Advanced Algorithms for Surge Pricing Optimization in Multi-City Ride-Sharing Networks

Authors

  • Abhijeet Bajaj Scholar, Columbia University, Aurangabad, Maharashtra, India - 431001,
  • Dr Satendra Pal Singh Ex-Dean, Gurukul Kangri University, Haridwar, Uttarakhand ,
  • Murali Mohana Krishna Dandu Scholar, Texas Tech University, San Jose, CA 95134,
  • Raja Kumar Kolli Scholar, Wright State University, CO, 80104, USA,
  • Om Goel Independent Researcher, Abes Engineering College Ghaziabad,
  • Prof.(Dr) Punit Goel Research Supervisor , Maharaja Agrasen Himalayan Garhwal University, Uttarakhand,

DOI:

https://doi.org/10.36676/dira.v12.i3.137

Keywords:

Surge pricings, ride-sharing networks, multi-city optimization, machine learning algorithms, demand-supply dynamics

Abstract

In the rapidly evolving landscape of ride-sharing services, surge pricing has emerged as a crucial mechanism for managing demand and supply dynamics, particularly in multi-city networks. This study explores advanced algorithms designed to optimize surge pricing strategies in these complex environments. By leveraging machine learning techniques and real-time data analytics, the proposed algorithms enhance pricing efficiency while ensuring fairness and customer satisfaction. The research incorporates a multi-agent system approach, facilitating coordinated pricing decisions across different cities to minimize price discrepancies and improve service availability. Simulations demonstrate the effectiveness of the algorithms in maximizing revenue while mitigating negative customer experiences associated with high surge rates. This work contributes to the existing literature on ride-sharing economics by providing a comprehensive framework for implementing advanced surge pricing algorithms, ultimately aiming to enhance operational efficiency and user satisfaction in multi-city ride-sharing networks.

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Published

2024-09-30
CITATION
DOI: 10.36676/dira.v12.i3.137
Published: 2024-09-30

How to Cite

Abhijeet Bajaj, Dr Satendra Pal Singh, Murali Mohana Krishna Dandu, Raja Kumar Kolli, Om Goel, & Prof.(Dr) Punit Goel. (2024). Advanced Algorithms for Surge Pricing Optimization in Multi-City Ride-Sharing Networks. Darpan International Research Analysis, 12(3), 948–977. https://doi.org/10.36676/dira.v12.i3.137

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