Applications of Metaheuristics in Process Engineering
暫譯: 元啟發式演算法在流程工程中的應用
- 出版商: Springer
- 出版日期: 2014-08-21
- 售價: $2,320
- 貴賓價: 9.5 折 $2,204
- 語言: 英文
- 頁數: 444
- 裝訂: Hardcover
- ISBN: 3319065076
- ISBN-13: 9783319065076
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商品描述
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.
商品描述(中文翻譯)
元啟發式演算法展現出簡單性、易於平行化及能夠快速應用於各種優化問題的特性,例如實數參數優化、組合優化和混合整數優化。因此,它們在不同的工業重要過程工程應用中開始扮演關鍵角色,包括熱質交換設備的合成、蒸餾塔的合成以及化學和生物反應器的靜態與動態優化。
本書解釋了相關計算智慧領域的前沿研究技術及其在現實過程工程中的應用。對於工業從業者和研究學者來說,這本書將會引起興趣。