Evolutionary Computation and Optimization Algorithms in Software Engineering

Evolutionary computation brings new tools for software engineering by informing the systematic disciplined quantifiable processes of developing operating and maintaining software. 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.