Multi-objective evolutionary algorithms: a review of the state-of-the-art and some of their applications in chemical engineering

[1]  Serge Domenech,et al.  Multiobjective batch plant design: A two-stage methodology. 1. Development of a design-oriented discrete-event simulation model , 2002 .

[2]  Xiang-Sun Zhang,et al.  Comparison of protein structures by multi-objective optimization. , 2005, Genome informatics. International Conference on Genome Informatics.

[3]  Kalyanmoy Deb,et al.  Evaluating the -Domination Based Multi-Objective Evolutionary Algorithm for a Quick Computation of Pareto-Optimal Solutions , 2005, Evolutionary Computation.

[4]  Kalyanmoy Deb,et al.  Multi-objective optimization using evolutionary algorithms , 2001, Wiley-Interscience series in systems and optimization.

[5]  B. V. Babu,et al.  Multiobjective differential evolution (MODE) for optimization of adiabatic styrene reactor , 2005 .

[6]  Eckart Zitzler,et al.  Module Identification from Heterogeneous Biological Data Using Multiobjective Evolutionary Algorithms , 2006, PPSN.

[7]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[8]  Serge Domenech,et al.  Design and retrofit of multiobjective batch plants via a multicriteria genetic algorithm , 2003, Comput. Chem. Eng..

[9]  Marco Laumanns,et al.  PISA: A Platform and Programming Language Independent Interface for Search Algorithms , 2003, EMO.

[10]  Gary B. Lamont,et al.  Evolutionary Algorithms for Solving Multi-Objective Problems , 2002, Genetic Algorithms and Evolutionary Computation.

[11]  Ajay K. Ray,et al.  APPLICATIONS OF MULTIOBJECTIVE OPTIMIZATION IN CHEMICAL ENGINEERING , 2000 .

[12]  G. P. Rangaiah,et al.  Modeling, Simulation, and Multi-objective Optimization of an Industrial Hydrocracking Unit , 2006 .

[13]  Carlos A. Coello Coello,et al.  The EMOO repository: a resource for doing research in evolutionary multiobjective optimization , 2006, IEEE Comput. Intell. Mag..

[14]  Sean R. Anderson,et al.  Multi-objective optimization of operational variables in a waste incineration plant , 2005, Comput. Chem. Eng..

[15]  Kalyanmoy Deb,et al.  Integrating User Preferences into Evolutionary Multi-Objective Optimization , 2005 .

[16]  B. Babu,et al.  Differential evolution for multi-objective optimization , 2003, The 2003 Congress on Evolutionary Computation, 2003. CEC '03..

[17]  Carlos A. Coello Coello,et al.  Handling preferences in evolutionary multiobjective optimization: a survey , 2000, Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No.00TH8512).

[18]  Serge Domenech,et al.  Multiobjective optimization for multiproduct batch plant design under economic and environmental considerations , 2006, Comput. Chem. Eng..