The Elements of Joint Learning and Optimization in Operations Management
Author | : Xi Chen |
Publisher | : Springer Nature |
Total Pages | : 444 |
Release | : 2022-09-20 |
ISBN-10 | : 9783031019265 |
ISBN-13 | : 3031019261 |
Rating | : 4/5 (261 Downloads) |
Download or read book The Elements of Joint Learning and Optimization in Operations Management written by Xi Chen and published by Springer Nature. This book was released on 2022-09-20 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines recent developments in Operations Management, and focuses on four major application areas: dynamic pricing, assortment optimization, supply chain and inventory management, and healthcare operations. Data-driven optimization in which real-time input of data is being used to simultaneously learn the (true) underlying model of a system and optimize its performance, is becoming increasingly important in the last few years, especially with the rise of Big Data.