Evolutionary Statistical Procedures

Name: Evolutionary Statistical Procedures
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642162176
Price: 105.11 EUR
Availability: InStock

An Evolutionary Computation Approach to Statistical Procedures Designs and Applications

Автор: Roberto Baragona, Francesco Battaglia, Irene Poli

Език:

Корици: С твърди корици

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

Наличност: Външен склад

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

Информация за книгата

Автор

Roberto Baragona, Francesco Battaglia, Irene Poli

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2011

страници

276

EAN

9783642162176

ISBN

3642162177

Enbook ID

01656772

Издател

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Теглоt

624

Размери

163 x 243 x 24

Пълно описание

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

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също