Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine
暫譯: 控制、模式識別與醫學中的混合智能系統
Castillo, Oscar, Melin, Patricia
- 出版商: Springer
- 出版日期: 2019-12-03
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 362
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3030341348
- ISBN-13: 9783030341343
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商品描述
This book describes the latest advances in fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their applications in areas such as: intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction, and optimization of complex problems. The book is divided into five main parts. The first part proposes new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications; the second explores new concepts and algorithms in neural networks and fuzzy logic applied to recognition. The third part examines the theory and practice of meta-heuristics in various areas of application, while the fourth highlights diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical contexts. Finally, the fifth part focuses on applications of fuzzy logic, neural networks and meta-heuristics to robotics problems.
商品描述(中文翻譯)
本書描述了模糊邏輯、神經網絡和優化算法的最新進展,以及它們的混合組合,並探討了這些技術在以下領域的應用:智能控制與機器人技術、模式識別、醫療診斷、時間序列預測和複雜問題的優化。本書分為五個主要部分。第一部分提出了基於一型和二型模糊邏輯的新概念和算法及其應用;第二部分探討了應用於識別的神經網絡和模糊邏輯中的新概念和算法。第三部分檢視了元啟發式算法在各種應用領域的理論與實踐,而第四部分則強調了模糊邏輯、神經網絡和混合智能系統在醫療背景下的多樣化應用。最後,第五部分專注於模糊邏輯、神經網絡和元啟發式算法在機器人問題上的應用。