Nature-Inspired Algorithms

Preface. Acknowledgments. About the Author. Introduction. Binary Genetic Algorithms. Real-Parameter Genetic Algorithm. Differential Evolution. Particle Swarm Optimization. Grey Wolf Optimization. Environmental Adaptation Method. Other Important Optimization Algorithms. Application of Genetic Algorithms, Partial Swarm Optimization, and Differential Evolution in Software Testing. Application of Genetic Algorithms, Partial Swarm Optimization, and Differential Evolution in Regression Testing. Application of Genetic Algorithms and Partial Swarm Optimization in Cloud Computing. References and Further Reading. Index.

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• Ciência da Computação
• Engenharia electrónica
• Algoritmos e estruturas de dados
• Ciência ambiental, engenharia e tecnologia
• Engenharia electrotécnica
• Engenharia do software

Nature Inspired Algorithms;Genetic Algorithm;Differential Evolution Algorithm;Particle Swarm Optimization;Grey Wolf Optimization Algorithm;Environmental Adaptation Method;Grey Wolf Optimization;Cuckoo Search;Generated Trial Vector;Unimodal Problems;Economic Load Dispatch Problems;Trial Vector;Gbest Position;Entire Search Space;Test Case Generation;PSO Algorithm;Continuous Optimization Problem;Crossover Operator;Solve Optimization Problems;Donor Vector;Pbest Values;Branch Coverage;Binary Encoding;Target Vector;TLBO Algorithm;PSO Process;Arithmetic Crossover Operator;Workflow Schedule;Niche Count