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 is written by Chis, Monica and published by IGI Global. It's available with International Standard Book Number or ISBN identification 1615208100 (ISBN 10) and 9781615208104 (ISBN 13).

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.