New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms
Melin, Patricia, Castillo, Oscar
- 出版商: Springer
- 出版日期: 2024-04-09
- 售價: $7,660
- 貴賓價: 9.5 折 $7,277
- 語言: 英文
- 頁數: 210
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031537122
- ISBN-13: 9783031537127
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相關分類:
Algorithms-data-structures
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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)
這本書收錄了一系列論文,專注於基於軟計算技術的混合智能系統。在這本書中,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,上述方法在控制和機器人技術、模式識別、醫學診斷、決策、預測和複雜問題的優化等應用領域中進行了討論。其中一組論文的主題是一型、二型和三型模糊邏輯,基本上包括提出基於一型、二型和三型模糊邏輯及其應用的新概念和算法的論文。還有一組論文提供了不同領域中元啟發式方法的理論概念和應用。另一組論文概述了混合智能系統在實際問題中的各種應用。還有一些論文介紹了神經網絡在不同應用中的理論和實踐。最後,還有一些論文提供了優化和演化算法在不同應用領域中的理論和實踐。