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Platform Supply Chains 1

Predict-then-optimize Paradigm

Language EnglishEnglish
Book Hardback
Book Platform Supply Chains 1 Yugang Yu
Libristo code: 51541671
Publishers Springer, Berlin, June 2026
This open access book provides a cutting-edge framework for leveraging data-driven predictions to so... Full description
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This open access book provides a cutting-edge framework for leveraging data-driven predictions to solve complex operational problems in platform-based supply chains. It moves beyond traditional models by integrating advanced machine learning with optimization techniques, enabling managers to make smarter, more adaptive decisions in dynamic digital environments.
The approach bridges the gap between predictive analytics and operational decision-making, introducing a structured predict-then-optimize methodology tailored for platform ecosystems. This dual focus allows for more robust and realistic solutions than purely deterministic or intuition-based approaches.
Key features and benefits include:
A unified framework that integrates prediction and optimization models for end-to-end supply chain decision-making;
Real-world case studies and examples that illustrate the application of the methodology in platform contexts;
Practical guidance on implementing predictive and optimization techniques using modern computational tools.

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About the book

Full name Platform Supply Chains 1
Language English
Binding Book - Hardback
Date of issue 2026
Number of pages 160
EAN 9789819599646
Libristo code 51541671
Publishers Springer, Berlin
Dimensions 155 x 235
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