메뉴 건너뛰기




Volumn 36, Issue 3, 2012, Pages 735-748

CLA-DE: A hybrid model based on cellular learning automata for numerical optimization

Author keywords

Cellular learning automata; Differential evolution algorithm; Learning automata; Optimization

Indexed keywords

AUTOMATA THEORY; ITERATIVE METHODS; LEARNING ALGORITHMS; OPTIMIZATION;

EID: 84862145176     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10489-011-0292-1     Document Type: Article
Times cited : (45)

References (36)
  • 3
    • 21244487904 scopus 로고    scopus 로고
    • A learning automata based algorithm for optimization of continuous complex functions
    • DOI 10.1016/j.ins.2004.09.004, PII S0020025504002634
    • Zeng X, Liu Z (2005) A learning automata based algorithm for optimization of continuous complex functions. Inf Sci 174:165-175 (Pubitemid 40893968)
    • (2005) Information Sciences , vol.174 , Issue.3-4 , pp. 165-175
    • Zeng, X.1    Liu, Z.2
  • 4
    • 1142293166 scopus 로고    scopus 로고
    • Distributed reinforcement learning control for batch sequencing and sizing in just-in-time manufacturing systems
    • Hong J, Prabhu VV (2004) Distributed reinforcement learning control for batch sequencing and sizing in just-in-time manufacturing systems. Int J Appl Intell 20:71-87
    • (2004) Int J Appl Intell , vol.20 , pp. 71-87
    • Hong, J.1    Prabhu, V.V.2
  • 5
    • 68149168998 scopus 로고    scopus 로고
    • Learning teaching strategies in an adaptive and intelligent educational system through reinforcement learning
    • Iglesias A, Martinez P, Aler R, Fernandez F (2009) Learning teaching strategies in an adaptive and intelligent educational system through reinforcement learning. Int J Appl Intell 31:89-106
    • (2009) Int J Appl Intell , vol.31 , pp. 89-106
    • Iglesias, A.1    Martinez, P.2    Aler, R.3    Fernandez, F.4
  • 11
    • 20844446188 scopus 로고    scopus 로고
    • Adaptive downlink scheduling and rate selection: A cross-layer design
    • Haleem MA, Chandramouli R (2005) Adaptive downlink scheduling and rate selection: a cross-layer design. IEEE J Sel Areas Commun 23:1287-1297
    • (2005) IEEE J Sel Areas Commun , vol.23 , pp. 1287-1297
    • Haleem, M.A.1    Chandramouli, R.2
  • 12
  • 13
    • 77956191609 scopus 로고    scopus 로고
    • Optimal sampling for estimation with constrained resources using a learning automaton-based solution for the nonlinear fractional knapsack problem
    • Granmo OC, Oommen BJ (2010) Optimal sampling for estimation with constrained resources using a learning automaton-based solution for the nonlinear fractional knapsack problem. Int J Appl Intell 33:3-20
    • (2010) Int J Appl Intell , vol.33 , pp. 3-20
    • Granmo, O.C.1    Oommen, B.J.2
  • 15
    • 58149192824 scopus 로고    scopus 로고
    • A cellular learning automata based clustering algorithm for wireless sensor networks
    • Esnaashari M, Meybodi MR (2008) A cellular learning automata based clustering algorithm for wireless sensor networks. Sens Lett 6:723-735
    • (2008) Sens Lett , vol.6 , pp. 723-735
    • Esnaashari, M.1    Meybodi, M.R.2
  • 16
    • 78651423558 scopus 로고    scopus 로고
    • Dynamic point coverage problem in wireless sensor networks: A cellular learning automata approach
    • Esnaashari M, Meybodi MR (2010) Dynamic point coverage problem in wireless sensor networks: a cellular learning automata approach. J Ad Hoc Sens Wirel Netw 10:193-234
    • (2010) J Ad Hoc Sens Wirel Netw , vol.10 , pp. 193-234
    • Esnaashari, M.1    Meybodi, M.R.2
  • 18
    • 41949122439 scopus 로고    scopus 로고
    • Asynchronous cellular learning automata
    • Beigy H, Meybodi MR (2008) Asynchronous cellular learning automata. J Autom 44:1350-1357
    • (2008) J Autom , vol.44 , pp. 1350-1357
    • Beigy, H.1    Meybodi, M.R.2
  • 19
    • 77955079969 scopus 로고    scopus 로고
    • Cellular learning automata with multiple learning automata in each cell and its applications
    • Beigy H, Meybodi MR (2010) Cellular learning automata with multiple learning automata in each cell and its applications. IEEE Trans Syst Man Cybern, Part B Cybern 40:54-66
    • (2010) IEEE Trans Syst Man Cybern, Part B Cybern , vol.40 , pp. 54-66
    • Beigy, H.1    Meybodi, M.R.2
  • 20
    • 28844457658 scopus 로고    scopus 로고
    • A new continuous action-set learning automaton for function optimization
    • DOI 10.1016/j.jfranklin.2005.07.004, PII S0016003205000645
