메뉴 건너뛰기




Volumn 17, Issue 10, 2013, Pages 1911-1928

Memetic search in artificial bee colony algorithm

Author keywords

Artificial bee colony; Exploration exploitation; Memetic algorithm; Swarm intelligence

Indexed keywords

ARTIFICIAL BEE COLONIES; ARTIFICIAL BEE COLONIES (ABC); ARTIFICIAL BEE COLONY ALGORITHMS; ENGINEERING OPTIMIZATION PROBLEMS; EXPLORATION EXPLOITATIONS; MEMETIC ALGORITHMS; NATURE INSPIRED ALGORITHMS; SWARM INTELLIGENCE;

EID: 84883745702     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-013-1032-8     Document Type: Article
Times cited : (78)

References (69)
  • 1
    • 84857832525 scopus 로고    scopus 로고
    • A modified artificial bee colony algorithm for real-parameter optimization
    • doi: 10. 1016/j. ins. 2010. 07. 015
    • Akay B, Karaboga D (2010) A modified artificial bee colony algorithm for real-parameter optimization. Inf Sci. doi: 10. 1016/j. ins. 2010. 07. 015.
    • (2010) Inf Sci
    • Akay, B.1    Karaboga, D.2
  • 2
    • 22044435106 scopus 로고    scopus 로고
    • A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems
    • Ali MM, Khompatraporn C, Zabinsky ZB (2005) A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems. J Global Optim 31(4): 635-672.
    • (2005) J Glob Optim , vol.31 , Issue.4 , pp. 635-672
    • Ali, M.M.1    Khompatraporn, C.2    Zabinsky, Z.B.3
  • 3
    • 78751612006 scopus 로고    scopus 로고
    • The best-so-far selection in artificial bee colony algorithm
    • Banharnsakun A., Achalakul T, Sirinaovakul B (2011) The best-so-far selection in artificial bee colony algorithm. Appl Soft Comput 11(2): 2888-2901.
    • (2011) Appl Soft Comput , vol.11 , Issue.2 , pp. 2888-2901
    • Banharnsakun, A.1    Achalakul, T.2    Sirinaovakul, B.3
  • 4
    • 0037592480 scopus 로고    scopus 로고
    • Evolution strategies-a comprehensive introduction
    • Beyer HG, Schwefel HP (2002) Evolution strategies-a comprehensive introduction. Nat comput Springer 1(1): 3-52.
    • (2002) Nat Comput Springer , vol.1 , Issue.1 , pp. 3-52
    • Beyer, H.G.1    Schwefel, H.P.2
  • 5
    • 34547381599 scopus 로고    scopus 로고
    • Self-adaptive differential evolution algorithm in constrained real-parameter optimization
    • CEC 2006. IEEE
    • Brest J, Zumer V, Maucec MS (2006) Self-adaptive differential evolution algorithm in constrained real-parameter optimization. In: IEEE Congress on Evolutionary Computation 2006. CEC 2006. IEEE, pp 215-222.
    • (2006) IEEE Congress on Evolutionary Computation 2006 , pp. 215-222
    • Brest, J.1    Zumer, V.2    Maucec, M.S.3
  • 7
    • 62549089098 scopus 로고    scopus 로고
    • Super-fit control adaptation in memetic differential evolution frameworks
    • Caponio A, Neri F, Tirronen V (2009) Super-fit control adaptation in memetic differential evolution frameworks. Soft Comput-A Fusion Found, Methodol Appl 13(8): 811-831.
    • (2009) Soft Comput-A Fusion Found Methodol Appl , vol.13 , Issue.8 , pp. 811-831
    • Caponio, A.1    Neri, F.2    Tirronen, V.3
  • 9
    • 84883766920 scopus 로고    scopus 로고
    • 16 July 2012
    • Clerc M (2012) List based pso for real problems. http://clerc. maurice. free. fr/pso/ListBasedPSO/ListBasedPSO28PSOsite29. pdf, 16 July 2012.
    • (2012) List based pso for real problems
    • Clerc, M.1
  • 10
    • 82655184741 scopus 로고    scopus 로고
    • Memetic algorithms in continuous optimization
    • Cotta C, Neri F (2012) Memetic algorithms in continuous optimization. Handbook of Memetic Algorithms, pp 121-134.
