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Applied Evolutionary Algorithms for Engineers using Python
ISBN-13:
9781000349801
Veröffentl:
2021
Seiten:
225
Autor:
Leonardo Azevedo Scardua
eBook Typ:
EPUB
eBook Format:
EPUB
Kopierschutz:
0 - No protection
Sprache:
Englisch
Beschreibung:
This book is written for students, scientists and engineers who need to apply evolutionary algorithms to practical optimization problems. The presentation of the theoretical background is complemented with didactical Python implementations of evolutionary algorithms that researchers have recently applied to complex optimization problems.
1. Introduction to Evolutionary Optimization. 2. Evolutionary Algorithms. 3. Characterizing Real-World Optimization Problems. 4. Assessing the Performance of Evolutionary Algorithms. 5. Case Studies. 6. Appendix
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