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Volumn 47, Issue 3, 2013, Pages 367-388

A mixed-discrete Particle Swarm Optimization algorithm with explicit diversity-preservation

Author keywords

Constraint; Discrete variable; Mixed integer nonlinear programming (MINLP); Particle Swarm Optimization; Population diversity; Wind farm layout

Indexed keywords

CONSTRAINT; DISCRETE VARIABLES; MIXED-INTEGER NONLINEAR PROGRAMMING; POPULATION DIVERSITY; WIND FARM LAYOUTS;

EID: 84880569625     PISSN: 1615147X     EISSN: 16151488     Source Type: Journal    
DOI: 10.1007/s00158-012-0851-z     Document Type: Article
Times cited : (119)

References (57)
  • 1
    • 67349261353 scopus 로고    scopus 로고
    • Chaos embedded particle swarm optimization algorithms
    • 2531259 1198.90400 10.1016/j.chaos.2007.09.063
    • Alatas B, Akin E, Ozer AB (2009) Chaos embedded particle swarm optimization algorithms. Chaos Solitons Fractals 40(4):1715-1734
    • (2009) Chaos Solitons Fractals , vol.40 , Issue.4 , pp. 1715-1734
    • Alatas, B.1    Akin, E.2    Ozer, A.B.3
  • 2
    • 35448934039 scopus 로고    scopus 로고
    • A review of particle swarm optimization. Part I: Background and development
    • DOI 10.1007/s11047-007-9049-5
    • Banks A, Vincent J, Anyakoha C (2007) A review of particle swarm optimization. Part I: background and development. Nat Comput 6(4):467-484 (Pubitemid 47629392)
    • (2007) Natural Computing , vol.6 , Issue.4 , pp. 467-484
    • Banks, A.1    Vincent, J.2    Anyakoha, C.3
  • 3
    • 39049136085 scopus 로고    scopus 로고
    • A review of particle swarm optimization. Part II: Hybridisation, combinatorial, multicriteria and constrained optimization, and indicative applications
    • DOI 10.1007/s11047-007-9050-z
    • Banks A, Vincent J, Anyakoha C (2008) A review of particle swarm optimization. Part II: hybridisation, combinatorial, multicriteria and constrained optimization, and indicative applications. Nat Comput 7(1):109-124 (Pubitemid 351234459)
    • (2008) Natural Computing , vol.7 , Issue.1 , pp. 109-124
    • Banks, A.1    Vincent, J.2    Anyakoha, C.3
  • 9
    • 77953027142 scopus 로고    scopus 로고
    • Improvements to single-objective constrained predator-prey evolutionary optimization algorithm
    • 2601472 10.1007/s00158-009-0433-x
    • Chowdhury S, Dulikravich GS (2010) Improvements to single-objective constrained predator-prey evolutionary optimization algorithm. Struct Multidisc Optim 41(4):541-554
    • (2010) Struct Multidisc Optim , vol.41 , Issue.4 , pp. 541-554
    • Chowdhury, S.1    Dulikravich, G.S.2
  • 10
    • 77953028289 scopus 로고    scopus 로고
    • Modified predator-prey algorithm for constrained and unconstrained multi-objective optimisation
    • 1182.65090
    • Chowdhury S, Dulikravich GS, Moral RJ (2009) Modified predator-prey algorithm for constrained and unconstrained multi-objective optimisation. Int J Math Model Numer Optim 1(1/2):1-38
    • (2009) Int J Math Model Numer Optim , vol.1 , Issue.12 , pp. 1-38
    • Chowdhury, S.1    Dulikravich, G.S.2    Moral, R.J.3
  • 14
    • 80052534765 scopus 로고    scopus 로고
    • Unrestricted wind farm layout optimization (UWFLO): Investigating key factors influencing the maximum power generation
    • 10.1016/j.renene.2011.06.033
    • Chowdhury S, Zhang J, Messac A, Castillo L (2012) Unrestricted wind farm layout optimization (UWFLO): investigating key factors influencing the maximum power generation. Renew Energy 38(1):16-30
    • (2012) Renew Energy , vol.38 , Issue.1 , pp. 16-30
    • Chowdhury, S.1    Zhang, J.2    Messac, A.3    Castillo, L.4
  • 15
    • 80455146948 scopus 로고    scopus 로고
    • CMU, IBM Accessed 1 Dec 2010
