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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) - encuadernado, tapa blanda

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… Más…

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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 - encuadernado, tapa blanda

2011, ISBN: 3642162177

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

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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 - encuadernado, tapa blanda

2011

ISBN: 3642162177

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

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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 - encuadernado, tapa blanda

2011, ISBN: 3642162177

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

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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 ] - encuadernado, tapa blanda

2011, ISBN: 3642162177

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

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Detalles del libro
Evolutionary Statistical Procedures: An Evolutionary Computation Approach to Statistical Procedures Designs and Applications (Statistics and Computing)
Autor:
Título:
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.

Detalles del libro - Evolutionary Statistical Procedures: An Evolutionary Computation Approach to Statistical Procedures Designs and Applications (Statistics and Computing)


EAN (ISBN-13): 9783642162176
ISBN (ISBN-10): 3642162177
Tapa dura
Año de publicación: 2011
Editorial: Springer
276 Páginas
Peso: 0,622 kg
Idioma: eng/Englisch

Libro en la base de datos desde 2008-11-09T03:27:19-06:00 (Mexico City)
Página de detalles modificada por última vez el 2023-08-04T11:21:50-06:00 (Mexico City)
ISBN/EAN: 3642162177

ISBN - escritura alterna:
3-642-16217-7, 978-3-642-16217-6
Mode alterno de escritura y términos de búsqueda relacionados:
Autor del libro: battaglia, barag, iren, bara, francesco poli, bat, roberto
Título del libro: evolutionary computing

Datos del la editorial

Autor: Roberto Baragona; Francesco Battaglia; Irene Poli
Título: Statistics and Computing; Evolutionary Statistical Procedures - An Evolutionary Computation Approach to Statistical Procedures Designs and Applications
Editorial: Springer; Springer Berlin
276 Páginas
Año de publicación: 2011-01-05
Berlin; Heidelberg; DE
Impreso en
Idioma: Inglés
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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