Optimization with LINGO-18
Problems and Applications
- Available for pre-order. Item will ship after October 14, 2021
This book presents fundamental concepts of optimization problems and its real-world applications in various fields. The core concepts of optimization, formulations and solution procedures of various real-world problems are provided in an easy-to-read manner. The unique feature of this book is that it presents unified knowledge of the modelling of real-world decision-making problems and provides the solution procedure using the appropriate optimization techniques.
The book will help students, researchers, and faculty members to understand the need for optimization techniques for obtaining optimal solution for the decision-making problems. It provides a sound knowledge of modelling of real-world problems using optimization techniques. It is a valuable compendium of several optimization techniques for solving real-world application problems using optimization software LINGO. The book is useful for academicians, practitioners, students and researchers in the field of OR. It is written in simple language with a detailed explanation of the core concepts of optimization techniques. Readers of this book will understand the formulation of real-world problems and their solution procedures obtained using the appropriate optimization techniques.
Table of Contents
Preface. SECTION I: ESSENTIAL MATHEMATICS AND SOFTWARE. Basic Calculus. Matrix and Determinant Algebra. LINGO-18: Optimization Software. SECTION II: OPTIMIZATION. Introduction to Optimization. Linear Optimization Problems. Non-Linear Optimization Problems. Optimization under Uncertainty. Multi-Objective Optimization. Applications of Optimization. References.
Neha Gupta is an Assistant Professor at Amity School of Business, Amity University Uttar Pradesh, Noida, India. She did her PhD (Operations Research) from the Department of Statistics & Operations Research, Aligarh Muslim University, Aligarh, India. She is a Gold Medalist in M.Sc. (Operations Research). Her broad research areas include Optimization Modelling, Decision Science, and Operations Research. She is a life-time member of the Operational Research Society of India (ORSI). She has published more than 25 research papers in journals of national and international repute. She is the Editor of International Journal of Mathematics and Systems Science, International Journal of Data Mining, Modelling and Management, Inderscience Publications, and reviewer of many journals of international repute. She has recently authored a book entitled "Mathematical Programming: Techniques & Applications" and editing two books to be published by CRC Press, Taylor & Francis and Springer Nature.
Irfan Ali is currently working as an Assistant Professor at the Department of Statistics and Operations Research, Aligarh Muslim University. He obtained B.Sc., M.Sc., M.Phil., and PhD in Statistics from the Aligarh Muslim University. Dr. Ali is a recipient of a Post Graduate Merit Scholarship award during M.Sc. (Statistics) 2008 and UGC-BSR Scholarship awarded during the PhD (Statistics) programs in 2013. He does researches in Applied Statistics and Optimization. He has completed a research project ’UGC- Start-Up Grant Project, UGC New Delhi, INDIA. He has published more than 75 research papers in reputed journals and serves as a reviewer for several journals. He is currently editing two books to be published by Taylor & Francis and Springer Nature. He is a life-time member of various professional society: Operational Research Society of India, Indian Society for Probability and Statistics, Indian Mathematical Society and The Indian Science Congress Association. He is the associate editor of Aligarh Journal of Statistics (AJS).