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#1 Investigating Methods of Balancing Inequality and Efficiency in Ride Pooling [PDF] [Copy] [Kimi]

Author: Naveen Raman

Our research focuses on developing matching policies that match drivers and riders for ride-pooling services. We aim to develop policies that balance efficiency and various forms of fairness. We did this through two methods: new matching algorithms that include a fairness term in the objective function, and income redistribution methods based on the Shapley value of a driver. I tested these methods on New York City Taxicab data to evaluate their performance and found that they succeed in reducing certain forms of fairness.