Global Optimization in Engineering Design

Global Optimization in Engineering Design

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Mathematical Programming has been of significant interest and relevance in engineering, an area that is very rich in challenging optimization problems. In particular, many design and operational problems give rise to nonlinear and mixed-integer nonlinear optimization problems whose modeling and solu tion is often nontrivial. Furthermore, with the increased computational power and development of advanced analysis (e. g. , process simulators, finite element packages) and modeling systems (e. g. , GAMS, AMPL, SPEEDUP, ASCEND, gPROMS), the size and complexity of engineering optimization models is rapidly increasing. While the application of efficient local solvers (nonlinear program ming algorithms) has become widespread, a major limitation is that there is often no guarantee that the solutions that are generated correspond to global optima. In some cases finding a local solution might be adequate, but in others it might mean incurring a significant cost penalty, or even worse, getting an incorrect solution to a physical problem. Thus, the need for finding global optima in engineering is a very real one. It is the purpose of this monograph to present recent developments of tech niques and applications of deterministic approaches to global optimization in engineering. The present monograph is heavily represented by chemical engi neers; and to a large extent this is no accident. The reason is that mathematical programming is an active and vibrant area of research in chemical engineering. This trend has existed for about 15 years.For example, suppose that our 16aquot; diameter pipe segment has had two previous breaks and is 12 years old (as compared with the expected 13.5 years until the second break). ... The cost for small pipes (D s 8) are based on PVC pipes, the cost for medium pipes (8 s D s 48) are based on ductile iron pipes, ... Small leaks that are caused by a hole or a small crack can be fixed with a repair clamp that wrapsanbsp;...

Title:Global Optimization in Engineering Design
Author:Ignacio E. Grossmann
Publisher:Springer Science & Business Media - 2013-04-17


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