Advances in Harmony Search, Soft Computing and Applications
暫譯: 和諧搜尋、軟體計算及應用的進展
Kim, Joong Hoon, Geem, Zong Woo, Jung, Donghwi
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商品描述
This book discusses various aspects of real-world applications of optimization algorithms, presenting insights from the 5th International Conference on Harmony Search, Soft Computing and Applications, held at Kunming, China on July 20-22, 2019. The book focuses on the recent advances in soft computing techniques such as harmony search, PSO and DE and their application to solve engineering problems. Presenting research on various real-world engineering problems concerning crowd evacuation strategies, adaptive learning systems, economic impact analysis, cyber-attack detection, urban drainage systems, water management models, feature selection and inventory systems, it is a valuable resource for researchers wanting a state-of-the-art overview of the latest advances in soft computing and related areas.
商品描述(中文翻譯)
本書討論了優化演算法在現實世界應用的各個方面,並呈現了2019年7月20日至22日在中國昆明舉行的第五屆和諧搜尋、軟體計算與應用國際會議的見解。本書專注於軟體計算技術的最新進展,如和諧搜尋(harmony search)、粒子群優化(PSO)和差分演算法(DE),以及它們在解決工程問題中的應用。書中介紹了關於人群疏散策略、自適應學習系統、經濟影響分析、網路攻擊檢測、城市排水系統、水資源管理模型、特徵選擇和庫存系統等各種現實世界工程問題的研究,是希望獲得最新軟體計算及相關領域進展的研究人員的重要資源。