메뉴 건너뛰기




Volumn 20, Issue 5, 2016, Pages 682-694

Algebraic differential evolution algorithm for the permutation flowshop scheduling problem with total flowtime criterion

Author keywords

Algebraic differential mutation; Differential evolution (DE); Permutation flowshop scheduling; Permutations space

Indexed keywords

ALGEBRA; EVOLUTIONARY ALGORITHMS; OPTIMIZATION; SCHEDULING;

EID: 84991688011     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2015.2507785     Document Type: Article
Times cited : (108)

References (36)
  • 1
    • 27144552649 scopus 로고    scopus 로고
    • Flowshop scheduling research after five decades
    • J. N. D. Gupta and E. F. Stafford, Jr., "Flowshop scheduling research after five decades," Eur. J. Oper. Res., vol. 169, no. 3, pp. 699-711, 2006.
    • (2006) Eur. J. Oper. Res. , vol.169 , Issue.3 , pp. 699-711
    • Gupta, J.N.D.1    Stafford, E.F.2
  • 2
    • 84866148007 scopus 로고    scopus 로고
    • A comprehensive review and evaluation of permutation flowshop heuristics to minimize flowtime
    • Q.-K. Pan and R. Ruiz, "A comprehensive review and evaluation of permutation flowshop heuristics to minimize flowtime," Comput. Oper. Res., vol. 40, no. 1, pp. 117-128, 2013.
    • (2013) Comput. Oper. Res. , vol.40 , Issue.1 , pp. 117-128
    • Pan, Q.-K.1    Ruiz, R.2
  • 3
    • 84897539411 scopus 로고    scopus 로고
    • A distancebased ranking model estimation of distribution algorithm for the flowshop scheduling problem
    • Apr.
    • J. Ceberio, E. Irurozki, A. Mendiburu, and J. A. Lozano, "A distancebased ranking model estimation of distribution algorithm for the flowshop scheduling problem," IEEE Trans. Evol. Comput., vol. 18, no. 2, pp. 286-300, Apr. 2014.
    • (2014) IEEE Trans. Evol. Comput. , vol.18 , Issue.2 , pp. 286-300
    • Ceberio, J.1    Irurozki, E.2    Mendiburu, A.3    Lozano, J.A.4
  • 4
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution-A simple and efficient heuristic for global optimization over continuous spaces
    • R. Storn and K. Price, "Differential evolution-A simple and efficient heuristic for global optimization over continuous spaces," J. Global Optim., vol. 11, no. 4, pp. 341-359, 1997.
    • (1997) J. Global Optim. , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 5
    • 77953618659 scopus 로고    scopus 로고
    • Solving flow shop scheduling problems by quantum differential evolutionary algorithm
    • T. Zheng and M. Yamashiro, "Solving flow shop scheduling problems by quantum differential evolutionary algorithm," Int. J. Adv. Manuf. Technol., vol. 49, no. 5, pp. 643-662, 2010.
    • (2010) Int. J. Adv. Manuf. Technol. , vol.49 , Issue.5 , pp. 643-662
    • Zheng, T.1    Yamashiro, M.2
  • 7
    • 84921743021 scopus 로고    scopus 로고
    • A differential evolution algorithm for the permutation flowshop scheduling problem with total flow time criterion
    • Ljubljana, Slovenia
    • V. Santucci, M. Baioletti, and A. Milani, "A differential evolution algorithm for the permutation flowshop scheduling problem with total flow time criterion," in Proc. PPSN XIII (LNCS 8672). Ljubljana, Slovenia, 2014, pp. 161-170.
    • (2014) Proc. PPSN XIII (LNCS 8672) , pp. 161-170
    • Santucci, V.1    Baioletti, M.2    Milani, A.3
  • 9
    • 0035898985 scopus 로고    scopus 로고
    • Constructive and composite heuristic solutions to the p//∑ci scheduling problem
    • J. Liu and C. R. Reeves, "Constructive and composite heuristic solutions to the p//∑ci scheduling problem," Eur. J. Oper. Res., vol. 132, no. 2, pp. 439-452, 2001.
    • (2001) Eur. J. Oper. Res. , vol.132 , Issue.2 , pp. 439-452
    • Liu, J.1    Reeves, C.R.2
  • 10
    • 33847668343 scopus 로고    scopus 로고
    • A review of metrics on permutations for search landscape analysis
    • T. Schiavinotto and T. Stützle, "A review of metrics on permutations for search landscape analysis," Comput. Oper. Res., vol. 34, no. 10, pp. 3143-3153, 2007.
    • (2007) Comput. Oper. Res. , vol.34 , Issue.10 , pp. 3143-3153
    • Schiavinotto, T.1    Stützle, T.2
  • 11
    • 84861810499 scopus 로고    scopus 로고
    • Local search methods for the flowshop scheduling problem with flowtime minimization
    • Q.-K. Pan and R. Ruiz, "Local search methods for the flowshop scheduling problem with flowtime minimization," Eur. J. Oper. Res., vol. 222, no. 1, pp. 31-43, 2012.
