Friday, June 10, 2016

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


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