    • CMU, IBM (2010) CMU-IBM Cyber-infrastructure for MINLP. http://www.minlp.org/index.php. Accessed 1 Dec 2010
    • (2010) CMU-IBM Cyber-infrastructure for MINLP
  • 19
    • 80455165735 scopus 로고    scopus 로고
    • GamsWorld Accessed 1 Dec 2010
    • GamsWorld (2010) MINLP World. http://www.gamsworld.org/minlp/index.htm. Accessed 1 Dec 2010
    • (2010) MINLP World
  • 20
    • 84863908322 scopus 로고    scopus 로고
    • GE-Energy Accessed 1 Dec 2009
    • GE-Energy (2009) 1.5 mw wind turbine. http://www.ge-energy.com/products and services/products/windturbines/index.jsp. Accessed 1 Dec 2009
    • (2009) 1.5 Mw Wind Turbine
  • 22
    • 77949570984 scopus 로고    scopus 로고
    • Optimization of wind farm turbines layout using an evolutive algorithm
    • 10.1016/j.renene.2010.01.010
    • Gonzalez JS, Rodriguez AGG, Mora JC, Santos JR, Payan MB (2010) Optimization of wind farm turbines layout using an evolutive algorithm. Renew Energy 35(8):1671-1681
    • (2010) Renew Energy , vol.35 , Issue.8 , pp. 1671-1681
    • Gonzalez, J.S.1    Rodriguez, A.G.G.2    Mora, J.C.3    Santos, J.R.4    Payan, M.B.5
  • 23
    • 4544297625 scopus 로고    scopus 로고
    • Placement of wind turbines using genetic algorithms
    • DOI 10.1016/j.renene.2004.05.007, PII S0960148104001867
    • Grady SA, Hussaini MY, Abdullah MM (2005) Placement of wind turbines using genetic algorithms. Renew Energy 30(2):259-270 (Pubitemid 40273946)
    • (2005) Renewable Energy , vol.30 , Issue.2 , pp. 259-270
    • Grady, S.A.1    Hussaini, M.Y.2    Abdullah, M.M.3
  • 25
    • 36749094527 scopus 로고    scopus 로고
    • A combinatorial particle swarm optimization for solving multi-mode resource-constrained project scheduling problems
    • DOI 10.1016/j.amc.2007.04.096, PII S009630030700553X
    • Jarboui B, Damak N, Siarry P, Rebai A (2008) A combinatorial particle swarm optimization for solving multi-mode resource-constrained project scheduling problems. Appl Math Comput 195:299-308 (Pubitemid 350213083)
    • (2008) Applied Mathematics and Computation , vol.195 , Issue.1 , pp. 299-308
    • Jarboui, B.1    Damak, N.2    Siarry, P.3    Rebai, A.4
  • 29
    • 33746622584 scopus 로고    scopus 로고
    • Penalty function approach for the mixed discrete nonlinear problems by particle swarm optimization
    • DOI 10.1007/s00158-006-0021-2
    • Kitayama S, Arakawa M, Yamazaki K (2006) Penalty function approach for the mixed discrete nonlinear problems by particle swarm optimization. Struct Multidisc Optim 32:191-202 (Pubitemid 44157778)
    • (2006) Structural and Multidisciplinary Optimization , vol.32 , Issue.3 , pp. 191-202
    • Kitayama, S.1    Arakawa, M.2    Yamazaki, K.3
  • 32
    • 0014520899 scopus 로고
    • Study on a memory gradient method for the minimization of functions
    • 245182 0165.22702 10.1007/BF00929359
    • Miele A, Cantrell JW (1969) Study on a memory gradient method for the minimization of functions. J Optim Theory Appl 3(6):459-470
    • (1969) J Optim Theory Appl , vol.3 , Issue.6 , pp. 459-470
    • Miele, A.1    Cantrell, J.W.2
  • 33
    • 34548173671 scopus 로고    scopus 로고
    • Analysis of power enhancement for a row of wind turbines using the actuator line technique
    • Mikkelsen R, Sorensen JN, Oye S, Troldborg N (2007) Analysis of power enhancement for a row of wind turbines using the actuator line technique. J Phys 75(1)
    • (2007) J Phys , vol.75 , Issue.1
    • Mikkelsen, R.1    Sorensen, J.N.2    Oye, S.3    Troldborg, N.4
  • 34
    • 70350743007 scopus 로고    scopus 로고
    • Application of NSGA-II algorithm to single-objective transmission constrained generation expansion planning