    • (2012) Eur. J. Oper. Res. , vol.222 , Issue.1 , pp. 31-43
    • Pan, Q.-K.1    Ruiz, R.2
  • 12
    • 0031275336 scopus 로고    scopus 로고
    • An efficient heuristic for scheduling in a flowshop to minimize total weighted flowtime of jobs
    • C. Rajendran and H. Ziegler, "An efficient heuristic for scheduling in a flowshop to minimize total weighted flowtime of jobs," Eur. J. Oper. Res., vol. 103, no. 1, pp. 129-138, 1997.
    • (1997) Eur. J. Oper. Res. , vol.103 , Issue.1 , pp. 129-138
    • Rajendran, C.1    Ziegler, H.2
  • 13
    • 33750841084 scopus 로고    scopus 로고
    • A simple and effective iterated greedy algorithm for the permutation flowshop scheduling problem
    • R. Ruiz and T. Stützle, "A simple and effective iterated greedy algorithm for the permutation flowshop scheduling problem," Eur. J. Oper. Res., vol. 177, no. 3, pp. 2033-2049, 2007.
    • (2007) Eur. J. Oper. Res. , vol.177 , Issue.3 , pp. 2033-2049
    • Ruiz, R.1    Stützle, T.2
  • 14
    • 84858338641 scopus 로고    scopus 로고
    • New VNS heuristic for total flowtime flowshop scheduling problem
    • W. E. Costa, M. C. Goldbarg, and E. G. Goldbarg, "New VNS heuristic for total flowtime flowshop scheduling problem," Expert Syst. Appl., vol. 39, no. 9, pp. 8149-8161, 2012.
    • (2012) Expert Syst. Appl. , vol.39 , Issue.9 , pp. 8149-8161
    • Costa, W.E.1    Goldbarg, M.C.2    Goldbarg, E.G.3
  • 15
    • 79952445871 scopus 로고    scopus 로고
    • An asynchronous genetic local search algorithm for the permutation flowshop scheduling problem with total flowtime minimization
    • X. Xu, Z. Xu, and X. Gu, "An asynchronous genetic local search algorithm for the permutation flowshop scheduling problem with total flowtime minimization," Expert Syst. Appl., vol. 38, no. 7, pp. 7970-7979, 2011.
    • (2011) Expert Syst. Appl. , vol.38 , Issue.7 , pp. 7970-7979
    • Xu, X.1    Xu, Z.2    Gu, X.3
  • 16
    • 84926317673 scopus 로고    scopus 로고
    • Inducing niching behavior in differential evolution through local information sharing
    • Apr.
    • S. Biswas, S. Kundu, and S. Das, "Inducing niching behavior in differential evolution through local information sharing," IEEE Trans. Evol. Comput., vol. 19, no. 2, pp. 246-263, Apr. 2015.
    • (2015) IEEE Trans. Evol. Comput. , vol.19 , Issue.2 , pp. 246-263
    • Biswas, S.1    Kundu, S.2    Das, S.3
  • 17
    • 84864438709 scopus 로고    scopus 로고
    • Community of scientist optimization: An autonomy oriented approach to distributed optimization
    • A. Milani and V. Santucci, "Community of scientist optimization: An autonomy oriented approach to distributed optimization," AI Commun., vol. 25, no. 2, pp. 157-172, 2012.
    • (2012) AI Commun. , vol.25 , Issue.2 , pp. 157-172
    • Milani, A.1    Santucci, V.2
  • 18
    • 84856554664 scopus 로고    scopus 로고
    • Experimental evaluation of pheromone models in ACOPlan
    • M. Baioletti, A. Milani, V. Poggioni, and F. Rossi, "Experimental evaluation of pheromone models in ACOPlan," Ann. Math. Artif. Intell., vol. 62, no. 3, pp. 187-217, 2011.
    • (2011) Ann. Math. Artif. Intell. , vol.62 , Issue.3 , pp. 187-217
    • Baioletti, M.1    Milani, A.2    Poggioni, V.3    Rossi, F.4
  • 19
    • 0001096735 scopus 로고
    • Genetic algorithms and random keys for sequencing and optimization
    • J. C. Bean, "Genetic algorithms and random keys for sequencing and optimization," ORSA J. Comput., vol. 6, no. 2, pp. 154-160, 1994.
    • (1994) ORSA J. Comput. , vol.6 , Issue.2 , pp. 154-160
    • Bean, J.C.1
  • 20
    • 84921817721 scopus 로고    scopus 로고
    • Flow shop scheduling using differential volution
    • Z. Čičková and S. Števo, "Flow shop scheduling using differential volution," Manag. Inf. Syst., vol. 5, no. 2, pp. 8-13, 2010.
    • (2010) Manag. Inf. Syst. , vol.5 , Issue.2 , pp. 8-13
    • Čičková, Z.1    Števo, S.2
  • 21
    • 84867753124 scopus 로고    scopus 로고
    • An opposition-based differential evolution algorithm for permutation flow shop scheduling based on diversity measure
    • Jan.
    • X. Li and M. Yin, "An opposition-based differential evolution algorithm for permutation flow shop scheduling based on diversity measure," Adv. Eng. Softw., vol. 55, pp. 10-31, Jan. 2013.
