Platform Supply Chains 1 Platform Supply Chains 1
Platform Supply Chains in the AI Era

Platform Supply Chains 1

Predict-then-optimize Paradigm

Yugang Yu und andere

Beschreibung des Verlags

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.

GENRE
Business und Finanzen
ERSCHIENEN
2026
22. Juli
SPRACHE
EN
Englisch
UMFANG
159
Seiten
VERLAG
Springer Nature Singapore
ANBIETERINFO
Springer Science & Business Media LLC
GRÖSSE
21
 MB
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