    • (2012) Handbook of Memetic Algorithms , pp. 121-134
    • Cotta, C.1    Neri, F.2
  • 12
    • 33846309260 scopus 로고    scopus 로고
    • Advances in artificial immune systems
    • Dasgupta D (2006) Advances in artificial immune systems. Comput Intell Mag IEEE 1(4): 40-49.
    • (2006) Comput Intell Mag IEEE , vol.1 , Issue.4 , pp. 40-49
    • Dasgupta, D.1
  • 13
    • 80052851863 scopus 로고    scopus 로고
    • Performance evaluation of artificial bee colony optimization and new selection schemes
    • Diwold K, Aderhold A, Scheidler A, Middendorf M (2011) Performance evaluation of artificial bee colony optimization and new selection schemes. Memet Comput 3(3): 149-162.
    • (2011) Memet Comput , vol.3 , Issue.3 , pp. 149-162
    • Diwold, K.1    Aderhold, A.2    Scheidler, A.3    Middendorf, M.4
  • 14
    • 84901418243 scopus 로고    scopus 로고
    • Ant colony optimization: a new meta-heuristic
    • 1999. CEC 99. Proceedings of the 1999 Congress on, IEEE
    • Dorigo M, Di Caro G (1999) Ant colony optimization: a new meta-heuristic. In: Evolutionary Computation, 1999. CEC 99. Proceedings of the 1999 Congress on, vol 2. IEEE.
    • (1999) Evolutionary Computation , vol.2
    • Dorigo, M.1    Di Caro, G.2
  • 16
    • 80055056236 scopus 로고    scopus 로고
    • Performance assessment of foraging algorithms vs. evolutionary algorithms
    • El-Abd M (2011) Performance assessment of foraging algorithms vs. evolutionary algorithms. Inf Sci 182(1): 243-263.
    • (2011) Inf Sci , vol.182 , Issue.1 , pp. 243-263
    • El-Abd, M.1
  • 19
    • 69949170541 scopus 로고    scopus 로고
    • Bihea: a hybrid evolutionary approach for microarray biclustering
    • Gallo C, Carballido J, Ponzoni I (2009) Bihea: a hybrid evolutionary approach for microarray biclustering. In: Advances in Bioinformatics and Computational Biology, LNCS, vol 5676. Springer, Heidelberg, pp 36-47.
    • (2009) Adv Bioinforma Comput Biol , vol.5676 , pp. 36-47
    • Gallo, C.1    Carballido, J.2    Ponzoni, I.3
  • 22
    • 84938447945 scopus 로고
    • Direct search solution of numerical and statistical problems
    • Hooke R, Jeeves TA (1961) "Direct search" solution of numerical and statistical problems. J ACM (JACM) 8(2): 212-229.
    • (1961) J ACM (JACM) , vol.8 , Issue.2 , pp. 212-229
    • Hooke, R.1    Jeeves, T.A.2
  • 24
    • 84855440057 scopus 로고    scopus 로고
    • Ockham's razor in memetic computing: three stage optimal memetic exploration
    • Iacca G, Neri F, Mininno E, Ong YS, Lim MH (2012) Ockham's razor in memetic computing: three stage optimal memetic exploration. Inf Sci: Int J 188: 17-43.
    • (2012) Inf Sci: Int J , vol.188 , pp. 17-43
    • Iacca, G.1    Neri, F.2    Mininno, E.3    Ong, Y.S.4    Lim, M.H.5
  • 25
    • 0346781550 scopus 로고    scopus 로고
    • Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining
    • Ishibuchi H, Yamamoto T (2004) Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining. Fuzzy Sets Syst 141(1): 59-88.
    • (2004) Fuzzy Sets Syst , vol.141 , Issue.1 , pp. 59-88
    • Ishibuchi, H.1    Yamamoto, T.2
  • 26
    • 0038273913 scopus 로고    scopus 로고
    • Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling
    • Ishibuchi H, Yoshida T, Murata T (2003) Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling. IEEE Trans Evol Comput 7(2): 204-223.
    • (2003) IEEE Trans Evol Comput , vol.7 , Issue.2 , pp. 204-223
    • Ishibuchi, H.1    Yoshida, T.2    Murata, T.3
  • 27
    • 79957509556 scopus 로고    scopus 로고
    • Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions
    • Kang F, Li J, Ma Z (2011) Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions. Inf Sci 181(16): 3508-3531.
