Handbook of Applied Algorithms: Solving Scientific, Engineering, and Practical Problems (Hardcover)

Amiya Nayak, Ivan Stojmenović

  • 出版商: Wiley
  • 出版日期: 2008-03-01
  • 售價: $1,500
  • 貴賓價: 9.8$1,470
  • 語言: 英文
  • 頁數: 560
  • 裝訂: Hardcover
  • ISBN: 0470044926
  • ISBN-13: 9780470044926
  • 相關分類: Algorithms-data-structures
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商品描述

Discover the benefits of applying algorithms to solve scientific, engineering, and practical problems

Providing a combination of theory, algorithms, and simulations, Handbook of Applied Algorithms presents an all-encompassing treatment of applying algorithms and discrete mathematics to practical problems in "hot" application areas, such as computational biology, computational chemistry, wireless networks, and computer vision.

In eighteen self-contained chapters, this timely book explores:
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Localized algorithms that can be used in topology control for wireless ad-hoc or sensor networks
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Bioinformatics algorithms for analyzing data
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Clustering algorithms and identification of association rules in data mining
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Applications of combinatorial algorithms and graph theory in chemistry and molecular biology
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Optimizing the frequency planning of a GSM network using evolutionary algorithms
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Algorithmic solutions and advances achieved through game theory

Complete with exercises for readers to measure their comprehension of the material presented, Handbook of Applied Algorithms is a much-needed resource for researchers, practitioners, and students within computer science, life science, and engineering.

Amiya Nayak, PhD, has over seventeen years of industrial experience and is Full Professor at the School of Information Technology and Engineering at the University of Ottawa, Canada. He is on the editorial board of several journals. Dr. Nayak's research interests are in the areas of fault tolerance, distributed systems/algorithms, and mobile ad-hoc networks. Ivan StojmenoviC?, PhD, is Professor at the University of Ottawa, Canada (www.site.uottawa.ca/~ivan), and Chair Professor of Applied Computing at the University of Birmingham, United Kingdom. Dr. Stojmenovic? received the Royal Society Wolfson Research Merit Award. His current research interests are mostly in the design and analysis of algorithms for wireless ad-hoc and sensor networks.

商品描述(中文翻譯)

探索將算法應用於解決科學、工程和實際問題的好處。

《應用算法手冊》提供了理論、算法和模擬的結合,全面介紹了將算法和離散數學應用於“熱門”應用領域的實際問題,例如計算生物學、計算化學、無線網絡和計算機視覺。

在十八個獨立的章節中,這本及時的書籍探討了以下內容:
* 可用於無線自組網或傳感器網絡拓撲控制的本地化算法
* 用於分析數據的生物信息學算法
* 數據挖掘中的聚類算法和關聯規則識別
* 在化學和分子生物學中應用組合算法和圖論
* 使用演化算法優化GSM網絡的頻率規劃
* 通過博弈論實現的算法解決方案和進展

《應用算法手冊》還提供了讀者練習以測試他們對所介紹材料的理解程度。這是一本研究人員、從業人員和計算機科學、生命科學和工程學學生所需的資源。

Amiya Nayak博士在加拿大渥太華大學信息技術和工程學院擔任全職教授,擁有超過17年的工業經驗。他是多個期刊的編輯委員會成員。Nayak博士的研究興趣包括容錯性、分散系統/算法和移動自組網絡等領域。Ivan StojmenoviC博士是加拿大渥太華大學(www.site.uottawa.ca/~ivan)的教授,也是英國伯明翰大學應用計算的講座教授。Stojmenovic博士獲得了皇家學會沃爾夫森研究優秀獎。他目前的研究興趣主要集中在無線自組網和傳感器網絡的算法設計和分析上。