Nature-Inspired Computation and Swarm Intelligence: Algorithms, Theory and Applications
暫譯: 自然啟發計算與群體智慧：演算法、理論與應用
Yang, Xin-She
- 出版商: Academic Press
- 出版日期: 2020-04-10
- 售價: $5,640
- 貴賓價: 9.5 折 $5,358
- 語言: 英文
- 頁數: 525
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0128197145
- ISBN-13: 9780128197141
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相關分類:
ARM、Algorithms-data-structures
海外代購書籍(需單獨結帳)
商品描述
Nature-inspired computation and swarm intelligence have become popular and effective tools for solving problems in optimization, computational intelligence, soft computing and data science. Recently, the literature in the field has expanded rapidly, with new algorithms and applications emerging.
Nature-Inspired Computation and Swarm Intelligence: Algorithms, Theory and Applications is a timely reference giving a comprehensive review of relevant state-of-the-art developments in algorithms, theory and applications of nature-inspired algorithms and swarm intelligence. It reviews and documents the new developments, focusing on nature-inspired algorithms and their theoretical analysis, as well as providing a guide to their implementation. The book includes case studies of diverse real-world applications, balancing explanation of the theory with practical implementation.
Nature-Inspired Computation and Swarm Intelligence: Algorithms, Theory and Applications is suitable for researchers and graduate students in computer science, engineering, data science, and management science, who want a comprehensive review of algorithms, theory and implementation within the fields of nature inspired computation and swarm intelligence.
商品描述(中文翻譯)
自然啟發計算和群體智慧已成為解決優化、計算智能、軟計算和數據科學問題的流行且有效的工具。最近，該領域的文獻迅速擴展，新的算法和應用不斷湧現。
《自然啟發計算與群體智慧：算法、理論與應用》是一本及時的參考書，全面回顧了自然啟發算法和群體智慧的最新發展，包括算法、理論和應用。它回顧並記錄了新的發展，重點關注自然啟發算法及其理論分析，同時提供實施指南。該書包括多個真實世界應用的案例研究，平衡了理論解釋與實際實施。
《自然啟發計算與群體智慧：算法、理論與應用》適合計算機科學、工程、數據科學和管理科學的研究人員和研究生，對於希望全面了解自然啟發計算和群體智慧領域中的算法、理論和實施的人士來說，這本書是非常合適的參考資料。