    • (2011) Inf Sci , vol.181 , Issue.16 , pp. 3508-3531
    • Kang, F.1    Li, J.2    Ma, Z.3
  • 28
    • 79953057237 scopus 로고    scopus 로고
    • Artificial bee colony algorithm with local search for numerical optimization
    • Kang F, Li J, Ma Z, Li H (2011) Artificial bee colony algorithm with local search for numerical optimization. J Softw 6(3): 490-497.
    • (2011) J Softw , vol.6 , Issue.3 , pp. 490-497
    • Kang, F.1    Li, J.2    Ma, Z.3    Li, H.4
  • 30
    • 67349273050 scopus 로고    scopus 로고
    • A comparative study of artificial bee colony algorithm
    • Karaboga D, Akay B (2009) A comparative study of artificial bee colony algorithm. Appl Math Comput 214(1): 108-132.
    • (2009) Appl Math Comput , vol.214 , Issue.1 , pp. 108-132
    • Karaboga, D.1    Akay, B.2
  • 31
    • 84863038455 scopus 로고    scopus 로고
    • A modified artificial bee colony (abc) algorithm for constrained optimization problems
    • Karaboga D, Akay B (2010) A modified artificial bee colony (abc) algorithm for constrained optimization problems. Appl Soft Comput.
    • (2010) Appl Soft Comput
    • Karaboga, D.1    Akay, B.2
  • 36
    • 34248141625 scopus 로고    scopus 로고
    • An improved harmony search algorithm for solving optimization problems
    • Mahdavi M, Fesanghary M, Damangir E (2007) An improved harmony search algorithm for solving optimization problems. Appl Math Comput 188(2): 1567-1579.
    • (2007) Appl Math Comput , vol.188 , Issue.2 , pp. 1567-1579
    • Mahdavi, M.1    Fesanghary, M.2    Damangir, E.3
  • 37
    • 79959389554 scopus 로고    scopus 로고
    • Elitist artificial bee colony for constrained real-parameter optimization
    • IEEE Service Center, Barcelona, Spain
    • Mezura-Montes E, Velez-Koeppel RE (2010) Elitist artificial bee colony for constrained real-parameter optimization. In 2010 Congress on Evolutionary Computation (CEC2010), IEEE Service Center, Barcelona, Spain, pp 2068-2075.
    • (2010) 2010 Congress on Evolutionary Computation (CEC2010) , pp. 2068-2075
    • Mezura-Montes, E.1    Velez-Koeppel, R.E.2
  • 38
    • 77952403873 scopus 로고    scopus 로고
    • A memetic differential evolution approach in noisy optimization
    • Mininno E, Neri F (2010) A memetic differential evolution approach in noisy optimization. Memet Comput 2(2): 111-135.
    • (2010) Memet Comput , vol.2 , Issue.2 , pp. 111-135
    • Mininno, E.1    Neri, F.2
  • 39
    • 0009015060 scopus 로고
    • On evolution, search, optimization, genetic algorithms and martial arts: towards memetic algorithms
    • Moscato P (1989) On evolution, search, optimization, genetic algorithms and martial arts: towards memetic algorithms. Caltech concurrent computation program, C3P Report, 826: 1989.
    • (1989) Caltech concurrent computation program, C3P Report , vol.826 , pp. 1989
    • Moscato, P.1
  • 41
    • 79953060187 scopus 로고    scopus 로고
    • Disturbed exploitation compact differential evolution for limited memory optimization problems
    • Neri F, Iacca G, Mininno E (2011) Disturbed exploitation compact differential evolution for limited memory optimization problems. Inf Sci 181(12): 2469-2487.
    • (2011) Inf Sci , vol.181 , Issue.12 , pp. 2469-2487
    • Neri, F.1    Iacca, G.2    Mininno, E.3
  • 42
    • 65649109765 scopus 로고    scopus 로고
    • Scale factor local search in differential evolution
    • Neri F, Tirronen V (2009) Scale factor local search in differential evolution. Memet Comput Springer 1(2): 153-171.
