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Optimization Using Evolutionary Algorithms and Metaheuristics
- Applications in Engineering
Engelsk
Bogcover for Optimization Using Evolutionary Algorithms and Metaheuristics af , 9780367779313
Specifikationer
Sprog:
Engelsk
Sider:
136
ISBN-13:
9780367779313
Indbinding:
Paperback
ISBN-10:
0367779315
Kategori:
Udg. Dato:
31 mar 2021
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
31 mar 2021

Optimization Using Evolutionary Algorithms and Metaheuristics

- Applications in Engineering
Engelsk
Paperback 2021
Format:

Bog beskrivelse

Metaheuristic optimization is a higher-level procedure or heuristic designed to find, generate, or select a heuristic (partial search algorithm) that may provide a sufficiently good solution to an optimization problem, especially with incomplete or imperfect information or limited computation capacity. This is usually applied when two or more objectives are to be optimized simultaneously.



This book is presented with two major objectives. Firstly, it features chapters by eminent researchers in the field providing the readers about the current status of the subject. Secondly, algorithm-based optimization or advanced optimization techniques, which are applied to mostly non-engineering problems, are applied to engineering problems. This book will also serve as an aid to both research and industry. Usage of these methodologies would enable the improvement in engineering and manufacturing technology and support an organization in this era of low product life cycle.





Features:







  • Covers the application of recent and new algorithms






  • Focuses on the development aspects such as including surrogate modeling, parallelization, game theory, and hybridization






  • Presents the advances of engineering applications for both single-objective and multi-objective optimization problems






  • Offers recent developments from a variety of engineering fields






    • Discusses Optimization using Evolutionary Algorithms and Metaheuristics applications in engineering






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    Specifikationer
    Sprog:
    Engelsk
    Sider:
    136
    ISBN-13:
    9780367779313
    Indbinding:
    Paperback
    ISBN-10:
    0367779315
    Kategori:
    Udg. Dato:
    31 mar 2021
    Størrelse i cm:
    23,4 x 15,6
    Oplagsdato:
    31 mar 2021
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