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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Enza Messina

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Open access Sep 2026

Hybrid Optimization Framework for Closed-Loop Supply Chains: Embedding Neural Networks in Two-Stage Stochastic Programming

This paper develops an integrated surrogate model for optimizing a sustainable Closed-Loop Supply Chain (CLSC) in an Additive Manufacturing (AM) context. The model combines a neural network with Two-Stage Stochastic Programming (2SP) to handle demand uncertainty. This model significantly improves strategic and operat...

Iman Seyedi, Enza Messina · 0 citations

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