    • Beigy H, Meybodi MR (2006) A new continuous action-set learning automata for function optimization. J Frankl Inst 343:27-47 (Pubitemid 41767733)
    • (2006) Journal of the Franklin Institute , vol.343 , Issue.1 , pp. 27-47
    • Beigy, H.1    Meybodi, M.R.2
  • 21
    • 48649086221 scopus 로고    scopus 로고
    • A new fine-grained evolutionary algorithm based on cellular learning automata
    • Rastegar R, Meybodi MR, Hariri A (2006) A new fine-grained evolutionary algorithm based on cellular learning automata. Int J Hybrid Intell Syst 3:83-98
    • (2006) Int J Hybrid Intell Syst , vol.3 , pp. 83-98
    • Rastegar, R.1    Meybodi, M.R.2    Hariri, A.3
  • 22
    • 77957896671 scopus 로고    scopus 로고
    • A note on the learning automata based algorithms for adaptive parameter selection in PSO
    • Hashemi AB, Meybodi MR (2011) A note on the learning automata based algorithms for adaptive parameter selection in PSO. Appl Soft Comput 11:689-705
    • (2011) Appl Soft Comput , vol.11 , pp. 689-705
    • Hashemi, A.B.1    Meybodi, M.R.2
  • 24
    • 0142000477 scopus 로고    scopus 로고
    • Differential Evolution - A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces
    • Storn R, Price KV (1997) Differential evolution-a simple and efficient heuristic for global optimization over continuous. Spaces J Glob Optim 11:341-359 (Pubitemid 127502202)
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 25
    • 27144498157 scopus 로고    scopus 로고
    • A numerical study of some modified differential evolution algorithms
    • DOI 10.1016/j.ejor.2004.08.047, PII S037722170500281X
    • Kaelo P, Ali MM (2006) A numerical study of some modified differential evolution algorithms. Eur J Oper Res 169:1176-1184 (Pubitemid 41492039)
    • (2006) European Journal of Operational Research , vol.169 , Issue.3 , pp. 1176-1184
    • Kaelo, P.1    Ali, M.M.2
  • 26
    • 33847199831 scopus 로고    scopus 로고
    • Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems
    • DOI 10.1109/TEVC.2006.872133
    • Brest J, Greiner S, Boskovic B, Mernik M, Zumer V (2006) Self adapting control parameters in differential evolution: a comparative study on numerical benchmark problems. IEEE Trans Evol Comput 10:646-657 (Pubitemid 46445554)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.6 , pp. 646-657
    • Brest, J.1    Greiner, S.2    Boskovic, B.3    Mernik, M.4    Zumer, V.5
  • 28
    • 54249120350 scopus 로고    scopus 로고
    • Population size reduction for the differential evolution algorithm
    • Brest J, Maucec MS (2008) Population size reduction for the differential evolution algorithm. Int J Appl Intell 29:228-247
    • (2008) Int J Appl Intell , vol.29 , pp. 228-247
    • Brest, J.1    Maucec, M.S.2
  • 30
    • 4344714817 scopus 로고    scopus 로고
    • A comparative study of differential evolution, particle swarm optimization and evolutionary algorithms on numerical benchmark problems
    • Piscat-away, New Jersey
    • Vesterstrom J, Thomsen R (2004) A comparative study of differential evolution, particle swarm optimization and evolutionary algorithms on numerical benchmark problems. In: Proceedings of IEEE international congress on evolutionary computation, Piscat-away, New Jersey, vol 3, pp 1980-1987
    • (2004) Proceedings of IEEE International Congress on Evolutionary Computation , vol.3 , pp. 1980-1987
    • Vesterstrom, J.1    Thomsen, R.2
  • 32
    • 0035247566 scopus 로고    scopus 로고
    • An orthogonal genetic algorithm with quantization for global numerical optimization
    • Leung YW, Wang YP (2001) An orthogonal genetic algorithm with quantization for global numerical optimization. IEEE Trans Evol Comput 5:41-53
    • (2001) IEEE Trans Evol Comput , vol.5 , pp. 41-53
    • Leung, Y.W.1    Wang, Y.P.2
  • 33
    • 0032685734 scopus 로고    scopus 로고
    • Evolutionary programming made faster
    • Yao X, Liu Y, Lin G (1999) Evolutionary programming made faster. IEEE Trans Evol Comput 3:82-102
    • (1999) IEEE Trans Evol Comput , vol.3 , pp. 82-102
    • Yao, X.1    Liu, Y.2    Lin, G.3
  • 36
    • 20444409462 scopus 로고    scopus 로고
    • A fuzzy adaptive differential evolution algorithm
    • DOI 10.1007/s00500-004-0363-x
    • Liu J, Lampinen J (2005) A fuzzy adaptive differential evolution algorithm. Soft Comput Fusion Found Methodol Appl 9:448-462 (Pubitemid 40802750)
    • (2005) Soft Computing , vol.9 , Issue.6 , pp. 448-462
    • Liu, J.1    Lampinen, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.