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

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  • Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques Book Detail

  • Author : Chis, Monica
  • Release Date : 2010-06-30
  • Publisher : IGI Global
  • Genre : Education
  • Pages : 282
  • ISBN 13 : 1615208100
  • File Size : 55,55 MB

Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques by Chis, Monica PDF Summary

Book Description: 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.

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Evolutionary Computation

Evolutionary Computation

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Edited by professionals with years of experience, this book provides an introduction to the theory of evolutionary algorithms and single- and multi-objective op