Computationally Intelligent Hybrid Systems: The Fusion Of Soft Computing And Hard Computing
暫譯: 計算智能混合系統:軟計算與硬計算的融合
Ovaska
- 出版商: Wiley
- 出版日期: 2004-11-01
- 售價: $6,470
- 貴賓價: 9.5 折 $6,147
- 語言: 英文
- 頁數: 440
- 裝訂: Hardcover
- ISBN: 0471476684
- ISBN-13: 9780471476689
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相關主題
商品描述
Description:
The practical guide to the integration of soft and hard computing for today’s engineering applications
Over the next decade, the fusion of soft and hard computing will play an increasingly important role in the development of intelligent systems for aerospace, electric power generation, and other safety-critical applications. Computationally Intelligent Hybrid Systems is the only book to examine the practical issues involved in the creation of high-performance, cost-effective applications using a synthesis of neural networks, fuzzy systems, and evolutionary computation with traditional computing methods.
This uniquely crafted work combines the experience of many internationally recognized experts in the soft and hard computing research worlds to present practicing engineers with the broadest possible array of methodologies for developing innovative and competitive solutions to real-world problems. Each of the chapters illustrates the wide-ranging applicability of the fusion concept in such critical areas as:
- Computer security and data mining
- Electrical power systems and large-scale plants
- Motor drives and tool wear monitoring
- User interfaces and the World Wide Web
- Aerospace and robust control
This is an essential guide for practicing engineers, researchers, and R&D managers who wish to create or understand computationally intelligent hybrid systems, as well as an excellent primary source for graduate courses in soft computing, engineering applications of artificial intelligence, and related topics.
商品描述(中文翻譯)
**描述:**
本書是針對當今工程應用中軟硬計算整合的實用指南。在接下來的十年中,軟硬計算的融合將在航空航天、電力生成及其他安全關鍵應用的智能系統開發中扮演越來越重要的角色。《計算智能混合系統》是唯一一本探討使用神經網絡、模糊系統和進化計算與傳統計算方法綜合創建高效能、具成本效益應用的實際問題的書籍。
這本獨特的著作結合了許多國際知名的軟硬計算研究專家的經驗,為實務工程師提供了最廣泛的方法論,以開發創新且具競爭力的解決方案來應對現實世界的問題。每一章節都展示了融合概念在以下關鍵領域的廣泛適用性:
- 電腦安全與資料探勘
- 電力系統與大型工廠
- 馬達驅動與工具磨損監控
- 使用者介面與全球資訊網
- 航空航天與穩健控制
這是一本對於希望創建或理解計算智能混合系統的實務工程師、研究人員及研發經理的必備指南,同時也是軟計算、人工智慧工程應用及相關主題研究生課程的優秀主要參考資料。