in Computational Intelligence, Vol 175. Springer
    • (2008) Springer
    • Onwubolu, G.C.1    Davendra, D.2
  • 47
    • 84875915301 scopus 로고    scopus 로고
    • An improved hybrid algorithm for solving the generalized vehicle routing problem
    • Pop PC, Matei O, Pop Sitar C (2013) An improved hybrid algorithm for solving the generalized vehicle routing problem. Neurocomputing 109:76–83
    • (2013) Neurocomputing , vol.109 , pp. 76-83
    • Pop, P.C.1    Matei, O.2    Pop Sitar, C.3
  • 48
    • 2642522782 scopus 로고    scopus 로고
    • A simple and effective evolutionary algorithm for the vehicle routing problem
    • Prins C (2004) A simple and effective evolutionary algorithm for the vehicle routing problem. Computers & OR 31(12):1985– 2002
    • (2004) Computers & OR , vol.31 , Issue.12 , pp. 1985-2002
    • Prins, C.1
  • 49
    • 34247162828 scopus 로고    scopus 로고
    • Genetic operators for combinatorial optimization in TSP and microarray gene ordering
    • Ray S, Bandyopadhyay S, Pal SK (2007) Genetic operators for combinatorial optimization in TSP and microarray gene ordering. Appl Intell 26(3):183–195
    • (2007) Appl Intell , vol.26 , Issue.3 , pp. 183-195
    • Ray, S.1    Bandyopadhyay, S.2    Pal, S.K.3
  • 50
    • 0003721053 scopus 로고
    • Cybernetic solution path of an experimental problem, Tech. Rep. 1122
    • Rechenberg I (1965) Cybernetic solution path of an experimental problem, Tech. Rep. 1122, Royal Aircraft Establishment
    • (1965) Royal Aircraft Establishment
    • Rechenberg, I.1
  • 52
    • 84939953181 scopus 로고    scopus 로고
    • Reeves CR (1995) Genetic algorithms and combinatorial optimization. In V. J. Rayward-Smith, editor, Applications of modern heuristic methods, pp 111–125. Alfred Waller Ltd., Henley-on-Thames
    • Reeves CR (1995) Genetic algorithms and combinatorial optimization. In V. J. Rayward-Smith, editor, Applications of modern heuristic methods, pp 111–125. Alfred Waller Ltd., Henley-on-Thames
  • 53
    • 0026225350 scopus 로고
    • TSPLIB - A Traveling Salesman Problem Library
    • Reinelt G (1991) TSPLIB - A Traveling Salesman Problem Library. ORSA J Comput:376–384
    • (1991) ORSA J Comput , pp. 376-384
    • Reinelt, G.1
  • 56
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces
    • Storn R, Price K (1997) Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces. J Glob Optim 11
    • (1997) J Glob Optim , pp. 11
    • Storn, R.1    Price, K.2
  • 58
    • 84866177726 scopus 로고    scopus 로고
    • A hybrid genetic algorithm with adaptive diversity management for a large class of vehicle routing problems with time-windows
    • Vidal T, Crainic TG, Gendreau M, Prins C (2013) A hybrid genetic algorithm with adaptive diversity management for a large class of vehicle routing problems with time-windows. Computers & OR 40(1):475–489
    • (2013) Computers & OR , vol.40 , Issue.1 , pp. 475-489
    • Vidal, T.1    Crainic, T.G.2    Gendreau, M.3    Prins, C.4
  • 59
    • 26844557383 scopus 로고    scopus 로고
    • A Genetic Algorithm for Solving Resource-Constrained Project Scheduling Problem
    • Wang H, Lin D, Li M (2005) A Genetic Algorithm for Solving Resource-Constrained Project Scheduling Problem. ICNC (3):185–193
    • (2005) ICNC (3) , pp. 185-193
    • Wang, H.1    Lin, D.2    Li, M.3
  • 60
    • 32544454736 scopus 로고
    • Modeling Simple Genetic Algorithms for Permutation Problems
    • Whitley D, Yoo N-W (1994) Modeling Simple Genetic Algorithms for Permutation Problems. FOGA 1994:163–184
    • (1994) FOGA , vol.1994 , pp. 163-184
    • Whitley, D.1    Yoo, N.-W.2
  • 61
    • 84939977796 scopus 로고    scopus 로고
    • Permutations, in Thomas Back
    • Fogel DB, Michalewicz Z, (eds), IOP Publ. Ltd., Bristol
    • Whitley D (1997) Permutations, in Thomas Back. In: Fogel D B, Michalewicz Z (eds) Handbook of Evolutionary Computation, 1st edn. IOP Publ. Ltd., Bristol
    • (1997) Handbook of Evolutionary Computation
    • Whitley, D.1
  • 63
    • 84879696325 scopus 로고    scopus 로고
    • Hybrid genetic algorithm approach for precedence-constrained sequencing problem
    • Yun Y, Chung H, Moon C (2013) Hybrid genetic algorithm approach for precedence-constrained sequencing problem. Comput. Ind. Eng 65(1):137–147
    • (2013) Comput. Ind. Eng , vol.65 , Issue.1 , pp. 137-147
    • Yun, Y.1    Chung, H.2    Moon, C.3


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