Differential Evolution In Chemical Engineering: Developments And Applications
Gade Pandu Rangaiah · Shivom Sharma
mai 2017 · Advances In Process Systems Engineering 6. raamat · World Scientific
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Optimization plays a key role in the design, planning and operation of chemical and related processes for several decades. Techniques for solving optimization problems are of deterministic or stochastic type. Of these, stochastic techniques can solve any type of optimization problems and can be adapted for multiple objectives. Differential evolution (DE), proposed about two decades ago, is one of the stochastic techniques. Its algorithm is simple to understand and use. DE has found many applications in chemical engineering.This unique compendium focuses on DE, its recent developments and applications in chemical engineering. It will cover both single and multi-objective optimization. The book contains a number of chapters from experienced editors, and also several chapters from active researchers in this area.
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Gade Pandu Rangaiah (NUS, Singapore);Shivom Sharma (École Polytechnique Fédérale de Lausanne, Switzerland)
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