    • (2013) Adv. Eng. Softw. , vol.55 , pp. 10-31
    • Li, X.1    Yin, M.2
  • 22
    • 84887157250 scopus 로고    scopus 로고
    • Geometric differential evolution for combinatorial and programs spaces
    • A. Moraglio, J. Togelius, and S. Silva, "Geometric differential evolution for combinatorial and programs spaces," Evol. Comput., vol. 21, no. 4, pp. 591-624, 2013.
    • (2013) Evol. Comput. , vol.21 , Issue.4 , pp. 591-624
    • Moraglio, A.1    Togelius, J.2    Silva, S.3
  • 24
    • 0027201278 scopus 로고
    • Benchmarks for basic scheduling problems
    • E. Taillard, "Benchmarks for basic scheduling problems," Eur. J. Oper. Res., vol. 64, no. 2, pp. 278-285, 1993.
    • (1993) Eur. J. Oper. Res. , vol.64 , Issue.2 , pp. 278-285
    • Taillard, E.1
  • 26
    • 79953143415 scopus 로고    scopus 로고
    • Maximal-entropy random walks in complex networks with limited information
    • Art. ID 030103
    • R. Sinatra, J. Gómez-Gardeñes, R. Lambiotte, V. Nicosia, and V. Latora, "Maximal-entropy random walks in complex networks with limited information," Phys. Rev. E, vol. 83, no. 3, 2011, Art. ID 030103.
    • (2011) Phys. Rev. e , vol.83 , Issue.3
    • Sinatra, R.1    Gómez-Gardeñes, J.2    Lambiotte, R.3    Nicosia, V.4    Latora, V.5
  • 27
    • 0030241443 scopus 로고    scopus 로고
    • Genetic algorithms for flowshop scheduling problems
    • T. Murata, H. Ishibuchi, and H. Tanaka, "Genetic algorithms for flowshop scheduling problems," Comput. Ind. Eng., vol. 30, no. 4, pp. 1061-1071, 1996.
    • (1996) Comput. Ind. Eng. , vol.30 , Issue.4 , pp. 1061-1071
    • Murata, T.1    Ishibuchi, H.2    Tanaka, H.3
  • 28
    • 84864653096 scopus 로고    scopus 로고
    • Geometric crossover for the permutation representation
    • A. Moraglio and R. Poli, "Geometric crossover for the permutation representation," Intell. Artif., vol. 5, no. 1, pp. 49-63, 2011.
    • (2011) Intell. Artif. , vol.5 , Issue.1 , pp. 49-63
    • Moraglio, A.1    Poli, R.2
  • 29
    • 79960535211 scopus 로고    scopus 로고
    • A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
    • J. Derrac, S. Garcia, D. Molina, and F. Herrera, "A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms," Swarm Evol. Comput., vol. 1, no. 1, pp. 3-18, 2011.
    • (2011) Swarm Evol. Comput. , vol.1 , Issue.1 , pp. 3-18
    • Derrac, J.1    Garcia, S.2    Molina, D.3    Herrera, F.4
  • 30
    • 33847199831 scopus 로고    scopus 로고
    • Selfadapting control parameters in differential evolution: A comparative study on numerical benchmark problems
    • Dec.
    • J. Brest, B. Boskovic, S. Greiner, M. Mernik, and V. Zumer, "Selfadapting control parameters in differential evolution: A comparative study on numerical benchmark problems," IEEE Trans. Evol. Comput., vol. 10, no. 6, pp. 646-657, Dec. 2006.
    • (2006) IEEE Trans. Evol. Comput. , vol.10 , Issue.6 , pp. 646-657
    • Brest, J.1    Boskovic, B.2    Greiner, S.3    Mernik, M.4    Zumer, V.5
  • 31
    • 67650169663 scopus 로고    scopus 로고
    • Tuning metaheuristics: A machine learning perspective
    • Berlin, Germany: Springer
    • M. Birattari, "Tuning metaheuristics: A machine learning perspective," Studies in Computational Intelligence, vol. 197. Berlin, Germany: Springer, 2009.
    • (2009) Studies in Computational Intelligence , vol.197
    • Birattari, M.1
  • 33
    • 44849090921 scopus 로고    scopus 로고
    • Efficient composite heuristics for total flowtime minimization in permutation flow shops
    • X. Li, Q. Wang, and C. Wu, "Efficient composite heuristics for total flowtime minimization in permutation flow shops," Omega, vol. 37, no. 1, pp. 155-164, 2009.
    • (2009) Omega , vol.37 , Issue.1 , pp. 155-164
    • Li, X.1    Wang, Q.2    Wu, C.3
  • 34
    • 84960350951 scopus 로고    scopus 로고
    • Solving permutation flow shop scheduling problems with a discrete differential evolution algorithm
    • V. Santucci, M. Baioletti, and A. Milani, "Solving permutation flow shop scheduling problems with a discrete differential evolution algorithm," AI Commun., vol. 29, no. 2, pp. 269-286, 2016
    • (2016) AI Commun. , vol.29 , Issue.2 , pp. 269-286
    • Santucci, V.1    Baioletti, M.2    Milani, A.3
  • 36


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.