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Titlebook: Global Optimization in Engineering Design; Ignacio E. Grossmann Book 1996 Springer Science+Business Media Dordrecht 1996 RSI.algorithms.ca

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書目名稱Global Optimization in Engineering Design
編輯Ignacio E. Grossmann
視頻videohttp://file.papertrans.cn/387/386439/386439.mp4
叢書名稱Nonconvex Optimization and Its Applications
圖書封面Titlebook: Global Optimization in Engineering Design;  Ignacio E. Grossmann Book 1996 Springer Science+Business Media Dordrecht 1996 RSI.algorithms.ca
描述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- niqu
出版日期Book 1996
關(guān)鍵詞RSI; algorithms; calculus; engineering design; linear optimization; modeling; nonlinear optimization; optim
版次1
doihttps://doi.org/10.1007/978-1-4757-5331-8
isbn_softcover978-1-4419-4754-3
isbn_ebook978-1-4757-5331-8Series ISSN 1571-568X
issn_series 1571-568X
copyrightSpringer Science+Business Media Dordrecht 1996
The information of publication is updating

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Solving Nonconvex Process Optimisation Problems Using Interval Subdivision Algorithms,l framework. The method can be used to solve general nonconvex problems and provides guarantees that solutions are globally optimal. Aspects of the Interval Subdivision method are presented with the results of their application to some illustrative test problems. The results show the care that must
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Global Optimization for Stochastic Planning, Scheduling and Design Problems, multiproduct/multipurpose plants operating in either continuous or batch mode. For stochastic linear planning models, it is shown that based on a two-stage stochastic programming formulation, a decomposition based global optimization approach can be developed to obtain the plan with the maximum exp
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Alternative Bounding Approximations for the Global Optimization of Various Engineering Design Problctional and bilinear terms, and it explores the use of alternative bounding approximations. These are applied in the global optimization of problems arising in different engineering areas and for which different relaxations are proposed depending on the mathematical structure of the models. These re
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A Pipe Reliability and Cost Model for an Integrated Approach Toward Designing Water Distribution Sy such as reservoirs and water towers with demand points such as residential homes, industrial sites and fire hydrants. These systems are extremely expensive to install, with costs running in the tens of millions of dollars. Several optimization models and algorithms have been developed to generate a
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