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Encyclopedia of Algorithms

Encyclopedia of Algorithms

Ming-Yang Kao (eds.)
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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.

New and Updated entries include:
Algorithmic Aspects of Distributed Sensor Networks, 
Algorithms for Modern Computers 
Bioinformatics
Certified Reconstruction and Mesh Generation
Combinatorial Group Testing
Сompression 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

عام:
2016
الإصدار:
2ed.
الناشر:
Springer
اللغة:
english
الصفحات:
2389
ISBN 10:
1493928651
ISBN 13:
9781493928651
ملف:
PDF, 23.71 MB
IPFS:
CID , CID Blake2b
english, 2016
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