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Evolutionary Statistical Procedures: An Evolutionary Computation Approach to Statistical Procedures Designs and Applications (Statistics and Computing) - Baragona, Roberto, Battaglia, Francesco, Poli, Irene
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Baragona, Roberto, Battaglia, Francesco, Poli, Irene:

Evolutionary Statistical Procedures: An Evolutionary Computation Approach to Statistical Procedures Designs and Applications (Statistics and Computing) - encadernado, livro de bolso

2011, ISBN: 9783642162176

Springer, Hardcover, Auflage: 2011, 288 Seiten, Publiziert: 2011-01-05T00:00:01Z, Produktgruppe: Book, Hersteller-Nr.: 35 black & white tables, biography, 0.65 kg, Books Global Store, Spe… mais…

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Evolutionary Statistical Procedures - Roberto Baragona|Francesco Battaglia|Irene Poli
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Roberto Baragona|Francesco Battaglia|Irene Poli:

Evolutionary Statistical Procedures - encadernado, livro de bolso

2011, ISBN: 3642162177

[EAN: 9783642162176], Neubuch, [PU: Springer Berlin Heidelberg], ALGORITHMUS BILDBEARBEITUNG BILDVERARBEITUNG GRAFIK (EDV) MATHEMATIK STATISTIK MEDIZIN DIAGNOSTIK, LABORMEDIZIN SOZIALWISS… mais…

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Evolutionary Statistical Procedures An Evolutionary Computation Approach to Statistical Procedures Designs and Applications - Baragona, Roberto; Poli, Irene; Battaglia, Francesco
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Baragona, Roberto; Poli, Irene; Battaglia, Francesco:
Evolutionary Statistical Procedures An Evolutionary Computation Approach to Statistical Procedures Designs and Applications - encadernado, livro de bolso

2011

ISBN: 3642162177

2011 Gebundene Ausgabe Algorithmus, Bildbearbeitung, Bildverarbeitung, Grafik (EDV) / Bildverarbeitung, Mathematik / Statistik, Medizin / Diagnostik, Labormedizin, Sozialwissenschaften,… mais…

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Evolutionary Statistical Procedures An Evolutionary Computation Approach to Statistical Procedures Designs and Applications - Baragona, Roberto; Poli, Irene; Battaglia, Francesco
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Baragona, Roberto; Poli, Irene; Battaglia, Francesco:
Evolutionary Statistical Procedures An Evolutionary Computation Approach to Statistical Procedures Designs and Applications - encadernado, livro de bolso

2011, ISBN: 3642162177

2011 Gebundene Ausgabe Algorithmus, Bildbearbeitung, Bildverarbeitung, Grafik (EDV) / Bildverarbeitung, Mathematik / Statistik, Medizin / Diagnostik, Labormedizin, Sozialwissenschaften,… mais…

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Evolutionary Statistical Procedures: An Evolutionary Computation Approach to Statistical Procedures Designs and Applications (Statistics and Computing) [Hardcover ] - Baragona, Roberto
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Baragona, Roberto", "Battaglia, Francesco", "Poli, Irene":
Evolutionary Statistical Procedures: An Evolutionary Computation Approach to Statistical Procedures Designs and Applications (Statistics and Computing) [Hardcover ] - encadernado, livro de bolso

2011, ISBN: 3642162177

[EAN: 9783642162176], Neubuch, [PU: Springer], This item is printed on demand, Books

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Evolutionary Statistical Procedures: An Evolutionary Computation Approach to Statistical Procedures Designs and Applications (Statistics and Computing)
Autor:
Título:
Número ISBN:

3642162177


This proposed text appears to be a good 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 on the threshold of solving increasingly complex problems in high dimensions, and the generalization of its methodology to parameters whose estimators do not follow mathematically simple distributions is underway. Many of these challenges involve optimizing functions for which analytic solutions are infeasible. Evolutionary algorithms represent 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 crosses of these procedures with standard statistical algorithms like Metropolis-Hastings) in a variety of applications. This book would serve as an excellent reference work for statistical researchers at an advanced graduate level or beyond, particularly those with a strong background in computer science.

Dados detalhados do livro - Evolutionary Statistical Procedures: An Evolutionary Computation Approach to Statistical Procedures Designs and Applications (Statistics and Computing)


EAN (ISBN-13): 9783642162176
ISBN (ISBN-10): 3642162177
Livro de capa dura
Ano de publicação: 2011
Editor/Editora: Springer
276 Páginas
Peso: 0,622 kg
Língua: eng/Englisch

Livro na base de dados desde 2008-11-09T09:27:19+00:00 (Lisbon)
Página de detalhes modificada pela última vez em 2023-08-04T18:21:50+01:00 (Lisbon)
Número ISBN/EAN: 3642162177

Número ISBN - Ortografia alternativa:
3-642-16217-7, 978-3-642-16217-6
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: battaglia, barag, iren, bara, francesco poli, bat, roberto
Título do livro: evolutionary computing

Dados da editora

Autor: Roberto Baragona; Francesco Battaglia; Irene Poli
Título: Statistics and Computing; Evolutionary Statistical Procedures - An Evolutionary Computation Approach to Statistical Procedures Designs and Applications
Editora: Springer; Springer Berlin
276 Páginas
Ano de publicação: 2011-01-05
Berlin; Heidelberg; DE
Impresso / Feito em
Língua: Inglês
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XII, 276 p.

BB; Hardcover, Softcover / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Wahrscheinlichkeitsrechnung und Statistik; Verstehen; Mathematik; Data Analysis; Design of Experiments; Evolutionary Computation; Metaheuristics; Optimization Algorithms; Statistics and Computing; Computer Imaging, Vision, Pattern Recognition and Graphics; Algorithms; Biomedical Research; Sociological Methods; Mathematische und statistische Software; Bildverarbeitung; Algorithmen und Datenstrukturen; Medizinische Forschung; Soziologie; BC

This proposed text appears to be a good 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 on the threshold of solving increasingly complex problems in high dimensions, and the generalization of its methodology to parameters whose estimators do not follow mathematically simple distributions is underway. Many of these challenges involve optimizing functions for which analytic solutions are infeasible. Evolutionary algorithms represent 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 crosses of these procedures with standard statistical algorithms like Metropolis-Hastings) in a variety of applications. This book would serve as an excellent reference work for statistical researchers at an advanced graduate level or beyond, particularly those with a strong background in computer science.
A reference for statistical researchers at an advanced graduate level or beyond Deals with topics like time series data analysis, cluster analysis, design of experiments, outliers etc. that have practical aspects and should be appealing to readers For each application area benefits from using evolutionary methods are outlined There are no other books that deal with applications of EC in statistics Includes supplementary material: sn.pub/extras
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