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Titlebook: Applications of Metaheuristics in Process Engineering; Jayaraman Valadi,Patrick Siarry Book 2014 Springer International Publishing Switzer

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期刊全称Applications of Metaheuristics in Process Engineering
影响因子2023Jayaraman Valadi,Patrick Siarry
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发行地址Emphasis on application of heuristic methods.Content characterized by an emphasis on solving real-world problem.Contributing authors among leading experts in this area
图书封面Titlebook: Applications of Metaheuristics in Process Engineering;  Jayaraman Valadi,Patrick Siarry Book 2014 Springer International Publishing Switzer
影响因子.Metaheuristics exhibit desirable properties like simplicity, easy parallelizability and ready applicability to different types of optimization problems such as real parameter optimization, combinatorial optimization and mixed integer optimization. They are thus beginning to play a key role in different industrially important process engineering applications, among them the synthesis of heat and mass exchange equipment, synthesis of distillation columns and static and dynamic optimization of chemical and bioreactors..This book explains cutting-edge research techniques in related computational intelligence domains and their applications in real-world process engineering. It will be of interest to industrial practitioners and research academics..
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George R. Merriam MD,David E. Cummings MDm (GA). Its inherent parallelism has enabled significant computational improvement over deterministic enumerations. Further, it has provided a flexibility of solving multiple objectives in a derivative-free environment. These advantages are extremely useful for solving optimization problems in chemi
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Klaus-Martin Schulte MD, FRCS, Hone right model out of such information is often a very cumbersome task and either over or underfitting of the data is a common occurrence. Complex interaction between the variables adds to further problems. With the advent of multi-objective genetic and evolutionary algorithms, some modeling strategi
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Angelica Silva-Figueroa,Nancy D. Perrierly of algorithms is called artificial chemical process (ACP). The first heuristic is a new methodology recently introduced (Irizarry, Mimicking chemical kinetics to solve combinatorial optimization processes, 2014, submitted). It is based on the construction of an artificial chemical kinetic (ACK) m
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