Efficient constraint handling scheme for differential evolutionary algorithm in solving chemical engineering optimization problem

[1]  G. McCormick,et al.  Extensions of SUMT for Nonlinear Programming: Equality Constraints and Extrapolation , 1966 .

[2]  I. Grossmann,et al.  Relaxation strategy for the structural optimization of process flow sheets , 1987 .

[3]  Panos M. Pardalos,et al.  A Collection of Test Problems for Constrained Global Optimization Algorithms , 1990, Lecture Notes in Computer Science.

[4]  Edward S. Rubin,et al.  An MINLP process synthesizer for a sequential modular simulator , 1992 .

[5]  Edward S. Rubin,et al.  Efficient handling of the implicit constraints problem for the ASPEN MINLP synthesizer , 1993 .

[6]  James C. Bean,et al.  Genetic Algorithms and Random Keys for Sequencing and Optimization , 1994, INFORMS J. Comput..

[7]  S. T. Buckland,et al.  An Introduction to the Bootstrap. , 1994 .

[8]  Alice E. Smith,et al.  A genetic approach to the quadratic assignment problem , 1995, Comput. Oper. Res..

[9]  Zbigniew Michalewicz,et al.  Evolutionary Algorithms for Constrained Parameter Optimization Problems , 1996, Evolutionary Computation.

[10]  Zbigniew Michalewicz,et al.  Handbook of Evolutionary Computation , 1997 .

[11]  Rainer Storn,et al.  Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces , 1997, J. Glob. Optim..

[12]  Zbigniew Michalewicz,et al.  Evolutionary Algorithms in Engineering Applications , 1997, Springer Berlin Heidelberg.

[13]  Jano I. van Hemert,et al.  Graph Coloring with Adaptive Evolutionary Algorithms , 1998, J. Heuristics.

[14]  C. Adjiman,et al.  A global optimization method, αBB, for general twice-differentiable constrained NLPs—II. Implementation and computational results , 1998 .

[15]  Zbigniew Michalewicz,et al.  Evolutionary Algorithms, Homomorphous Mappings, and Constrained Parameter Optimization , 1999, Evolutionary Computation.

[16]  K. Deb An Efficient Constraint Handling Method for Genetic Algorithms , 2000 .

[17]  Zbigniew Michalewicz,et al.  Evolutionary Computation 2 : Advanced Algorithms and Operators , 2000 .

[18]  Carlos A. Coello Coello,et al.  THEORETICAL AND NUMERICAL CONSTRAINT-HANDLING TECHNIQUES USED WITH EVOLUTIONARY ALGORITHMS: A SURVEY OF THE STATE OF THE ART , 2002 .

[19]  V. S. Summanwar,et al.  Solution of constrained optimization problems by multi-objective genetic algorithm , 2002 .

[20]  Carlos A. Coello Coello,et al.  Constraint-handling in genetic algorithms through the use of dominance-based tournament selection , 2002, Adv. Eng. Informatics.

[21]  Jouni Lampinen,et al.  A Trigonometric Mutation Operation to Differential Evolution , 2003, J. Glob. Optim..

[22]  Carlos A. Coello Coello,et al.  A simple multimembered evolution strategy to solve constrained optimization problems , 2005, IEEE Transactions on Evolutionary Computation.

[23]  B. Babu,et al.  Optimization of process synthesis and design problems: A modified differential evolution approach , 2006 .

[24]  B. V. Babu,et al.  Modified differential evolution (MDE) for optimization of non-linear chemical processes , 2006, Comput. Chem. Eng..

[25]  Elmer P. Dadios,et al.  Genetic algorithm with adaptive and dynamic penalty functions for the selection of cleaner production measures: a constrained optimization problem , 2006 .

[26]  Anthony Chen,et al.  Constraint handling in genetic algorithms using a gradient-based repair method , 2006, Comput. Oper. Res..

[27]  Yuan Xi-Gang,et al.  An improved PSO algorithm for solving non-convex NLP/MINLP problems with equality constraints , 2007 .

[28]  Soorathep Kheawhom,et al.  Modified genetic algorithm with sampling techniques for chemical engineering optimization , 2009 .