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Machine Learning and Metaheuristics: Methods and Analysis
Hardcover
Series: Algorithms for Intelligent Systems
Technology & EngineeringGeneral ComputersGeneral Mathematics
ISBN13: 9789819966448
Publisher: Springer Nature
Published: Nov 2 2023
Pages: 295
Weight: 1.45
Height: 0.79 Width: 6.22 Depth: 9.29
Language: English
This book takes a balanced approach between theoretical understanding and real-time applications. All the topics included real-world problems which show how to explore, build, evaluate, and optimize machine learning models fusion with metaheuristic algorithms. Optimization algorithms classified into two broad categories as deterministic and probabilistic algorithms. The content of book elaborates optimization algorithms such as particle swarm optimization, ant colony optimization, whale search algorithm, and cuckoo search algorithm.
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