Intelligent System Design Based on Soft Computing Models
暫譯: 基於軟計算模型的智慧系統設計
Castillo, Oscar, Melin, Patricia
- 出版商: Springer
- 出版日期: 2025-09-01
- 售價: $7,890
- 貴賓價: 9.5 折 $7,496
- 語言: 英文
- 頁數: 202
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031973089
- ISBN-13: 9783031973086
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相關分類:
Machine Learning
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商品描述
This book comprises a collection of papers focused on intelligent systems based on soft computing techniques. In this book, new directions on intelligent system design based on soft computing models, such as fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, are offered. In addition, the above-mentioned methods are discussed in application areas such as, control and robotics, pattern recognition, medical diagnosis, decision-making, prediction and optimization of complex problems. There are a group of papers with the main theme of type-1, type-2 and type-3 fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on type-1, type-2 and type-3 fuzzy logic and their applications. There is also a set of papers that offer theoretical concepts and applications of meta-heuristics in different areas. There are also some papers that present theory and practice of neural networks in different applications. Finally, there are papers that offer theory and practice of optimization and evolutionary algorithms in different application areas.
商品描述(中文翻譯)
本書包含了一系列專注於基於軟計算技術的智能系統的論文。在本書中,提供了基於軟計算模型(如模糊邏輯、神經網絡和優化算法)以及它們的混合組合的智能系統設計的新方向。此外,上述方法在控制與機器人、模式識別、醫療診斷、決策制定、複雜問題的預測與優化等應用領域中進行了討論。有一組論文的主要主題是類型1、類型2和類型3的模糊邏輯,這些論文基本上提出了基於類型1、類型2和類型3模糊邏輯的新概念和算法及其應用。還有一組論文提供了元啟發式算法在不同領域的理論概念和應用。此外,還有一些論文展示了神經網絡在不同應用中的理論與實踐。最後,還有論文提供了優化和進化算法在不同應用領域的理論與實踐。