Titlebook: Applications of Metaheuristics in Process Engineering; Jayaraman Valadi,Patrick Siarry Book 2014 Springer International Publishing Switzer

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Applications of Metaheuristics in Process Engineering

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Particle Swarm Optimization Technique for the Optimal Design of Plate-Type Distillation Column,lation column. In contrast to the traditional penalty function method, the rule requires no additional parameters and can guide the swarm to the feasible region quickly. In addition, to avoid the premature convergence, simulated annealing (SA) is applied to the best solution of the swarm to help the

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Optimization Heuristics Mimicking Chemical Processes, for the development of new problem-specific solution strategies. The second heuristic reviewed in this chapter based on the ACP is the LARES algorithm. This algorithm was introduced in Irizarry (Evol. Comput. J. 12:435–460, 2004) and has been used as a general-purpose methodology to solve global op

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Multi-Objective Genetic Algorithms for Chemical Engineering Applications,industry and economic and environmental study of the HDA process). The results are compared with the ones reported in the literature, and the analysis highlights the efficiency of the proposed algorithms either in the continuous case or in the mixed-integer one.

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Jumping Gene Adaptations of NSGA-II with Altruism Approach: Performance Comparison and Application monly used termination criterion for stochastic search algorithms. Hence, a search termination criterion based on the improvement in the Pareto-optimal front obtained has been included in the present study. Performance of selected algorithms is compared using both improvement-based termination crite