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Computational Optimization: Machine Learning and Fuzzy Systems

Computational Optimization: Machine Learning and Fuzzy Systems

Hardcover

Series: Mathematical Methods in the Digital Age

General ComputersGeneral Mathematics

ISBN10: 3119143766
ISBN13: 9783119143769
Publisher: de Gruyter
Published: Feb 2 2026
Pages: 329
Weight: 1.60
Height: 0.75 Width: 6.69 Depth: 9.61
Language: English

Data science, quantitative analysis, computer optimisation, and machine learning are all explored in this book. Insightful mathematical analysis of ML models is presented in this work. Various fields, including healthcare, banking, and e-commerce, are covered in this book through case studies. To choose features, hyperparameters, and models, the latter shows how optimisation can be implemented. Practical insights on the assessment and improvement of machine learning models in real-world situations, such as e-commerce, healthcare, banking, and agriculture, are included. Professionals in the fields of research, engineering, mathematics, and computer science are the target audience for this book. Through the integration of theoretical principles with practical applications, the usage of computational optimisation techniques in real-time settings is to be enhanced.

Also from

Kaur, Narinder

Also in

General Mathematics