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Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques

2010-06-30 Education
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Release : 2010-06-30
Genre : Education
Kind : eBook
Book Rating : 100/5 ( reviews)

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Book Synopsis Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques by : Chis, Monica

Download or read book Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques written by Chis, Monica. This book was released on 2010-06-30. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques lays the foundation for the successful integration of evolutionary computation into software engineering. It surveys techniques ranging from genetic algorithms, to swarm optimization theory, to ant colony optimization, demonstrating their uses and capabilities. These techniques are applied to aspects of software engineering such as software testing, quality assessment, reliability assessment, and fault prediction models, among others, to providing researchers, scholars and students with the knowledge needed to expand this burgeoning application.

Evolutionary Algorithms in Engineering Applications

2013-06-29 Computers
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Release : 2013-06-29
Genre : Computers
Kind : eBook
Book Rating : 239/5 ( reviews)

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Book Synopsis Evolutionary Algorithms in Engineering Applications by : Dipankar Dasgupta

Download or read book Evolutionary Algorithms in Engineering Applications written by Dipankar Dasgupta. This book was released on 2013-06-29. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary algorithms are general-purpose search procedures based on the mechanisms of natural selection and population genetics. They are appealing because they are simple, easy to interface, and easy to extend. This volume is concerned with applications of evolutionary algorithms and associated strategies in engineering. It will be useful for engineers, designers, developers, and researchers in any scientific discipline interested in the applications of evolutionary algorithms. The volume consists of five parts, each with four or five chapters. The topics are chosen to emphasize application areas in different fields of engineering. Each chapter can be used for self-study or as a reference by practitioners to help them apply evolutionary algorithms to problems in their engineering domains.

Evolutionary Computation for Modeling and Optimization

2006-04-04 Computers
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Release : 2006-04-04
Genre : Computers
Kind : eBook
Book Rating : 093/5 ( reviews)

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Book Synopsis Evolutionary Computation for Modeling and Optimization by : Daniel Ashlock

Download or read book Evolutionary Computation for Modeling and Optimization written by Daniel Ashlock. This book was released on 2006-04-04. Available in PDF, EPUB and Kindle. Book excerpt: Concentrates on developing intuition about evolutionary computation and problem solving skills and tool sets. Lots of applications and test problems, including a biotechnology chapter.

Evolutionary Computation

2016-12-01 Computers
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Release : 2016-12-01
Genre : Computers
Kind : eBook
Book Rating : 162/5 ( reviews)

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Book Synopsis Evolutionary Computation by : Ashish M. Gujarathi

Download or read book Evolutionary Computation written by Ashish M. Gujarathi. This book was released on 2016-12-01. Available in PDF, EPUB and Kindle. Book excerpt: Edited by professionals with years of experience, this book provides an introduction to the theory of evolutionary algorithms and single- and multi-objective optimization, and then goes on to discuss to explore applications of evolutionary algorithms for many uses with real-world applications. Covering both the theory and applications of evolutionary computation, the book offers exhaustive coverage of several topics on nontraditional evolutionary techniques, details working principles of new and popular evolutionary algorithms, and discusses case studies on both scientific and real-world applications of optimization

Evolutionary Algorithms for Solving Multi-Objective Problems

2007-08-26 Computers
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Release : 2007-08-26
Genre : Computers
Kind : eBook
Book Rating : 977/5 ( reviews)

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Book Synopsis Evolutionary Algorithms for Solving Multi-Objective Problems by : Carlos Coello Coello

Download or read book Evolutionary Algorithms for Solving Multi-Objective Problems written by Carlos Coello Coello. This book was released on 2007-08-26. Available in PDF, EPUB and Kindle. Book excerpt: This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. The various features of multi-objective evolutionary algorithms are presented here in an innovative and student-friendly fashion, incorporating state-of-the-art research. The book disseminates the application of evolutionary algorithm techniques to a variety of practical problems. It contains exhaustive appendices, index and bibliography and links to a complete set of teaching tutorials, exercises and solutions.

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