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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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Jia-Ling Zhao

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Open access 2026

A guided-ejection memetic algorithm for the three-objective VRPTW: Fleet, distance and workload balance

The vehicle routing problem with time windows (VRPTW) underpins distribution and field-service operations, yet most multi-objective treatments optimise only fleet size and travelled distance, and rely on generic evolutionary operators that struggle to move the discrete, rugged fleet-size axis. We study a three-objectiv...

Zhi-Jun Pan, Jia-Ling Zhao, W. Bai et al. · 0 citations

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