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Könyv Evolutionary Statistical Procedures Roberto Baragona

Evolutionary Statistical Procedures

An Evolutionary Computation Approach to Statistical Procedures Designs and Applications

Szerző: Roberto Baragona, Francesco Battaglia, Irene Poli
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
38 497 Ft
The proposed text offers a solid introduction to evolutionary computation for use in applied statist...

Információk a könyvről

Szerző
Roberto Baragona, Francesco Battaglia, Irene Poli
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2011
oldal
276
EAN
9783642162176
ISBN
3642162177
Enbook ID
01656772
Kiadó
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Súly
624
Méretek
163 x 243 x 24

Teljes leírás

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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