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Paper · arXiv

Sequential Service Region Design with Capacity-Constrained Investment and Spillover Effect

Service region design determines the geographic coverage of service networks, shaping long-term operational performance. Capital and operational constraints preclude simultaneous large-scale deployment, requiring expansion to proceed sequentially. The resulting challenge is to determine when and where to invest under demand uncertainty, balancing intertemporal trade-offs between early and delayed investment and accounting for network effects whereby each deployment reshapes future demand through inter-regional connectivity. This study addresses a sequential service region design (SSRD) problem incorporating two practical yet underexplored factors: a $k$-region constraint that limits the n...

AuthorsTingting Chen, Feng Chu, Jiantong Zhang
Primary categorycs.LG
Published9 March 2026
Last updated at source9 March 2026
cs.LG
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