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

最新推荐文章于 2018-10-07 19:40:00 发布

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本书全面介绍了将算法和离散数学应用于热点领域的实践问题，包括计算生物学、化学、无线网络及计算机视觉等。内容覆盖了从理论到算法再到模拟的全过程，并通过18个章节深入探讨了无线网络拓扑控制、生物信息学数据处理、数据挖掘中的聚类分析、化学与分子生物学中的组合算法及图论应用、GSM网络频率规划以及基于博弈论的算法解决方案。

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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:
*Localized algorithms that can be used in topology control for wireless ad-hoc or sensor networks
*Bioinformatics algorithms for analyzing data
*Clustering algorithms and identification of association rules in data mining
*Applications of combinatorial algorithms and graph theory in chemistry and molecular biology
*Optimizing the frequency planning of a GSM network using evolutionary algorithms
*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.

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