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Book synopsis

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).

Book details

Book category Books in English Society & social sciences Sociology & anthropology Sociology

• Full title: Evolutionary Statistical Procedures
• Subtitle: An Evolutionary Computation Approach to Statistical Procedures Designs and Applications
• Author: Roberto Baragona, Francesco Battaglia, Irene Poli
• Language: English
• Binding: Hardback
• Number of pages: 276
• EAN: 9783642162176
• ISBN: 3642162177
• ID: 01656772
• Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Weight: 624 g
• Dimensions: 243 × 163 × 24 mm
• Date of publishing: 01. January 2011

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