Bio-inspired Algorithms for Engineering
暫譯: 生物啟發演算法在工程中的應用
Nancy Arana-Daniel, Carlos Lopez-Franco, Alma Y. Alanis
- 出版商: Butterworth-Heineman
- 出版日期: 2018-01-30
- 售價: $4,780
- 貴賓價: 9.5 折 $4,541
- 語言: 英文
- 頁數: 152
- 裝訂: Paperback
- ISBN: 0128137886
- ISBN-13: 9780128137888
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相關分類:
Algorithms-data-structures
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相關主題
商品描述
Bio-inspired Algorithms for Engineering builds a bridge between the proposed bio-inspired algorithms developed in the past few decades and their applications in real-life problems, not only in an academic context, but also in the real world. The book proposes novel algorithms to solve real-life, complex problems, combining well-known bio-inspired algorithms with new concepts, including both rigorous analyses and unique applications. It covers both theoretical and practical methodologies, allowing readers to learn more about the implementation of bio-inspired algorithms. This book is a useful resource for both academic and industrial engineers working on artificial intelligence, robotics, machine learning, vision, classification, pattern recognition, identification and control.
- Presents real-time implementation and simulation results for all the proposed schemes
- Offers a comparative analysis and rigorous analysis of the convergence of proposed algorithms
- Provides a guide for implementing each application at the end of each chapter
- Includes illustrations, tables and figures that facilitate the reader’s comprehension of the proposed schemes and applications
商品描述(中文翻譯)
《生物啟發演算法在工程中的應用》架起了過去幾十年來所提出的生物啟發演算法與其在現實問題中的應用之間的橋樑,不僅在學術背景下,也在現實世界中。這本書提出了新穎的演算法來解決現實中的複雜問題,結合了知名的生物啟發演算法與新概念,包括嚴謹的分析和獨特的應用。它涵蓋了理論和實踐的方法論,讓讀者能夠更深入了解生物啟發演算法的實施。本書是從事人工智慧、機器人技術、機器學習、視覺、分類、模式識別、識別和控制的學術和工業工程師的有用資源。
- 提供所有提出方案的即時實施和模擬結果
- 提供提出演算法的收斂性比較分析和嚴謹分析
- 在每章結尾提供每個應用的實施指南
- 包含插圖、表格和圖形,幫助讀者理解所提出的方案和應用