Advances on Mathematical Modeling and Optimization with Its Applications

“Advances on Mathematical Modeling and Optimization with Its Applications” by Gunjan Mukherjee is a comprehensive exploration of machine learning models and their optimization within the realm of mathematical modeling. Published by Taylor & Francis Limited in March 2024, this edition spans 262 pages and is presented in English. The book delves into critical topics such as linear integer programming, network design problems, and various optimization techniques, providing a structured approach to understanding these complex subjects.

Readers will find a detailed discussion on constrained and unconstrained optimization, as well as gradient-based nonlinear optimization. The content is designed to cater to those interested in the intersections of computers, artificial intelligence, and mathematics, making it a valuable resource for students and professionals alike. This edition not only presents theoretical frameworks but also emphasizes practical applications, ensuring a well-rounded understanding of the material.