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Encyclopedia of Algorithms, Second Edition
Encyclopedia of Algorithms, Second Edition
Springer | Theoretical Computer Science | March 14 2016 | ISBN-10: 1493928635 | 2389 pages | pdf | 48.84 mb
Editors: Kao, Ming-Yang (Ed.)
Covers a wealth of problems currently relevant in diverse fields including biology, economics, financial software and computer science, amongst others
Presents accessible, updated and enhanced, A-Z entries with useful cross-references
Features examples from growing areas such as bioinformatics and social networks
Ensures a balanced coverage through a top-quality, scientifically and geographically diverse editorial board
Offers literature references for those looking to study a topic in more detail
About this Reference Work
This dynamic reference work provides solutions to vital algorithmic problems for scholars, researchers, practitioners, teachers and students in fields such as computer science, mathematics, statistics, biology, economics, financial software, and medical informatics.
This second edition is broadly expanded, building upon the success of its former edition with more than 450 new and updated entries. These entries are designed to ensure algorithms are presented from growing areas of research such as bioinformatics, combinatorial group testing, differential privacy, enumeration algorithms, game theory, massive data algorithms, modern learning theory, social networks, and VLSI CAD algorithms.
Over 630 entries are organized alphabetically by problem, with subentries allowing for distinct solutions. Each entry includes a description of the basic algorithmic problem; the input and output specifications; key results; examples of applications; citations to key literature, open problems, experimental results, links to data sets and downloadable code.
All entries are peer-reviewed, written by leading experts in the field-and each entry contains links to a summary of the author's research work.
This defining reference is available in both print and online-a dynamic living work with hyperlinks to related entries, cross references citations, and a myriad other valuable URLs.
New and Updated entries include:
Algorithmic Aspects of Distributed Sensor Networks,
Algorithms for Modern Computers
Bioinformatics
Certified Reconstruction and Mesh Generation
Combinatorial Group Testing
Compression of Text and Data Structures
Computational Counting
Computational Economics
Computational Geometry
Differential Privacy
Enumeration Algorithms
Exact Exponential Algorithms
Game Theory
Graph Drawing
Group Testing
Internet Algorithms
Kernels and Compressions
Massive Data Algorithms
Mathematical Optimization
Modern Learning Theory
Social Networks
Stable Marriage Problems, k-SAT Algorithms
Sublinear Algorithms
Tile Self-Assembly
VLSI CAD Algorithms
Number of Illustrations and Tables
263 b/w illustrations, 116 illustrations in colour
Topics
Theory of Computation
Electrical Engineering
Applications of Mathematics
Computing Methodologies
Computational Mathematics and Numerical Analysis
Encyclopedia of Algorithms, Second EditionEncyclopedia of Algorithms, Second Edition


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