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Volumn 221, Issue 3, 2012, Pages 480-490

Handling equality constraints in evolutionary optimization

Author keywords

Constrained optimization; Equality constraints; Evolutionary algorithms; Genetic algorithms; Nonlinear programming; Search space

Indexed keywords

BASIC CONCEPTS; BENCH-MARK PROBLEMS; ENTIRE SEARCHES; EQUALITY CONSTRAINTS; EVOLUTIONARY ALGORITHMS (EAS); EVOLUTIONARY OPTIMIZATION METHOD; EVOLUTIONARY OPTIMIZATIONS; FUTURE RESEARCH DIRECTIONS; HYBRID EVOLUTIONARY ALGORITHM; INEQUALITY CONSTRAINT; LOCAL SEARCH TECHNIQUES; OPTIMIZATION PROBLEMS; POPULATION-BASED ALGORITHM; SEARCH SPACES;

EID: 84861583901     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ejor.2012.01.047     Document Type: Article
Times cited : (29)

References (42)
  • 5
    • 0034351369 scopus 로고    scopus 로고
    • Constraint-handling using an evolutionary multiobjective optimization technique
    • C.A.C. Coello Constraint-handling using an evolutionary multiobjective optimization technique Civil Engineering and Environmental Systems 17 2000 319 346
    • (2000) Civil Engineering and Environmental Systems , vol.17 , pp. 319-346
    • Coello, C.A.C.1
  • 6
    • 85041126163 scopus 로고    scopus 로고
    • Treating constraints as objectives for single-objective evolutionary optimization
    • C.A.C. Coello Treating constraints as objectives for single-objective evolutionary optimization Engineering Optimization 32 3 2000 275 308
    • (2000) Engineering Optimization , vol.32 , Issue.3 , pp. 275-308
    • Coello, C.A.C.1
  • 7
    • 0037016631 scopus 로고    scopus 로고
    • Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: A survey of the state of the art
    • C.A.C. Coello Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: a survey of the state of the art Computer Methods in Applied Mechanics and Engineering 191 11-12 2002 1245 1287
    • (2002) Computer Methods in Applied Mechanics and Engineering , vol.191 , Issue.1112 , pp. 1245-1287
    • Coello, C.A.C.1
  • 9
    • 0033729054 scopus 로고    scopus 로고
    • An efficient constraint handling method for genetic algorithms
    • K. Deb An efficient constraint handling method for genetic algorithms Computer Methods in Applied Mechanics and Engineering 186 2-4 2000 311 338
    • (2000) Computer Methods in Applied Mechanics and Engineering , vol.186 , Issue.24 , pp. 311-338
    • Deb, K.1
  • 11
    • 0000991259 scopus 로고
    • Simulated binary crossover for continuous search space
    • K. Deb, and R.B. Agrawal Simulated binary crossover for continuous search space Complex Systems 9 1995 115 148
    • (1995) Complex Systems , vol.9 , pp. 115-148
    • Deb, K.1    Agrawal, R.B.2
  • 15
    • 38849083420 scopus 로고    scopus 로고
    • Analyzing the simple ranking and selection process for constrained evolutionary optimization
    • E.Z. Elfeky, R.A. Sarker, and D.L. Essam Analyzing the simple ranking and selection process for constrained evolutionary optimization Journal of Computer Science and Technology 23 1 2008 19 34
    • (2008) Journal of Computer Science and Technology , vol.23 , Issue.1 , pp. 19-34
    • Elfeky, E.Z.1    Sarker, R.A.2    Essam, D.L.3
  • 24
    • 41849112044 scopus 로고    scopus 로고
    • On a feasible-infeasible two-population (FI-2Pop) genetic algorithm for constrained optimization: Distance tracing and no free lunch
    • S.O. Kimbrough, G.J. Koehler, M. Lu, and D.H. Wood On a feasible-infeasible two-population (FI-2Pop) genetic algorithm for constrained optimization: distance tracing and no free lunch European Journal of Operational Research 190 2 2008 310 327
    • (2008) European Journal of Operational Research , vol.190 , Issue.2 , pp. 310-327
    • Kimbrough, S.O.1    Koehler, G.J.2    Lu, M.3    Wood, D.H.4
  • 25
    • 0033094194 scopus 로고    scopus 로고
    • Evolutionary algorithms, homomorphous mappings, and constrained parameter optimization
    • S. Koziel, and Z. Michalewicz Evolutionary algorithms, homomorphous mappings, and constrained parameter optimization Evolutionary Computation 7 1 1999 19 44
    • (1999) Evolutionary Computation , vol.7 , Issue.1 , pp. 19-44
    • Koziel, S.1    Michalewicz, Z.2
  • 26
