메뉴 건너뛰기




Volumn 21, Issue 15, 2017, Pages 4387-4398

A novel collaborative optimization algorithm in solving complex optimization problems

Author keywords

Ant colony optimization algorithm; Chaotic optimization method; Collaborative optimization; Complex optimization problem; Genetic algorithm; Multi strategy

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ANT COLONY OPTIMIZATION; ARTIFICIAL INTELLIGENCE; GENETIC ALGORITHMS; LOCAL SEARCH (OPTIMIZATION); PROBLEM SOLVING; STOCHASTIC SYSTEMS;

EID: 85024104998     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-016-2071-8     Document Type: Article
Times cited : (360)

References (38)
  • 1
    • 84869443174 scopus 로고    scopus 로고
    • Hybridizing ant colony optimization via genetic algorithm for mixed-model assembly line balancing problem with sequence dependent setup times between tasks
    • Akpinar S, Mirac Bayhan G, Baykasoglu A (2013) Hybridizing ant colony optimization via genetic algorithm for mixed-model assembly line balancing problem with sequence dependent setup times between tasks. Appl Soft Comput J 13(1):574–589
    • (2013) Appl Soft Comput J , vol.13 , Issue.1 , pp. 574-589
    • Akpinar, S.1    Mirac Bayhan, G.2    Baykasoglu, A.3
  • 2
    • 84923331805 scopus 로고    scopus 로고
    • A hybrid genetic and imperialist competitive algorithm for green vendor managed inventory of multi-item multi-constraint EOQ model under shortage
    • Ali RN, Mohammad HF, Niaki STA (2015) A hybrid genetic and imperialist competitive algorithm for green vendor managed inventory of multi-item multi-constraint EOQ model under shortage. Appl Soft Comput J 30(5):353–364
    • (2015) Appl Soft Comput J , vol.30 , Issue.5 , pp. 353-364
    • Ali, R.N.1    Mohammad, H.F.2    Niaki, S.T.A.3
  • 3
    • 79956127340 scopus 로고    scopus 로고
    • Hybrid metaheuristics in combinatorial optimization: a survey
    • Blum C, Puchinger J, Raidl GR, Roli A (2011) Hybrid metaheuristics in combinatorial optimization: a survey. Appl Soft Comput 11(6):4135–4151
    • (2011) Appl Soft Comput , vol.11 , Issue.6 , pp. 4135-4151
    • Blum, C.1    Puchinger, J.2    Raidl, G.R.3    Roli, A.4
  • 4
    • 78650698898 scopus 로고    scopus 로고
    • Parallelized genetic ant colony systems for solving the traveling salesman problem
    • Chen SM, Chien CY (2011) Parallelized genetic ant colony systems for solving the traveling salesman problem. Expert Syst Appl 38(4):3873–3883
    • (2011) Expert Syst Appl , vol.38 , Issue.4 , pp. 3873-3883
    • Chen, S.M.1    Chien, C.Y.2
  • 5
    • 78049271779 scopus 로고    scopus 로고
    • Hybrid intelligent algorithms and applications
    • Corchado E, Abraham A (2010) Hybrid intelligent algorithms and applications. Inf Sci 180(14):2633–2634
    • (2010) Inf Sci , vol.180 , Issue.14 , pp. 2633-2634
    • Corchado, E.1    Abraham, A.2
  • 6
    • 84866119861 scopus 로고    scopus 로고
    • A novel two-stage hybrid swarm intelligence optimization algorithm and application
    • Deng W, Chen R, He B, Liu YQ, Yin LF, Guo JH (2012) A novel two-stage hybrid swarm intelligence optimization algorithm and application. Soft Comput 16(10):1707–1722
    • (2012) Soft Comput , vol.16 , Issue.10 , pp. 1707-1722
    • Deng, W.1    Chen, R.2    He, B.3    Liu, Y.Q.4    Yin, L.F.5    Guo, J.H.6
