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Optimization Algorithms in Machine Learning - Debashish Das, Ali Safaa Sadiq & Seyedali Mirjalili

By Debashish Das, Ali Safaa Sadiq & Seyedali Mirjalili

Release Date: 2025-05-20

Genre: Computers & Internet

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This book explores the development of several new learning algorithms that utilize recent optimization techniques and meta-heuristics. It addresses well-known models such as particle swarm optimization, genetic algorithm, ant colony optimization, evolutionary strategy, population-based incremental learning, and grey wolf optimizer for training neural networks. Additionally, the book examines the challenges associated with these processes in detail. This volume will serve as a valuable reference for individuals in both academia and industry. 

Optimization Algorithms in Machine Learning - Debashish Das, Ali Safaa Sadiq & Seyedali Mirjalili

By Debashish Das, Ali Safaa Sadiq & Seyedali Mirjalili

Release Date: 2025-05-20

Genre: Computers & Internet

(0 ratings)
Read Download
This book explores the development of several new learning algorithms that utilize recent optimization techniques and meta-heuristics. It addresses well-known models such as particle swarm optimization, genetic algorithm, ant colony optimization, evolutionary strategy, population-based incremental learning, and grey wolf optimizer for training neural networks. Additionally, the book examines the challenges associated with these processes in detail. This volume will serve as a valuable reference for individuals in both academia and industry. 

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