EAN: 9783319585642

SPRINGERBRIEFS IN MATHEMATICS MULTI-OBJECTIVE...

This book is aimed at undergraduate and graduate students in applied mathematics or computer
science  as a tool for solving real-world design problems. The present work covers fundamentals
in multi-objective optimization and applications in mathematical and engineering system design
using a new optimization strategy  namely the Self-Adaptive Multi-objective Optimization
Differential Evolution (SA-MODE) algorithm. This strategy is proposed in order to reduce the
number of evaluations of the objective function through dynamic update of canonical
Differential Evolution parameters (population size  crossover probability and perturbation
rate). The methodology is applied to solve mathematical functions considering test cases from
the literature and various engineering systems design  such as cantilevered beam design 
biochemical reactor  crystallization process  machine tool spindle design  rotary dryer design
among others.

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