Bayesian Evolutionary Algorithms

Hierarchical Bayesian Optimization Algorithm: Toward a New Generation of Evolutionary Algorithms

Hierarchical Bayesian Optimization Algorithm: Toward a New Generation of Evolutionary Algorithms
Springer | ISBN: 3540237747 | 2005. | 180 p. | RARed | PDF | 1.64MB

This book provides a framework for the design of competent optimization techniques by combining advanced evolutionary algorithms with state-of-the-art machine learning techniques. The primary focus of the book is on two algorithms that replace traditional variation operators of evolutionary algorithms, by learning and sampling Bayesian networks: the Bayesian optimization algorithm (BOA) and the hierarchical BOA (hBOA). They provide a scalable solution to a broad class of problems. The book provides an overview of evolutionary algorithms that use probabilistic models to guide their search, motivates and describes BOA and hBOA in a way accessible to a wide audience, and presents numerous results confirming that they are revolutionary approaches to black-box optimization…

"Evolutionary Algorithms" ed. by Eisuke Kita  eBooks & eLearning

Posted by exLib at July 1, 2017
"Evolutionary Algorithms" ed. by Eisuke Kita

"Evolutionary Algorithms" ed. by Eisuke Kita
InTeO | 2011 | ISBN: 9533071710 9789533071718 | 595 pages | PDF | 34 MB

Evolutionary algorithms are successively applied to wide optimization problems in the engineering, marketing, operations research, and social science, such as include scheduling, genetics, material selection, structural design and so on. Apart from mathematical optimization problems, evolutionary algorithms have also been used as an experimental framework within biological evolution and natural selection in the field of artificial life.

Bayesian Evolutionary Analysis with BEAST  eBooks & eLearning

Posted by roxul at May 25, 2017
Bayesian Evolutionary Analysis with BEAST

Alexei J. Drummond, "Bayesian Evolutionary Analysis with BEAST"
2015 | ISBN-10: 1107019656 | 260 pages | true PDF | 3 MB

Evolutionary Algorithms  eBooks & eLearning

Posted by nebulae at April 21, 2017
Evolutionary Algorithms

Alain Petrowski and Sana Ben–Hamida, "Evolutionary Algorithms"
English | ISBN: 1848218044 | 2017 | 256 pages | PDF | 4 MB

Evolutionary Algorithms  eBooks & eLearning

Posted by AlenMiler at April 13, 2017
Evolutionary Algorithms

Evolutionary Algorithms by Alain Petrowski
English | 11 Apr. 2017 | ASIN: B071XNSYYS | 256 Pages | AZW3 | 7.73 MB
Application of Evolutionary Algorithms for Multi-Objective Optimization in VLSI and Embedded Systems (Repost)

Application of Evolutionary Algorithms for Multi-Objective Optimization in VLSI and Embedded Systems By M. C. Bhuvaneswari
2015 | 188 Pages | ISBN: 8132219570 | PDF | 3 MB

Pattern Mining with Evolutionary Algorithms  eBooks & eLearning

Posted by Underaglassmoon at June 15, 2016
Pattern Mining with Evolutionary Algorithms

Pattern Mining with Evolutionary Algorithms
Springer | Image Processing | July 15, 2016 | ISBN-10: 3319338579 | 200 pages | pdf | 7.43 mb

Authors: Ventura, Sebastián, Luna, José María
Covers the use of Evolutionary Computation techniques to pattern mining problems
Uses algorithms that have been integrated into the well-known WEKA software for free use
Offers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process

Multiobjective Evolutionary Algorithms and Applications  eBooks & eLearning

Posted by tanas.olesya at April 24, 2016
Multiobjective Evolutionary Algorithms and Applications

Multiobjective Evolutionary Algorithms and Applications by Kay Chen Tan
English | May 4, 2005 | ISBN: 1852338369 | 296 Pages | PDF | 35 MB

Evolutionary multiobjective optimization is currently gaining a lot of attention, particularly for researchers in the evolutionary computation communities. Covers the authors’ recent research in the area of multiobjective evolutionary algorithms as well as its practical applications.

Evolutionary Algorithms for Mobile Ad Hoc Networks  eBooks & eLearning

Posted by nebulae at Jan. 24, 2016
Evolutionary Algorithms for Mobile Ad Hoc Networks

Bernabé Dorronsoro, "Evolutionary Algorithms for Mobile Ad Hoc Networks"
English | ISBN: 1118341139 | 2015 | 240 pages | PDF | 5 MB

Bayesian Evolutionary Analysis with BEAST  eBooks & eLearning

Posted by AlenMiler at Dec. 29, 2015
Bayesian Evolutionary Analysis with BEAST

Bayesian Evolutionary Analysis with BEAST by Alexei J. Drummond
English | Oct. 8, 2015 | ISBN: 1107019656 | 260 Pages | AZW3/PDF (conv) | 8.33 MB

What are the models used in phylogenetic analysis and what exactly is involved in Bayesian evolutionary analysis using Markov chain Monte Carlo (MCMC) methods?