Operations Research by S. Kalavathy
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This book is dedicated to operations research of broad applications, it provides a tool for efficient use of natural resources. Both theory and practice of operations research and its related concepts are covered in the book. The purpose of the book is to consider large and challenging multistage decision problems, which can be solved in principle by dynamic programming and optimal control, but their exact solution is computationally intractable. The goal of this book is to present the main ideas and techniques in the field of continuous smooth and nonsmooth optimization. It repeated insights into ideas that are subsequently dealt with and illustrated in detail. This book captures the state of the art of the interaction between optimization and machine learning in a way that is accessible to people in both fields. Optimization approaches have enjoyed prominence in machine learning.