New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms
暫譯: 基於神經網絡、模糊邏輯與優化演算法的混合智能系統新方向
Melin, Patricia, Castillo, Oscar
- 出版商: Springer
- 出版日期: 2025-04-10
- 售價: $6,500
- 貴賓價: 9.5 折 $6,175
- 語言: 英文
- 頁數: 210
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031537157
- ISBN-13: 9783031537158
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相關分類:
Algorithms-data-structures
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相關主題
商品描述
This book contains a collection of papers focused on hybrid intelligent systems based on soft computing techniques. In this book, new directions on the theoretical developments of fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, are offered. In addition, the abovementioned 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. Another group of papers outlines diverse applications of hybrid intelligent systems in real problems. 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混合智能系統的論文。在本書中,提供了模糊邏輯、神經網絡和優化算法的理論發展的新方向,以及它們的混合組合。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、預測和複雜問題的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。另一組論文概述了混合智能系統在實際問題中的多樣化應用。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。