Stochastic Global Optimization

Stochastic Global Optimization

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Optimization has played a key role in the design, planning and operation of chemical and related processes, for several decades. Global optimization has been receiving considerable attention in the past two decades. Of the two types of techniques for global optimization, stochastic global optimization is applicable to any type of problems having non-differentiable functions, discrete variables and/or continuous variables. It, thus, shows significant promise and potential for process optimization. So far, there are no books focusing on stochastic global optimization and its applications in chemical engineering. Stochastic Global Optimization - a monograph with contributions by leading researchers in the area - bridges the gap in this subject, with the aim of highlighting and popularizing stochastic global optimization techniques for chemical engineering applications. The book, with 19 chapters in all, is broadly categorized into two sections that extensively cover the techniques and the chemical engineering applications.problem is broken into stages and optimization proceeds from stage to stage. ... ( 42) dt dx3 dt = u2 aˆ’ qx3 aˆ’ 73x2x3, (43) dx4 = aˆ’qx4 + 35.2x1x2 aˆ’ 51.3x4x5, (44) dt dx5 = aˆ’qx5 + 219x2x3 aˆ’ 51.3x4x5, (45) dt dx6 = aˆ’qx6 + 102.6x4x5 aˆ’ 23x1x6u3, anbsp;...

Title:Stochastic Global Optimization
Author:Gade Pandu Rangaiah
Publisher:World Scientific - 2010


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