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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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Ming He

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Open access Aug 2026

Green Vehicle Routing Model and Optimization Algorithm with Soft Time Window and Dynamic Demand

This study investigates the dynamic-demand green vehicle routing problem with soft time windows (DDGVRPSTW). A two-stage optimization model is developed to minimize total distribution cost, including vehicle operating cost, fixed dispatch cost, fuel consumption cost, carbon emission cost, and time window penalty cost....

Ming He, Kai-Jun Zhou, Qian Wang et al. · 0 citations

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