Recommend-to-Match with Random Supply Rejections: Formulation, Approximation, and Analysis

Haoyue Liu, Sheng Liu, Mingyao Qi

Matching demand with supply in crowdsourcing logistics platforms must contend with uncertain worker participation. Motivated by this challenge, we study a two-stage "recommend-to-m…