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.
Amiya Nayak, Ph D, 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 Stojmenovi C?,
Ph D, 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.
Содержание
Preface.
Abstracts.
Contributors.
1. Generating All and Random Instances of A combinatorial Object
(Ivan Stojmenovic)
2. Backtracking and Isomorph-Free Generation of Polyhexes (Lucia
Moura and Ivan Stojmenovic)
3. Graph Theoretic Models in Chemistry and Molecular Biology
(Debra Knisley and Jeff Knisley)
4. Algorithmic Methods for the Analysis of Gene Expression Data
(Hongbo Xie, Uros Midic, Slobodan Vucetic, and Zoran Obradovic)
5. Algorithms of Reaction-Diffusion Computing (Andrew
Adamatzky)
6. Data Mining Algorithms I: Clustering (Dan A.
Simovici)
7. Data Mining Algorithms II: Frequent Item Sets (Dan A.
Simovici)
8. Algorithms for Data Streams (Camil Demetrescu and Irene
Finocchi)
9. Applying Evolutionary Algorithms to Solve the Automatic
Frequency Planning Problem (Francisco Luna, Enrique Alba, Antonio
J. Nero, Patrick Nauru, and Salvador Pedraza)
10. Algorithmic Game Theory and Application s(Marios
Mavronicolas, Vicky Papdopoulou, and Paul Spirakis)
11. Algorithms for Real-Time Object Detection in Images (Milos
Stojmenovic)
12. 2D Shape Measures for Computer Vision (Paul L. Rosin and
Jovisa Zunic)
13. Cryptographic Algorithms (Binal Roy and Amiya Nayak)
14. Secure Communication in Distributed Sensor Networks (DSN)
(Subhamoy Maitra and Bimal Roy)
15. Localized Topology Control Algorithms for Ad Hoc and Sensor
Networks (Hannes Frey and David Simplot-Ryl)
16. A Novel Admission Control for Multimedia LEO Satellite
Networks (Syed R. Rizvi, Stephan Olariu, and Mona E. Rizvi)
17. Resilient Recursive Routing in Communication Networks
(Costas C. Constantinou, Alexander S. Stepanenko, Theodoros N.
Arvanitis, Kevin J. Baughan, and Bin Liu)
18. Routing Algorithms on WDM Optical Networks (Qian-Ping
Gu)
Index.
Об авторе
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 (href=’http://www.site.uottawa.ca/-ivan’>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.
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