  • 7
    • 0030759617 scopus 로고    scopus 로고
    • Ant colonies for the travelling salesman problem
    • Dorigo M, Gambardella LM (1997) Ant colonies for the travelling salesman problem. Biosystems 43(2):73–81
    • (1997) Biosystems , vol.43 , Issue.2 , pp. 73-81
    • Dorigo, M.1    Gambardella, L.M.2
  • 8
    • 79955949067 scopus 로고    scopus 로고
    • Tabu search for the linear ordering problem with cumulative costs
    • Duarte A, Laguna M, Marti R (2011) Tabu search for the linear ordering problem with cumulative costs. Comput Optim Appl 48(3):697–715
    • (2011) Comput Optim Appl , vol.48 , Issue.3 , pp. 697-715
    • Duarte, A.1    Laguna, M.2    Marti, R.3
  • 9
    • 84906824596 scopus 로고    scopus 로고
    • Ant colony extended: experiments on the travelling salesman problem
    • Escario JB, Jimenez JF, Giron-Sierra JM (2015) Ant colony extended: experiments on the travelling salesman problem. Expert Syst Appl 42(1):390–410
    • (2015) Expert Syst Appl , vol.42 , Issue.1 , pp. 390-410
    • Escario, J.B.1    Jimenez, J.F.2    Giron-Sierra, J.M.3
  • 10
    • 84920156256 scopus 로고    scopus 로고
    • A review of chaos-based firefly algorithms: perspectives and research challenges
    • Fister I, Perc M, Kamal SM, Fister I (2015) A review of chaos-based firefly algorithms: perspectives and research challenges. Appl Math Comput 252:155–165
    • (2015) Appl Math Comput , vol.252 , pp. 155-165
    • Fister, I.1    Perc, M.2    Kamal, S.M.3    Fister, I.4
  • 11
    • 41149127482 scopus 로고    scopus 로고
    • The biological principles of swarm intelligence
    • Garnier S, Gautrais J, Theraulaz G (2007) The biological principles of swarm intelligence. Swarm Intell 1(1):3–31
    • (2007) Swarm Intell , vol.1 , Issue.1 , pp. 3-31
    • Garnier, S.1    Gautrais, J.2    Theraulaz, G.3
  • 12
    • 84871921831 scopus 로고    scopus 로고
    • A cooperative ant colony optimization-genetic algorithm approach for construction of energy demand forecasting knowledge-based expert systems
    • Ghanbari A, Kazemi SMR, Mehmanpazir F, Nakhostin MM (2013) A cooperative ant colony optimization-genetic algorithm approach for construction of energy demand forecasting knowledge-based expert systems. Knowl-Based Syst 39(1):194–206
    • (2013) Knowl-Based Syst , vol.39 , Issue.1 , pp. 194-206
    • Ghanbari, A.1    Kazemi, S.M.R.2    Mehmanpazir, F.3    Nakhostin, M.M.4
  • 13
    • 84888286871 scopus 로고    scopus 로고
    • A simulated annealing algorithm based approach for balancing and sequencing of mixed-model U-lines
    • Hamzadayi A, Yildiz G (2013) A simulated annealing algorithm based approach for balancing and sequencing of mixed-model U-lines. Comput Ind Eng 66(4):1070–1084
    • (2013) Comput Ind Eng , vol.66 , Issue.4 , pp. 1070-1084
    • Hamzadayi, A.1    Yildiz, G.2
  • 15
    • 84902303935 scopus 로고    scopus 로고
    • A hybrid genetic algorithm for feature subset selection in rough set theory
    • Jing SY (2014) A hybrid genetic algorithm for feature subset selection in rough set theory. Soft Comput 18(7):1373–1382
    • (2014) Soft Comput , vol.18 , Issue.7 , pp. 1373-1382
    • Jing, S.Y.1
  • 16
    • 80053566555 scopus 로고    scopus 로고
