Evolutionary Statistical Procedures

Name: Evolutionary Statistical Procedures
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642162176
Price: 551.94 RON
Availability: InStock

An Evolutionary Computation Approach to Statistical Procedures Designs and Applications

Autor: Roberto Baragona, Francesco Battaglia, Irene Poli

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Legare: Copertă tare

Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Disponibilitate: În depozitul extern

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The proposed text offers a solid introduction to evolutionary computation for use in applied statist...

Informații despre carte

Autor

Roberto Baragona, Francesco Battaglia, Irene Poli

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2011

Pagini

276

EAN

9783642162176

ISBN

3642162177

Enbook ID

01656772

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

624

Dimensiuni

163 x 243 x 24

Descriere completă

The proposed text offers a solid introduction to evolutionary computation for use in applied statistics research. The authors draw from a vast base of knowledge about the current literature in both the design of evolutionary algorithms and statistical techniques. Modern statistical research is in the process of solving increasingly complex problems in high dimensions and its methodology is now being generalized to parameters whose estimators do not follow mathematically simple distributions. Many of these challenges involve optimizing functions for which analytic solutions are not feasible. Evolutionary algorithms present a powerful and easily understood means of approximating the optimum value in a variety of settings. The proposed text seeks to guide readers through the crucial issues of optimization problems in statistical settings and the implementation of tailored methods (including both stand-alone evolutionary algorithms and hybrid methods).

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Evolutionary Statistical Procedures

An Evolutionary Computation Approach to Statistical Procedures Designs and Applications

Informații despre carte

Descriere completă

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