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 및 다른 저자

출판사 설명

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.

장르
비즈니스 및 개인 금융
출시일
2026년
7월 22일
언어
EN
영어
길이
159
페이지
출판사
Springer Nature Singapore
판매자
Springer Nature B.V.
크기
21
MB
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