Resultats de la cerca - (evolutionary OR evolution) optimization algorithm

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  1. Particle Swarm Optimization

    Publicat 2021
    “…Particle swarm optimization (PSO) is a population based stochastic optimization technique influenced by the social behavior of bird flocking or fish schooling.PSO shares many similarities with evolutionary computation techniques such as Genetic Algorithms (GA). …”
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  2. Evolutionary Computation

    Publicat 2021
    “…This book presents several recent advances on Evolutionary Computation, specially evolution-based optimization methods and hybrid algorithms for several applications, from optimization and learning to pattern recognition and bioinformatics. …”
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  3. New Achievements in Evolutionary Computation

    Publicat 2021
    “…Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm intelligence, etc., were being developed and new fields of usage in artificial intelligence, machine learning, combinatorial and numerical optimization, etc., were being explored. …”
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  4. Traveling Salesman Problem

    Publicat 2021
    “…This book is a collection of current research in the application of evolutionary algorithms and other optimal algorithms to solving the TSP problem. …”
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  5. Real-World Applications of Genetic Algorithms

    Publicat 2021
    “…The book addresses some of the most recent issues, with the theoretical and methodological aspects, of evolutionary multi-objective optimization problems and the various design challenges using different hybrid intelligent approaches. …”
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  6. Genetic Algorithms in Applications

    Publicat 2021
    “…Genetic Algorithms (GAs) are one of several techniques in the family of Evolutionary Algorithms - algorithms that search for solutions to optimization problems by "evolving" better and better solutions. …”
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  7. Recent Advances on Meta-Heuristics and Their Application to Real Scenarios

    Publicat 2021
    “…Emphasis is placed on evolutionary algorithms and swarm intelligence as computational means to efficiently balance the tradeoff between optimality of the produced solutions and the complexity derived from their estimation. …”
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  8. Nature-inspired Methods for Stochastic, Robust and Dynamic Optimization

    Publicat 2021
    “…This book gravitates on the development of nature-inspired methods and their application to stochastic, dynamic and robust optimization. Topics covered by this book include the design and development of evolutionary algorithms, bio-inspired metaheuristics, or memetic methods, with empirical, innovative findings when used in different subfields of mathematical optimization, such as stochastic, dynamic, multimodal and robust optimization, as well as noisy optimization and dynamic and constraint satisfaction problems.…”
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  9. Artificial Neural Networks and Evolutionary Computation in Remote Sensing

    Publicat 2021
    “…For this purpose, evolutionary algorithms become the best solution for analysis. …”
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  10. AI AND THE SINGULARITY

    Publicat 2021
    Matèries: “…machine evolution and optimization…”
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