    • 10.1109/TPWRS.2009.2030428
    • Murugan P, Kannan S, Baskar S (2009) Application of NSGA-II algorithm to single-objective transmission constrained generation expansion planning. IEEE Trans Power Syst 24(4):1790-1797
    • (2009) IEEE Trans Power Syst , vol.24 , Issue.4 , pp. 1790-1797
    • Murugan, P.1    Kannan, S.2    Baskar, S.3
  • 35
    • 33845675473 scopus 로고    scopus 로고
    • Diversity control in ant colony optimization
    • Nakamichi Y, Arita T (2004) Diversity control in ant colony optimization. Artif Life Robot 7(4):198-204 (Pubitemid 38615804)
    • (2004) Artificial Life and Robotics , vol.7 , Issue.4 , pp. 198-204
    • Nakamichi, Y.1    Arita, T.2
  • 40
    • 37649009507 scopus 로고    scopus 로고
    • Mixed-integer nonlinear programming optimization strategies for batch plant design problems
    • 10.1016/j.cep.2007.01.020
    • Ponsich A, Azzaro-Pantel C, Domenech S, Pibouleau L (2008) Mixed-integer nonlinear programming optimization strategies for batch plant design problems. Chem Eng Process 47:420-434
    • (2008) Chem Eng Process , vol.47 , pp. 420-434
    • Ponsich, A.1    Azzaro-Pantel, C.2    Domenech, S.3    Pibouleau, L.4
  • 41
    • 3142768423 scopus 로고    scopus 로고
    • Self-organizing hierarchial particle swarm optimizer with time-varying acceleration coefficients
    • 10.1109/TEVC.2004.826071
    • Ratnaweera A, Halgamuge SK, Watson HC (2004) Self-organizing hierarchial particle swarm optimizer with time-varying acceleration coefficients. IEEE Trans Evol Comput 8(3):240-255
    • (2004) IEEE Trans Evol Comput , vol.8 , Issue.3 , pp. 240-255
    • Ratnaweera, A.1    Halgamuge, S.K.2    Watson, H.C.3
  • 44
    • 84879015433 scopus 로고    scopus 로고
    • Parameter selection in particle swarm optimization
    • Evolutionary Programming VII
    • Shi Y, Eberhart RC (1998) Parameter selection in particle swarm optimization. In: Evolutionary programming VII. New York, USA, pp 591-600 (Pubitemid 128118969)
    • (1998) Lecture Notes in Computer Science , Issue.1447 , pp. 591-600
    • Shi, Y.1    Eberhart, R.C.2
  • 46
    • 79951770257 scopus 로고    scopus 로고
    • Modified particle swarm optimization for a multimodal mixed-variable laser peening process
    • 10.1007/s00158-010-0540-8
    • Singh G, Grandhi RV, Stargel DS (2010) Modified particle swarm optimization for a multimodal mixed-variable laser peening process. Struct Multidisc Optim 42:769-782
    • (2010) Struct Multidisc Optim , vol.42 , pp. 769-782
    • Singh, G.1    Grandhi, R.V.2    Stargel, D.S.3
  • 47
    • 77951625981 scopus 로고    scopus 로고
    • Optimal positioning of wind turbines on gokceada using multi-objective genetic algorithm
    • 10.1002/we.339
    • Sisbot S, Turgut O, Tunc M, Camdali U (2010) Optimal positioning of wind turbines on gokceada using multi-objective genetic algorithm. Wind Energy 13(4):297-306
    • (2010) Wind Energy , vol.13 , Issue.4 , pp. 297-306
    • Sisbot, S.1    Turgut, O.2    Tunc, M.3    Camdali, U.4
  • 48
    • 49349129696 scopus 로고
    • Uniformly distributed sequences with an additional uniform property
    • 483283 10.1016/0041-5553(76)90154-3
    • Sobol M (1976) Uniformly distributed sequences with an additional uniform property. USSR Comput Math Math Phys 16:236-242
    • (1976) USSR Comput Math Math Phys , vol.16 , pp. 236-242
    • Sobol, M.1
  • 50
    • 34548086557 scopus 로고    scopus 로고
    • A discrete particle swarm optimization algorithm for the generalized traveling salesman problem
    • DOI 10.1145/1276958.1276980, Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
