Computational Intelligence-based Optimization Algorithms

Name: Computational Intelligence-based Optimization Algorithms
SKU: 9781032544168
Price: 3279 SEK
Availability: InStock
Author: Babak Zolghadr-Asli
ISBN: 9781032544168

From Theory to Practice

Inbunden, Engelska, 2023

AvBabak Zolghadr-Asli

3 279 kr

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Computational intelligence-based optimization methods, also known as metaheuristic optimization algorithms, are a popular topic in mathematical programming.These methods have bridged the gap between various approaches and created a new school of thought to solve real-world optimization problems. In this book, we have selected some of the most effective and renowned algorithms in the literature. These algorithms are not only practical but also provide thought-provoking theoretical ideas to help readers understand how they solve optimization problems. Each chapter includes a brief review of the algorithm’s background and the fields it has been used in.Additionally, Python code is provided for all algorithms at the end of each chapter, making this book a valuable resource for beginner and intermediate programmers looking to understand these algorithms.

Produktinformation

Utgivningsdatum2023-10-11
Mått156 x 234 x 21 mm
Vikt453 g
FormatInbunden
SpråkEngelska
Antal sidor338
FörlagTaylor & Francis Ltd
ISBN9781032544168

Tillhör följande kategorier

Tillämpad matematik inom Naturvetenskap och teknik
Systemvetenskap och AI inom Data och it
Programmeringsböcker inom Data och it

1. An Introduction to Meta-Heuristic Optimization. 2. Pattern Search Algorithm. 3. Genetic Algorithm. 4. Simulated Annealing Algorithm. 5. Tabu Search Algorithm. 6. Ant Colony Optimization Algorithm. 7. Particle Swarm Optimization Algorithm. 8. Differential Evolution Algorithm. 9. Harmony Search Algorithm. 10. Shuffled Frog-Leaping Algorithm. 11. Invasive Weed Optimization Algorithm. 12. Biogeography-Based Optimization Algorithm. 13. Cuckoo Search Algorithm. 14. Firefly Algorithm. 15. Gravitational Search Algorithm. 16. Plant Propagation Algorithm. 17. Teaching-Learning-Based Optimization Algorithm. 18. Bat Algorithm. 19. Flower Pollination Algorithm. 20. Water Cycle Algorithm. 21. Symbiotic Organisms Search Algorithm.

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