Encyclopedia of Algorithms
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Beschreibung
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
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 Includes supplementary material: sn.pub/extras
Autor*in
Ming-Yang Kao
Themen in »Encyclopedia of Algorithms«
Algorithmica Algorithms All-pairs shortest paths Approximating Arithmetic Coding for Data Compression Bin Packing Communication Algorithms Decoding Dynamic Tree Problems Factoring Fully Dynamic Connectivity Local Alignment MRWMay2006 Maximum Minimum
Stimmen zu »Encyclopedia of Algorithms«
“This is a unique and beautiful encyclopedia; you start reading and cannot find a way to stop because it is so fascinating to move from one article to another with seemingly no end. The expertise of all authors guarantees high quality of most of the articles. They are easily accessible also for readers not working in the respective field and give a quick orientation.” (Klaus Meer, Mathematical Reviews, February, 2018)
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