Real Life Applications of Soft Computing
暫譯: 軟計算的實際應用
Shukla, Anupam, Tiwari, Ritu, Kala, Rahul
- 出版商: CRC
- 出版日期: 2019-10-07
- 售價: $2,990
- 貴賓價: 9.5 折 $2,841
- 語言: 英文
- 頁數: 686
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367384019
- ISBN-13: 9780367384012
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其他版本:
Real Life Applications of Soft Computing
海外代購書籍(需單獨結帳)
商品描述
Rapid advancements in the application of soft computing tools and techniques have proven valuable in the development of highly scalable systems and resulted in brilliant applications, including those in biometric identification, interactive voice response systems, and data mining. Although many resources on the subject adequately cover the theoretic concepts, few provide clear insight into practical application.
Filling this need, Real Life Applications of Soft Computing explains such applications, including the underlying technology and its implementation. While these systems initially seem complex, the authors clearly demonstrate how they can be modeled, designed, and implemented. Written in a manner that makes it accessible to novices, the book begins by covering the theoretical foundations of soft computing. It supplies a concise explanation of various models, principles, algorithms, tools, and techniques, including artificial neural networks, fuzzy systems, evolutionary algorithms, and hybrid algorithms.
Supplying in-depth exposure to real life systems, the text provides:
- Multi-dimensional coverage supported by references, figures, and tables
- Warnings about common pitfalls in the implementation process, as well as detailed examinations of possible solutions
- A timely account of developments in various areas of application
- Solved examples and exercises in each chapter
Detailing a wide range of contemporary applications, the text includes coverage of those in biometric systems, including physiological and behavioral biometrics. It also examines applications in legal threat assessment, robotic path planning, and navigation control. The authors consider fusion methods in biometrics and bioinformatics and also provide effective disease identification techniques.
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商品描述(中文翻譯)
快速進步的軟計算工具和技術的應用在開發高度可擴展系統方面已證明其價值，並產生了出色的應用，包括生物識別、互動語音應答系統和數據挖掘等領域。儘管許多資源充分涵蓋了該主題的理論概念，但很少有資源能清楚地洞察其實際應用。
為了填補這一需求，軟計算的實際應用 解釋了這些應用，包括其基礎技術及其實施。雖然這些系統最初看起來很複雜，但作者清楚地展示了如何對其進行建模、設計和實施。本書以易於新手理解的方式撰寫，首先涵蓋了軟計算的理論基礎。它對各種模型、原則、算法、工具和技術提供了簡明的解釋，包括人工神經網絡、模糊系統、進化算法和混合算法。
本書深入介紹了現實生活中的系統，提供了：
- 由參考文獻、圖表和表格支持的多維度覆蓋
- 有關實施過程中常見陷阱的警告，以及對可能解決方案的詳細檢查
- 各個應用領域發展的及時報告
- 每章中的解題示例和練習
本書詳細介紹了各種當代應用，包括生物識別系統中的生理和行為生物識別。它還考察了法律威脅評估、機器人路徑規劃和導航控制等應用。作者考慮了生物識別和生物信息學中的融合方法，並提供了有效的疾病識別技術。
作者簡介
Dr. Anupam Shukla is an associate professor in the IT Department of the Indian Institute of Information Technology and Management Gwalior. He has 22 years of teaching experience. His research interest includes speech processing, artificial intelligence, soft computing and bioinformatics. He has published over 120 papers in various national and international journals/conferences. He is referee for 10 international journals including Elsevier, IEEE, and ACM computing and in the editorial board of International Journal of AI and Soft Computing. He also received Gold Medal from Jadavpur University during his postgraduate studies.
Dr. Ritu Tiwari is an assistant professor in the IT Department of Indian Institute of Information Technology and Management Gwalior. Her field of research includes biometrics, artificial neural networks, signal processing, robotics and soft computing. She has published around 50 papers in various national and international journals/conferences. She has received Young Scientist Award from Chhattisgarh Council of Science & Technology in the year 2006. She also received Gold Medal in her post graduation from NIT, Raipur.
Rahul Kala is a student at the Indian Institute of Information Technology and Management Gwalior. His areas of research are hybrid soft computing, robotic planning, biometrics, artificial intelligence, and soft computing. He has published over 25 papers in various international and national journals/conferences. He also takes a keen interest toward free/open source software. He secured All India 8th position in Graduates Aptitude Test in Engineeging-2008 with a percentile of 99.84. Rahul is the winner of Lord of the Code Scholarship Contest organized by KReSIT, IIT Bombay and Red Hat. He also secured seventh position in ACM-International Collegiate Programming Contest Kanpur Regional 2007.
作者簡介(中文翻譯)
安努帕姆·舒克拉博士是印度信息技術與管理學院（Indian Institute of Information Technology and Management Gwalior）資訊科技系的副教授。他擁有22年的教學經驗。他的研究興趣包括語音處理、人工智慧、軟計算和生物資訊學。他在各種國內外期刊和會議上發表了超過120篇論文。他是10本國際期刊的審稿人，包括Elsevier、IEEE和ACM計算期刊，並且是《國際人工智慧與軟計算期刊》（International Journal of AI and Soft Computing）的編輯委員會成員。他在研究生學習期間也曾獲得賈達普爾大學的金獎。
瑞圖·提瓦里博士是印度信息技術與管理學院（Indian Institute of Information Technology and Management Gwalior）資訊科技系的助理教授。她的研究領域包括生物識別技術、人工神經網絡、信號處理、機器人技術和軟計算。她在各種國內外期刊和會議上發表了約50篇論文。她於2006年獲得恰蒂斯加爾邦科學與技術委員會的青年科學家獎。她在拉伊普爾國立技術學院（NIT, Raipur）研究生學習期間也獲得了金獎。
拉胡爾·卡拉是印度信息技術與管理學院（Indian Institute of Information Technology and Management Gwalior）的學生。他的研究領域包括混合軟計算、機器人規劃、生物識別技術、人工智慧和軟計算。他在各種國際和國內期刊及會議上發表了超過25篇論文。他對自由/開源軟體也有濃厚的興趣。他在2008年的工程學研究生能力測試（Graduates Aptitude Test in Engineering）中獲得全印度第8名，百分位數為99.84。拉胡爾是由KReSIT、印度理工學院孟買（IIT Bombay）和紅帽（Red Hat）主辦的「代碼之王獎學金比賽」的獲獎者。他在2007年ACM國際大學程式設計比賽坎普爾區域賽中也獲得第七名。
