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Title
Innovative supply chain management via digitalization and artificial intelligence / Kumaresan P., Chiranji Lal Chowdhary, Logan Chella, editors.
ISBN
9789811902406 (electronic bk.)
9811902402 (electronic bk.)
9789811902390
9811902399
Published
Singapore : Springer, [2022]
Copyright
©2022
Language
English
Description
1 online resource : illustrations (chiefly color).
Item Number
10.1007/978-981-19-0240-6 doi
Call Number
HD38.5 .I45 2022
Dewey Decimal Classification
658.70285/63
Summary
This book focuses on the impact of artificial intelligence (AI) and machine learning (ML) models on supply chain operations in industry 4.0. The chapters illustrate the AI and ML models for all functional areas of operations in SCM. The book also includes examples using ML models like handling supply-to-demand imbalances, triggering automated responses, and reinforcing customer relationships. It describes the evolution of blockchain technology coupled with the ability to automate business logic for the transparency of goods, infrastructure, products, and licenses in software. The book also includes case studies that provide a problem statement and industry overcome by applying ML and AI technologies. This book is suitable for undergraduates, postgraduates, industrial professionals, business executives, entrepreneurs, and freelancers to encourage practical learning on AI and ML algorithms in SCM 4.0. Additionally, this book will provide computer science and information system professionals with the latest technologies embedded in the corporate world.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed April 12, 2022).
Series
Studies in systems, decision and control ; v. 424. 2198-4190
Supply Chain Management 4.0
AI applications in Procurement and demand forecasting
Smart SCM Operations: Production, Planning, Scheduling and Control
How to build an Automated and Logistics Systems: An IoT Approach
Automated Process and Information Management
Driving AI Models in Cloud SCM
Blockchain Digital Transformation
Sustainable Supply Chain Strategy
Supply Chain Risks beyond 2020
Virtual Supply Chain management
Digital Tourism Supply Chains Management
SMART Food Supply Chain System
Supply Chain revolution for Agri 4.0
Role of Analytics in Supply Chain.