    • An ant colony optimization algorithm with improved pheromone correction strategy for the minimum weight vertex cover problem
    • Jovanovic R, Tuba M (2011) An ant colony optimization algorithm with improved pheromone correction strategy for the minimum weight vertex cover problem. Appl Soft Comput 11(8):5360–5366
    • (2011) Appl Soft Comput , vol.11 , Issue.8 , pp. 5360-5366
    • Jovanovic, R.1    Tuba, M.2
  • 17
    • 84897582877 scopus 로고    scopus 로고
    • Behaviour of pseudo-random and chaotic sources of stochasticity in nature-inspired optimization methods
    • Kromer P, Zelinka I, Snasel V (2014) Behaviour of pseudo-random and chaotic sources of stochasticity in nature-inspired optimization methods. Soft Comput 18(4):619–629
    • (2014) Soft Comput , vol.18 , Issue.4 , pp. 619-629
    • Kromer, P.1    Zelinka, I.2    Snasel, V.3
  • 18
    • 34548543165 scopus 로고    scopus 로고
    • Genetic algorithm with ant colony optimization (GA-ACO) for multiple sequence alignment
    • Lee ZJ, Su SF, Huang CC, Liu KH (2008) Genetic algorithm with ant colony optimization (GA-ACO) for multiple sequence alignment. Appl Soft Comput J 8(1):55–78
    • (2008) Appl Soft Comput J , vol.8 , Issue.1 , pp. 55-78
    • Lee, Z.J.1    Su, S.F.2    Huang, C.C.3    Liu, K.H.4
  • 19
    • 0037141357 scopus 로고    scopus 로고
    • Hybrid genetic algorithm and simulated annealing approach for the optimization of process plans for prismatic parts
    • Li WD, Ong SK, Nee AYC (2002) Hybrid genetic algorithm and simulated annealing approach for the optimization of process plans for prismatic parts. Int J Prod Res 40(8):1899–1922
    • (2002) Int J Prod Res , vol.40 , Issue.8 , pp. 1899-1922
    • Li, W.D.1    Ong, S.K.2    Nee, A.Y.C.3
  • 20
    • 34249018250 scopus 로고    scopus 로고
    • A hybrid quantum-inspired genetic algorithm for multiobjective flow shop scheduling
    • Li BB, Wang L (2007) A hybrid quantum-inspired genetic algorithm for multiobjective flow shop scheduling. IEEE Trans Syst Man Cybern Part B Cybern 37(3):576–591
    • (2007) IEEE Trans Syst Man Cybern Part B Cybern , vol.37 , Issue.3 , pp. 576-591
    • Li, B.B.1    Wang, L.2
  • 21
    • 84923552457 scopus 로고    scopus 로고
    • A new hybrid method based on particle swarm optimization, ant colony optimization and 3-opt algorithms for travelling salesman problem
    • Mahi M, Baykan ÖK, Kodaz H (2015) A new hybrid method based on particle swarm optimization, ant colony optimization and 3-opt algorithms for travelling salesman problem. Appl Soft Comput J 30(5):484–490
    • (2015) Appl Soft Comput J , vol.30 , Issue.5 , pp. 484-490
    • Mahi, M.1    Baykan, Ö.K.2    Kodaz, H.3
  • 22
    • 70349299946 scopus 로고    scopus 로고
    • A hybrid multi-swarm particle swarm optimization algorithm for the probabilistic traveling salesman problem
    • Marinakisa Y, Marinaki M (2010) A hybrid multi-swarm particle swarm optimization algorithm for the probabilistic traveling salesman problem. Comput Oper Res 37(3):432–442
    • (2010) Comput Oper Res , vol.37 , Issue.3 , pp. 432-442
    • Marinakisa, Y.1    Marinaki, M.2
  • 23
    • 84861809819 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms for portfolio management: a comprehensive literature review
