The Elements of Joint Learning and Optimization in Operations Management
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Beschreibung
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.
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.
Presents a novel use of real-time learning and optimization Focuses on pricing, assortment optimization, supply chain and inventory management, and healthcare operations Offers contributions from experts in academia and industry
Autor*in
Xi Chen
Themen in »The Elements of Joint Learning and Optimization in Operations Management«
Data-driven optimization Big Data dynamic pricing assortment optimization supply chain inventory management healthcare operations