    • 67349093238 scopus 로고    scopus 로고
    • Boundary search for constrained numerical optimization problems with an algorithm inspired by the ant colony metaphor
    • G. Leguizamon, and C.A.C. Coello Boundary search for constrained numerical optimization problems with an algorithm inspired by the ant colony metaphor IEEE Transactions on Evolutionary Computation 13 2 2009 350 368
    • (2009) IEEE Transactions on Evolutionary Computation , vol.13 , Issue.2 , pp. 350-368
    • Leguizamon, G.1    Coello, C.A.C.2
  • 29
    • 2442595527 scopus 로고    scopus 로고
    • A numerical comparison of some multiobjective-based techniques to handle constraints in genetic algorithms
    • Evolutionary Computation Group at CINVESTAV-IPN, Mexico
    • Mezura-Montes, E.; Coello, C.A.C.; 2002. A numerical comparison of some multiobjective-based techniques to handle constraints in genetic algorithms. Technical Report EVOCINV-03-2002, Evolutionary Computation Group at CINVESTAV-IPN, Mexico.
    • (2002) Technical Report EVOCINV-03-2002
    • Mezura-Montes, E.1    Coello C. .A., .C.2
  • 30
    • 77956392754 scopus 로고    scopus 로고
    • Differential evolution in constrained numerical optimization: An empirical study
    • E. Mezura-Montes, M.E. Miranda-Varela, and R.d.C. Gómez- Ramón Differential evolution in constrained numerical optimization: an empirical study Information Sciences 180 22 2010 4223 4262
    • (2010) Information Sciences , vol.180 , Issue.22 , pp. 4223-4262
    • Mezura-Montes, E.1    Miranda-Varela, M.E.2    Gómez-Ramón D. R, C.3
  • 31
    • 25444524580 scopus 로고    scopus 로고
    • Evolutionary algorithms for constrained parameter optimization problems
    • Z. Michalewicz, and M. Schoenauer Evolutionary algorithms for constrained parameter optimization problems Evolutionary Computation 4 1 1996 1 32
    • (1996) Evolutionary Computation , vol.4 , Issue.1 , pp. 1-32
    • Michalewicz, Z.1    Schoenauer, M.2
  • 32
  • 35
    • 67650529054 scopus 로고    scopus 로고
    • An improved evolutionary algorithm for solving multi-objective crop planning models
    • R. Sarker, and T. Ray An improved evolutionary algorithm for solving multi-objective crop planning models Computers and Electronics in Agriculture 68 2009 191 199
    • (2009) Computers and Electronics in Agriculture , vol.68 , pp. 191-199
    • Sarker, R.1    Ray, T.2
  • 38
    • 0000852513 scopus 로고
    • Multiobjective optimization using nondominated sorting in genetic algorithms
    • N. Srinivas, and K. Deb Multiobjective optimization using nondominated sorting in genetic algorithms Evolutionary Computation 2 3 1994 221 248
    • (1994) Evolutionary Computation , vol.2 , Issue.3 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 39
    • 0031534728 scopus 로고    scopus 로고
    • The COMOGA method: Constrained optimization by multi-objective genetic algorithms
    • P.D. Surry, and N.J. Radcliffe The COMOGA method: constrained optimization by multi-objective genetic algorithms Control and Cybernetics 26 3 1997 391 412
    • (1997) Control and Cybernetics , vol.26 , Issue.3 , pp. 391-412
    • Surry, P.D.1    Radcliffe, N.J.2
  • 41
    • 34547354192 scopus 로고    scopus 로고
    • A self adaptative penalty function based algorithm for constrained optimization
    • Vancouver, BC, Canada
    • Tessema, B.; Yen.; G.G.; 2006. A self adaptative penalty function based algorithm for constrained optimization. In: 2006 IEEE Congress on Evolutionary Computation, Vancouver, BC, Canada.
    • (2006) 2006 IEEE Congress on Evolutionary Computation
    • Tessema, B.1    Yen, G.G.2
  • 42
    • 34547416484 scopus 로고    scopus 로고
    • A comparative study of genetic algorithm parameters for the inverse problem-based fault diagnosis of liquid rocket propulsion systems
    • E. Yang, H. Xiang, D. Gu, and Z. Zhang A comparative study of genetic algorithm parameters for the inverse problem-based fault diagnosis of liquid rocket propulsion systems International Journal of Automation and Computing 4 3 2007 255 261
    • (2007) International Journal of Automation and Computing , vol.4 , Issue.3 , pp. 255-261
    • Yang, E.1    Xiang, H.2    Gu, D.3    Zhang, Z.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.