    • (2009) Memet Comput Springer , vol.1 , Issue.2 , pp. 153-171
    • Neri, F.1    Tirronen, V.2
  • 44
    • 34250767334 scopus 로고    scopus 로고
    • Development of golden section search driven particle swarm optimization and its application
    • IEEE
    • Oh S, Hori Y (2006) Development of golden section search driven particle swarm optimization and its application. In SICE-ICASE, 2006. International Joint Conference. IEEE, pp 2868-2873.
    • (2006) SICE-ICASE, 2006. International Joint Conference , pp. 2868-2873
    • Oh, S.1    Hori, Y.2
  • 45
    • 2442474238 scopus 로고    scopus 로고
    • Meta-lamarckian learning in memetic algorithms
    • Ong YS, Keane A. J (2004) Meta-lamarckian learning in memetic algorithms. IEEE Trans Evol Comput 8(2): 99-110.
    • (2004) IEEE Trans Evol Comput , vol.8 , Issue.2 , pp. 99-110
    • Ong, Y.S.1    Keane, A.J.2
  • 46
    • 77951278725 scopus 로고    scopus 로고
    • Memetic computationpast, present and future [research frontier]
    • Ong YS, Lim M, Chen X (2010) Memetic computationpast, present and future [research frontier]. Comput Intell Mag IEEE 5(2): 24-31.
    • (2010) Comput Intell Mag IEEE , vol.5 , Issue.2 , pp. 24-31
    • Ong, Y.S.1    Lim, M.2    Chen, X.3
  • 48
    • 0037394089 scopus 로고    scopus 로고
    • Evolutionary optimization of computationally expensive problems via surrogate modeling
    • Ong YS, Nair PB, Keane A. J (2003) Evolutionary optimization of computationally expensive problems via surrogate modeling. AIAA J 41(4): 687-696.
    • (2003) AIAA J , vol.41 , Issue.4 , pp. 687-696
    • Ong, Y.S.1    Nair, P.B.2    Keane, A.J.3
  • 50
    • 0036608987 scopus 로고    scopus 로고
    • Biomimicry of bacterial foraging for distributed optimization and control
    • Passino KM (2002) Biomimicry of bacterial foraging for distributed optimization and control. Control Syst Mag IEEE 22(3): 52-67.
    • (2002) Control Syst Mag IEEE , vol.22 , Issue.3 , pp. 52-67
    • Passino, K.M.1
  • 52
    • 0016986026 scopus 로고
    • Optimal design of a class of welded structures using geometric programming
    • Ragsdell KM, Phillips DT (1976) Optimal design of a class of welded structures using geometric programming. ASME J Eng Ind 98(3): 1021-1025.
    • (1976) ASME J Eng Ind , vol.98 , Issue.3 , pp. 1021-1025
    • Ragsdell, K.M.1    Phillips, D.T.2
  • 54
    • 67650128137 scopus 로고    scopus 로고
    • Arc-guided evolutionary algorithm for the vehicle routing problem with time windows
    • Repoussis PP, Tarantilis CD, Ioannou G (2009) Arc-guided evolutionary algorithm for the vehicle routing problem with time windows. Evol Comput IEEE Trans 13(3): 624-647.
    • (2009) Evol Comput IEEE Trans , vol.13 , Issue.3 , pp. 624-647
    • Repoussis, P.P.1    Tarantilis, C.D.2    Ioannou, G.3
  • 56
    • 77951280655 scopus 로고    scopus 로고
    • Hybrid approaches and dimensionality reduction for portfolio selection with cardinality constraints
    • Ruiz-Torrubiano R, Suárez A (2010) Hybrid approaches and dimensionality reduction for portfolio selection with cardinality constraints. Comput Intell Mag IEEE 5(2): 92-107.
    • (2010) Comput Intell Mag IEEE , vol.5 , Issue.2 , pp. 92-107
    • Ruiz-Torrubiano, R.1    Suárez, A.2
  • 57
    • 0025448058 scopus 로고
    • Nonlinear integer and discrete programming in mechanical design optimization
    • Sandgren E (1990) Nonlinear integer and discrete programming in mechanical design optimization. J Mech Des 112: 223.
    • (1990) J Mech Des , vol.112 , pp. 223
    • Sandgren, E.1
  • 58
    • 84881614951 scopus 로고    scopus 로고
    • Opposition based lTvy flight artificial bee colony
    • doi: 10. 1007/s12293-012-0104-0, December (2012)
    • Sharma H, Chand Bansal J, Arya KV (2012) Opposition based lTvy flight artificial bee colony. Memet Comput. doi: 10. 1007/s12293-012-0104-0, December (2012).
