Traveler-Centric Pricing and Trip Recommendation for Integrated Shared Urban Mobility: A Bilevel Optimization Framework

Key Points

• The proposed framework optimizes pricing strategy and trip recommendations for integrated shared urban mobility, improving user experience.
• Key evidence reports enhanced user satisfaction scores of 20% when applying the new pricing strategy and trip recommendations.
• Analysis using a bilevel optimization framework demonstrates its effectiveness in addressing complex urban mobility challenges with varied user demands.
• This approach highlights the importance of traveler-centric solutions in promoting efficient urban transport systems and reducing congestion.