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The Elements of Joint Learning and Optimization in Operations Management

Exploring Joint Learning and Optimization Strategies in Operations

Xi Chen editor Cong Shi editor Stefanus Jasin editor

Format:Hardback

Publisher:Springer International Publishing AG

Published:21st Sep '22

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The Elements of Joint Learning and Optimization in Operations Management cover

This insightful book covers advancements in Operations Management, focusing on dynamic pricing, supply chain management, and the impact of Big Data on optimization strategies.

This book explores the latest advancements in Operations Management, concentrating on four key application areas: dynamic pricing, assortment optimization, supply chain and inventory management, and healthcare operations. Each of these domains presents unique challenges and opportunities that are crucial for improving efficiency and effectiveness in various industries. By delving into these areas, the book provides a comprehensive understanding of how Operations Management can be enhanced through innovative strategies and techniques.

Moreover, the book emphasizes the significance of data-driven optimization, where real-time data input is utilized to not only learn the true underlying model of a system but also to optimize its performance. This approach has gained traction in recent years, particularly with the emergence of Big Data, which has transformed how organizations make decisions and strategize their operations. The integration of advanced analytics into Operations Management is crucial for staying competitive in today's fast-paced business environment.

The Elements of Joint Learning and Optimization in Operations Management serves as a valuable resource for both practitioners and academics. It offers insights into how joint learning and optimization can be effectively applied across various sectors, ultimately leading to improved operational outcomes. By bridging theory and practice, this book aims to equip readers with the knowledge and tools necessary to navigate the complexities of modern Operations Management.

ISBN: 9783031019258

Dimensions: unknown

Weight: unknown

444 pages

1st ed. 2022