    • Metaxiotis K, Liagkouras K (2012) Multiobjective evolutionary algorithms for portfolio management: a comprehensive literature review. Expert Syst Appl 39(14):11685–11698
    • (2012) Expert Syst Appl , vol.39 , Issue.14 , pp. 11685-11698
    • Metaxiotis, K.1    Liagkouras, K.2
  • 24
    • 84881552974 scopus 로고    scopus 로고
    • Global optimization using a multipoint type quasi-chaotic optimization method
    • Okamoto T, Hirata H (2013) Global optimization using a multipoint type quasi-chaotic optimization method. Appl Soft Comput 13(2):1247–1264
    • (2013) Appl Soft Comput , vol.13 , Issue.2 , pp. 1247-1264
    • Okamoto, T.1    Hirata, H.2
  • 25
    • 84873291602 scopus 로고    scopus 로고
    • A new sequential covering strategy for inducing classification rules with ant colony algorithms
    • Otero FEB, Freitas AA, Johnson CG (2013) A new sequential covering strategy for inducing classification rules with ant colony algorithms. IEEE Trans Evol Comput 17(1):64–76
    • (2013) IEEE Trans Evol Comput , vol.17 , Issue.1 , pp. 64-76
    • Otero, F.E.B.1    Freitas, A.A.2    Johnson, C.G.3
  • 26
    • 85027941917 scopus 로고    scopus 로고
    • Efficient motion and disparity estimation optimization for low complexity multiview video coding
    • Pan ZQ, Zhang Y, Kwong S (2015) Efficient motion and disparity estimation optimization for low complexity multiview video coding. IEEE Trans Broadcast. doi:10.1109/TBC.2015.2419824
    • (2015) IEEE Trans Broadcast
    • Pan, Z.Q.1    Zhang, Y.2    Kwong, S.3
  • 27
    • 40649091410 scopus 로고    scopus 로고
    • A neuro-immune network for solving the travelling salesman problem. In Proceedings of 2006 international joint conference on neural networks
    • Pasti R, Castro LND (2006) A neuro-immune network for solving the travelling salesman problem. In Proceedings of 2006 international joint conference on neural networks, Vancouver, pp 3760–3766
    • (2006) Vancouver , pp. 3760-3766
    • Pasti, R.1    Castro, L.N.D.2
  • 28
    • 84884878533 scopus 로고    scopus 로고
    • Hybridizing ant colony optimization with firefly algorithm for unconstrained optimization problems
    • Rizk-Allah RM, Zaki EM, El-Sawy AA (2013) Hybridizing ant colony optimization with firefly algorithm for unconstrained optimization problems. Appl Math Comput 224:473–483
    • (2013) Appl Math Comput , vol.224 , pp. 473-483
    • Rizk-Allah, R.M.1    Zaki, E.M.2    El-Sawy, A.A.3
  • 29
    • 84884812701 scopus 로고    scopus 로고
    • CARTopt: a random search method for nonsmooth unconstrained optimization
    • Robertson BL, Price CJ, Reale M (2013) CARTopt: a random search method for nonsmooth unconstrained optimization. Comput Optim Appl 56(2):291–315
    • (2013) Comput Optim Appl , vol.56 , Issue.2 , pp. 291-315
    • Robertson, B.L.1    Price, C.J.2    Reale, M.3
  • 30
    • 84867693003 scopus 로고    scopus 로고
    • Neural-based electricity load forecasting using hybrid of GA and ACO for feature selection
    • Sheikhan M, Mohammadi N (2012) Neural-based electricity load forecasting using hybrid of GA and ACO for feature selection. Neural Comput Appl 21(8):1961–1970
    • (2012) Neural Comput Appl , vol.21 , Issue.8 , pp. 1961-1970
    • Sheikhan, M.1    Mohammadi, N.2
  • 31
    • 84856082465 scopus 로고    scopus 로고