    • Tasgetiren MF, Suganthan PN, Pan QQ (2007) A discrete particle swarm optimization algorithm for the generalized traveling salesman problem. In: 9th annual conference on genetic and evolutionary computation (GECCO). SIGEVO and ACM, London, UK, pp 158-167 (Pubitemid 47291495)
    • (2007) Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference , pp. 158-167
    • Tasgetiren, M.F.1    Suganthan, P.N.2    Pan, Q.-K.3
  • 51
    • 0037475094 scopus 로고    scopus 로고
    • The particle swarm optimization algorithm: Convergence analysis and parameter selection
    • 1956454 1156.90463 10.1016/S0020-0190(02)00447-7
    • Trelea IC (2003) The particle swarm optimization algorithm: convergence analysis and parameter selection. Inf Process Lett 85:317-325
    • (2003) Inf Process Lett , vol.85 , pp. 317-325
    • Trelea, I.C.1
  • 52
    • 72149102999 scopus 로고    scopus 로고
    • Constrained particle swarm optimization using a bi-objective formulation
    • 2565057 10.1007/s00158-009-0380-6
    • Venter G, Haftka RT (2009) Constrained particle swarm optimization using a bi-objective formulation. Struct Multidisc Optim 40:65-76
    • (2009) Struct Multidisc Optim , vol.40 , pp. 65-76
    • Venter, G.1    Haftka, R.T.2
  • 53
    • 64049112980 scopus 로고    scopus 로고
    • Accelerating adaptive trade-off model using shrinking space technique for constrained evolutionary optimization
    • 2503230 1158.74442 10.1002/nme.2451
    • Wang Y, Cai Z, Zhou Y (2009) Accelerating adaptive trade-off model using shrinking space technique for constrained evolutionary optimization. Int J Numer Methods Eng 77:1501-1534
    • (2009) Int J Numer Methods Eng , vol.77 , pp. 1501-1534
    • Wang, Y.1    Cai, Z.2    Zhou, Y.3
  • 54
    • 84897548593 scopus 로고    scopus 로고
    • A dissipative particle swarm optimization
    • IEEE Computer Society, Honolulu, HI
    • Xie XF, Yang WJZZL (2002) A dissipative particle swarm optimization. In: 2002 IEEE congress on evolutionary computation, vol 2. IEEE Computer Society, Honolulu, HI, pp 1456-1461
    • (2002) 2002 IEEE Congress on Evolutionary Computation , vol.2 , pp. 1456-1461
    • Xie, X.F.1    Yang, W.J.Z.Z.L.2
  • 55
    • 24344492457 scopus 로고    scopus 로고
    • Particle evolutionary swarm for design reliability optimization
    • Evolutionary Multi-Criterion Optimization - Third International Conference, EMO 2005
    • Zavala AEM, Diharce ERV, Aguirre AH (2005) Particle evolutionary swarm for design reliability optimization, vol 3410. In: Evolutionary multi-criterion optimization: third international conference, EMO 2005. Springer, Guanajuato, Mexico, pp 856-869 (Pubitemid 41251810)
    • (2005) Lecture Notes in Computer Science , vol.3410 , pp. 856-869
    • Zavala, A.E.M.1    Diharce, E.R.V.2    Aguirre, A.H.3
  • 56
    • 77950625213 scopus 로고    scopus 로고
    • Guidelines for parameter selection in particle swarm optimization according to control theory
    • IEEE Tianjin, China
    • Zhang W, Li H, Zhao Q, Wang H (2009) Guidelines for parameter selection in particle swarm optimization according to control theory. In: Fifth international conference on natural computation. IEEE, Tianjin, China
    • (2009) Fifth International Conference on Natural Computation
    • Zhang, W.1    Li, H.2    Zhao, Q.3    Wang, H.4
  • 57
    • 84868333869 scopus 로고    scopus 로고
    • A multivariate and multimodal wind distribution model
    • 10.1016/j.renene.2012.09.026
    • Zhang J, Chowdhury S, Messac A, Castillo L (2013) A multivariate and multimodal wind distribution model. Renewable Energy 51:436-447
    • (2013) Renewable Energy , vol.51 , pp. 436-447
    • Zhang, J.1    Chowdhury, S.2    Messac, A.3    Castillo, L.4


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