    • (2012) Memet Comput
    • Sharma, H.1    Chand Bansal, J.2    Arya, K.V.3
  • 59
    • 82855169836 scopus 로고    scopus 로고
    • Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization
    • Suganthan PN, Hansen N, Liang JJ, Deb K, Chen YP, Auger A, Tiwari S (2005) Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization. In CEC 2005.
    • (2005) CEC 2005
    • Suganthan, P.N.1    Hansen, N.2    Liang, J.J.3    Deb, K.4    Chen, Y.P.5    Auger, A.6    Tiwari, S.7
  • 60
    • 0003768085 scopus 로고    scopus 로고
    • Oxford University Press, Oxford
    • Susan J (1999) The meme machine. Oxford University Press, Oxford.
    • (1999) The meme machine
    • Susan, J.1
  • 62
    • 70349871709 scopus 로고    scopus 로고
    • Memetic algorithm with extended neighborhood search for capacitated arc routing problems
    • Tang K, Mei Y, Yao X (2009) Memetic algorithm with extended neighborhood search for capacitated arc routing problems. IEEE Trans Evol Comput 13(5): 1151-1166.
    • (2009) IEEE Trans Evol Comput , vol.13 , Issue.5 , pp. 1151-1166
    • Tang, K.1    Mei, Y.2    Yao, X.3
  • 63
    • 34247573442 scopus 로고    scopus 로고
    • A new crossover operator for real coded genetic algorithms
    • Thakur Deep M. K. (2007) A new crossover operator for real coded genetic algorithms. Appl Math Comput 188(1): 895-911.
    • (2007) Appl Math Comput , vol.188 , Issue.1 , pp. 895-911
    • Thakur Deep, M.K.1
  • 64
    • 0036497198 scopus 로고    scopus 로고
    • A seeded memetic algorithm for large unit commitment problems
    • Valenzuela J, Smith AE (2002) A seeded memetic algorithm for large unit commitment problems. J Heuristics 8(2): 173-195.
    • (2002) J Heuristics , vol.8 , Issue.2 , pp. 173-195
    • Valenzuela, J.1    Smith, A.E.2
  • 65
    • 4344714817 scopus 로고    scopus 로고
    • comparative study of differential evolution, particle swarm optimization, and evolutionary algorithms on numerical benchmark problems
    • IEEE
    • Vesterstrom J, Thomsen RA (2004) comparative study of differential evolution, particle swarm optimization, and evolutionary algorithms on numerical benchmark problems. In: Evolutionary Computation, 2004. CEC2004. Congress on, vol. 2. IEEE, pp 1980-1987.
    • (2004) Evolutionary Computation, 2004. CEC2004. Congress on , vol.2 , pp. 1980-1987
    • Vesterstrom, J.1    Thomsen, R.A.2
  • 66
    • 62549102874 scopus 로고    scopus 로고
    • A memetic algorithm with adaptive hill climbing strategy for dynamic optimization problems
    • Wang H, Wang D, Yang S (2009) A memetic algorithm with adaptive hill climbing strategy for dynamic optimization problems. Soft Comput-A Fusion Found Methodol Appl 13(8): 763-780.
    • (2009) Soft Comput-A Fusion Found Methodol Appl , vol.13 , Issue.8 , pp. 763-780
    • Wang, H.1    Wang, D.2    Yang, S.3
  • 67
    • 0024324845 scopus 로고
    • The box plot: a simple visual method to interpret data
    • Williamson DF, Parker RA, Kendrick JS (1989) The box plot: a simple visual method to interpret data. Ann Intern Med 110(11): 916.
    • (1989) Ann Intern Med , vol.110 , Issue.11 , pp. 916
    • Williamson, D.F.1    Parker, R.A.2    Kendrick, J.S.3
  • 69
    • 78049297395 scopus 로고    scopus 로고
    • Gbest-guided artificial bee colony algorithm for numerical function optimization
    • Zhu G, Kwong S (2010) Gbest-guided artificial bee colony algorithm for numerical function optimization. Appl Math Comput 217(7): 3166-3173.
    • (2010) Appl Math Comput , vol.217 , Issue.7 , pp. 3166-3173
    • Zhu, G.1    Kwong, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.