Recent Advances in Computational Optimization: Results of the Workshop on Computational Optimization Wco 2016
暫譯: 計算優化的最新進展:2016年計算優化研討會成果
Fidanova, Stefka
- 出版商: Springer
- 出版日期: 2018-08-02
- 售價: $4,600
- 貴賓價: 9.5 折 $4,370
- 語言: 英文
- 頁數: 235
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3319867202
- ISBN-13: 9783319867205
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商品描述
This book presents new optimization approaches and methods and their application in real-world and industrial problems, and demonstrates how many of the problems arising in engineering, economics and other domains can be formulated as optimization problems. Constituting a comprehensive collection of extended contributions from the 9th International Workshop on Computational Optimization (WCO) held in Gdansk, Poland, September 11-14, 2016, the book discusses important applications such as job scheduling, wildfire modeling, parameter settings for controlling different processes, capital budgeting, data mining, finding the location of sensors in a given network, identifying the conformation of molecules, algorithm correctness, decision support system, and computer memory management. Further, it shows how to develop algorithms for these based on new intelligent methods like evolutionary computations, ant colony optimization and constraint programming.
The book is a valuable resource for researchers and practitioners alike.
商品描述(中文翻譯)
本書介紹了新的優化方法及其在現實世界和工業問題中的應用,並展示了許多在工程、經濟學及其他領域中出現的問題如何可以被表述為優化問題。本書是2016年9月11日至14日在波蘭格但斯克舉行的第九屆計算優化國際研討會(WCO)所延伸貢獻的綜合性合集,討論了重要的應用案例,如工作排程、野火模型、控制不同過程的參數設定、資本預算、資料探勘、在特定網路中尋找感測器的位置、識別分子的構型、演算法正確性、決策支援系統以及電腦記憶體管理。此外,本書還展示了如何基於新的智能方法(如進化計算、螞蟻群優化和約束編程)為這些問題開發演算法。
本書對於研究人員和實務工作者都是一個寶貴的資源。