    • A hybrid genetic algorithm for the single machine scheduling problem with sequence-dependent setup times
    • Sioud A, Gravel M, Gagné C (2012) A hybrid genetic algorithm for the single machine scheduling problem with sequence-dependent setup times. Comput Oper Res 39(10):2415–2424
    • (2012) Comput Oper Res , vol.39 , Issue.10 , pp. 2415-2424
    • Sioud, A.1    Gravel, M.2    Gagné, C.3
  • 32
    • 62549158707 scopus 로고    scopus 로고
    • A hybrid genetic local search algorithm for the permutation flowshop scheduling problem
    • Tseng LY, Lin YT (2009) A hybrid genetic local search algorithm for the permutation flowshop scheduling problem. Eur J Oper Res 198(1):84–92
    • (2009) Eur J Oper Res , vol.198 , Issue.1 , pp. 84-92
    • Tseng, L.Y.1    Lin, Y.T.2
  • 33
    • 84901477496 scopus 로고    scopus 로고
    • A hybrid biogeography-based optimization algorithm for job shop scheduling problem
    • Wang XH, Duan HB (2014) A hybrid biogeography-based optimization algorithm for job shop scheduling problem. Comput Ind Eng 73(1):96–114
    • (2014) Comput Ind Eng , vol.73 , Issue.1 , pp. 96-114
    • Wang, X.H.1    Duan, H.B.2
  • 34
    • 9544245808 scopus 로고    scopus 로고
    • A niche hybrid genetic algorithm for global optimization of continuous multimodal functions
    • Wei LY, Zhao M (2005) A niche hybrid genetic algorithm for global optimization of continuous multimodal functions. Appl Math Comput (N Y) 160(3):649–661
    • (2005) Appl Math Comput (N Y) , vol.160 , Issue.3 , pp. 649-661
    • Wei, L.Y.1    Zhao, M.2
  • 35
    • 78449269535 scopus 로고    scopus 로고
    • A heuristic-based hybrid genetic-variable neighborhood search algorithm for task scheduling in heterogeneous multiprocessor system
    • Wen Y, Xu H, Yang JD (2011) A heuristic-based hybrid genetic-variable neighborhood search algorithm for task scheduling in heterogeneous multiprocessor system. Inf Sci 181(3):567–581
    • (2011) Inf Sci , vol.181 , Issue.3 , pp. 567-581
    • Wen, Y.1    Xu, H.2    Yang, J.D.3
  • 36
    • 84961291654 scopus 로고    scopus 로고
    • A rapid learning algorithm for vehicle classification
    • Wen XZ, Shao L, Xue Y, Fang W (2015) A rapid learning algorithm for vehicle classification. Inf Sci 295(1):395–406
    • (2015) Inf Sci , vol.295 , Issue.1 , pp. 395-406
    • Wen, X.Z.1    Shao, L.2    Xue, Y.3    Fang, W.4
  • 37
    • 79960698697 scopus 로고    scopus 로고
    • A hybrid ant colony optimization algorithm for the extended capacitated arc routing problem
    • Xing LN, Rohlfshagen P, Chen YW, Yao X (2011) A hybrid ant colony optimization algorithm for the extended capacitated arc routing problem. IEEE Trans Syst Man Cybern Part B Cybern 41(4):1110–1123
    • (2011) IEEE Trans Syst Man Cybern Part B Cybern , vol.41 , Issue.4 , pp. 1110-1123
    • Xing, L.N.1    Rohlfshagen, P.2    Chen, Y.W.3    Yao, X.4
  • 38
    • 84878432242 scopus 로고    scopus 로고
    • A review of three decades of research on some combinatorial optimization problems
    • Yanass HH (2013) A review of three decades of research on some combinatorial optimization problems. Pesqui Oper 33(1):11–36
    • (2013) Pesqui Oper , vol.33 , Issue.1 , pp. 11-36
    • Yanass, H.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.