Probabilistic Analysis of Algorithms

Name: Probabilistic Analysis of Algorithms
Brand: Springer-Verlag New York Inc.
SKU: 9781461291602
Price: 276.07 RON
Availability: InStock

On Computing Methodologies for Computer Algorithms Performance Evaluation

Autor: Micha Hofri

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Editura: Springer-Verlag New York Inc.

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Probabilistic Analysis of Algorithms begins with a presentation of the "tools of the trade" currentl...

Informații despre carte

Autor

Micha Hofri

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2011

Pagini

240

EAN

9781461291602

ISBN

1461291607

Enbook ID

06795958

Editura

Springer-Verlag New York Inc.

Greutate

400

Dimensiuni

155 x 235 x 15

Descriere completă

Probabilistic Analysis of Algorithms begins with a presentation of the "tools of the trade" currently used in probabilistic analyses, and continues with an applications section in which these tools are used in the analysis ofr selected algorithms. The tools section of the book provides the reader with an arsenal of analytic and numeric computing methods which are then applied to several groups of algorithms to analyze their running time or storage requirements characteristics. Topics covered in the applications section include sorting, communications network protocols and bin packing. While the discussion of the various algorithms is sufficient to motivate their structure, the emphasis throughout is on the probabilistic estimation of their operation under distributional assumptions on their input. Probabilistic Analysis of Algorithms assumes a working knowledge of engineering mathematics, drawing on real and complex analysis, combinatorics and probability theory. While the book is intended primarily as a text for the upper undergraduate and graduate student levels, it contains a wealth of material and should also prove an important reference for researchers. As such it is addressed to computer scientists, mathematicians, operations researchers, and electrical and industrial engineers who are interested in evaluating the probable operation of algorithms, rather than their worst-case behavior.

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Probabilistic Analysis of Algorithms

On Computing Methodologies for Computer Algorithms Performance Evaluation

Informații despre carte

Descriere completă

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