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This study extends a dial-a-ride problem by considering (1) <italic>Express-Pool</italic> and (2) <italic>Friend-Only</italic>. Uber provides an advanced feature called <italic>Express-Pool</italic> where passengers are willing to walk a short distance to be picked up and be dropped off somewhere close to destination in exchange for a reduced fare. Tesla&#x2019;s 2020 Robotaxi plan includes that vehicle owners will be able to determine if their vehicles can be shared with friends and co-workers only. For this evolving transportation problem, the contributions of this paper are threefold. First, we define DARP with <italic>Express-Pool</italic> and <italic>Friend-Only</italic>. Second, a novel constraint programming approach is proposed. Third, a two-phase approach based on warm-start method is devised to improve the performance of the base model.

Dial-a-Ride Problem With Meeting Point Feature Known-as Express-Pool