Handbook of Applied Algorithms: Solving Scientific, Engineering, and Practical Problems (Hardcover)
暫譯: 應用演算法手冊:解決科學、工程及實務問題 (精裝版)
Amiya Nayak, Ivan Stojmenović
- 出版商: Wiley
- 出版日期: 2008-03-01
- 售價: $1,500
- 貴賓價: 9.8 折 $1,470
- 語言: 英文
- 頁數: 560
- 裝訂: Hardcover
- ISBN: 0470044926
- ISBN-13: 9780470044926
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相關分類:
Algorithms-data-structures
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相關主題
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)
發現應用演算法解決科學、工程和實際問題的好處
《應用演算法手冊》提供理論、演算法和模擬的結合,全面探討將演算法和離散數學應用於“熱門”應用領域的實際問題,如計算生物學、計算化學、無線網路和計算機視覺。
本書由十八個獨立的章節組成,及時探討以下主題:
* 用於無線自組網或感測器網路的拓撲控制的區域演算法
* 用於數據分析的生物資訊學演算法
* 數據挖掘中的聚類演算法和關聯規則識別
* 組合演算法和圖論在化學和分子生物學中的應用
* 使用進化演算法優化GSM網路的頻率規劃
* 通過博弈論實現的演算法解決方案和進展
《應用演算法手冊》附有練習題,幫助讀者衡量對所呈現材料的理解,是計算機科學、生命科學和工程領域研究人員、從業者和學生所需的重要資源。
Amiya Nayak博士擁有超過十七年的工業經驗,並且是加拿大渥太華大學資訊技術與工程學院的全職教授。他是多本期刊的編輯委員會成員。Nayak博士的研究興趣包括容錯、分散式系統/演算法和移動自組網。Ivan Stojmenović博士是加拿大渥太華大學的教授(www.site.uottawa.ca/~ivan),並且是英國伯明翰大學應用計算的講座教授。Stojmenović博士獲得了英國皇家學會Wolfson研究優秀獎。他目前的研究興趣主要集中在無線自組網和感測器網路的演算法設計與分析。