Publication Cover
Transportation Letters
The International Journal of Transportation Research
Volume 13, 2021 - Issue 7
771
Views
10
CrossRef citations to date
0
Altmetric
Article

Evolutionary game analysis and simulation with system dynamics for behavioral strategies of participants in crowd logistics

, , &

References

  • Buldeo Rai, H., S. Verlinde, J. Merckx, and C. Macharis. 2017. “Crowd Logistics: An Opportunity for More Sustainable Urban Freight Transport?” European Transport Research Review 9: 3. doi:10.1007/s12544-017-0256-6.
  • Carbone, V., A. Rouquet, and C. Roussat. 2017. “The Rise of Crowd Logistics: A New Way to Co-Create Logistics Value.” Journal of Business Logistics 38 (4): 238–252. doi:10.1111/jbl.12164.
  • Castillo, V. E., J. E. Bell, W. J. Rose, and A. M. Rodrigues. 2018. “Crowdsourcing Last Mile Delivery: Strategic Implications and Future Research Directions.” Journal of Business Logistics 39 (1): 7–25. doi:10.1111/jbl.12173.
  • Chen, P., and S. M. Chankov. “Crowdsourced Delivery for Last-Mile Distribution: An Agent-Based Modelling and Simulation Approach.” In C Ind Eng EngMan, IEEE: Singapore, 2017; 1271–1275.
  • China Urban Distribution Industry. “Report(2019-2024), Market Prospect and Investment Strategic Planning.” Accessed June 21 2019. https://bg.qianzhan.com/report/detail/4c087923faaf49e9.html
  • Deliv. Accessed December 18 2019. https://www.deliv.co/
  • Fang, Y., X. Manjing, M. Yanfang, and Y. Haiyan. 2016. “Price Optimization for Transportation Service Procurement with Fuzzy Random Shipments: From Shipper’s Perspective.” Transportation Letters the International Journal of Transportation Research 9 (5): 258–275.
  • Fang, Z., L. Huang, and A. Wierman. 2019. “Prices and Subsidies in the Sharing Economy.” Performance Evaluation 136.
  • Frehe, V., J. Mehmann, and F. Teuteberg. 2017. “Understanding and Assessing Crowd Logistics Business Models - Using Everyday People for Last Mile Delivery.” Journal of Business & Industrial Marketing 32 (1): 75–97. doi:10.1108/JBIM-10-2015-0182.
  • Friedman, D. 1991. “Evolutionary Games in Economics.” Econometrica 59 (3): 637–666. doi:10.2307/2938222.
  • Friedman, D. 1998. “On Economic Applications of Evolutionary Game Theory.” Journal of Evolutionary Economics 8 (1): 15–43. doi:10.1007/s001910050054.
  • Guo, J., and J. Wang. 2017. “Research on the Effect Factors of Participation Behavior to the Crowdsourcing Logistics Based on the UTAUT.” Operations Research and Management Science 26 (11): 1–6.
  • Guo, S., P. Zhang, and J. Yang. 2018. “System Dynamics Model Based on Evolutionary Game Theory for Quality Supervision among Construction Stakeholders.” Journal of Civil Engineering and Management 24 (4): 318–330. doi:10.3846/jcem.2018.3068.
  • Hofbauer, J., and K. Sigmund. 2003. “Evolutionary Game Dynamics.” American Mathematical Society 40 (4): 479–519.
  • Huang, J. M., and Q. Liu. 2017. “An Analysis of the Stability of Evolution Game between P2P Platforms and Regulators.” In I C Serv Syst Serv M.
  • Hui, L., N. Yi, Y. Junkai, and L. HongYu. 2018. “Securing Offline Delivery Services by Using Kerberos Authentication.” Ieee Access 6: 40735–40746. doi:10.1109/ACCESS.2018.2856904.
  • HuoLaLa(LaLa Move). Accessed June 29 2019. https://www.huolala.cn/
  • Indeed. Accessed December 18 2019. https://cn.indeed.com
  • Kafle, N., B. Zou, and J. Lin. 2017. “Design and Modeling of a Crowdsource-enabled System for Urban Parcel Relay and Delivery.” Transport Res B-Meth 99: 62–82. doi:10.1016/j.trb.2016.12.022.
  • Kim, D. 2010. “An Application of Evolutionary Game Theory to Platform Competition in Two‐Sided Market.” Journal of the Korean Operations Research and Management Science Society 35 (4): 55–79.
  • Le, T. V., A. Stathopoulos, T. V. Woensel, and S. V. Ukkusuri. 2019. “Supply, Demand, Operations, and Management of Crowd-shipping Services: A Review and Empirical Evidence.” Transport Res C-Emer 2019 (103): 83–103. doi:10.1016/j.trc.2019.03.023.
  • Le, T. V., and S. V. Ukkusuri. 2019. “Modeling the Willingness to Work as Crowd-shippers and Travel Time Tolerance in Emerging Logistics Services.” Travel Behaviour and Society 2019 (15): 123–132. doi:10.1016/j.tbs.2019.02.001.
  • Li, B., D. Krushinsky, H. A. Reijers, and T. V. Woensel. 2014. “The Share-a-Ride Problem: People and Parcels Sharing Taxis.” European Journal of Operational Research 238 (1): 31–40. doi:10.1016/j.ejor.2014.03.003.
  • Liang, X., L. Huang, and J. Jang. 2017. “Research on Antecedent Factors of Solvers’ Continuous Participation in Crowdsourcing Logistics.” Journal of Business Economics 07: 5–15.
  • Liu, Q., X. Li, and M. Hassall. 2015. “Evolutionary Game Analysis and Stability Control Scenarios of Coal Mine Safety Inspection System in China Based on System Dynamics.” Safety Sci 80: 13–22. doi:10.1016/j.ssci.2015.07.005.
  • Liu, Q., X. Li, and X. Meng. 2019. “Effectiveness Research on the Multi-player Evolutionary Game of Coal-mine Safety Regulation in China Based on System Dynamics.” Safety Sci 111: 224–233. doi:10.1016/j.ssci.2018.07.014.
  • McKinnon, A. C. 2016. “Crowd-shipping: Is Crowd-sourced the Secret Recipe for Delivery in the Future.” German Industry and Commerce Ltd/GCC
  • Mehmann, J., V. Frehe, and F. Teuteberg, “Crowd Logistics - a Literature Review and Maturity Model.” Proceeding of the Hamburg International Conference of Logistics, Wolfgang, 2015; 117–145.
  • Miller, J., Y. M. Nie, and A. Stathopoulos. 2017. “Crowdsourced Urban Package Delivery.” Transportation Research Record: Journal of the Transportation Research Board 2610 (1): 67–75. doi:10.3141/2610-08.
  • Mu, J., T. Du, S. Liu, X. Wang, C. Liu, and G. Wang. 2018. “Research on Crowdsourcing Logistics Capacity Scheduling Based on Instant Distribution and Revenue Incentives.” Operations Research and Management Science 27 (5): 58–65.
  • Paloheimo, H., M. Lettenmeier, and H. Waris. 2016. “Transport Reduction by Crowdsourced Deliveries - a Library Case in Finland.” Journal of Cleaner Production 132 (20): 240–251. doi:10.1016/j.jclepro.2015.04.103.
  • Peng, R., and A. Xu. 2016. “Crowdsourced Logistics-Its Development and Potential A Case Study of JD Crowdsourced Logistics in China.” Master theses, university of gothenburg, Gothenburg Swedish
  • Peng, X. 2019. “Study on the Legal Management of Crowdsourcing Logistics in China.” China Business and Market 33 (4): 111–118.
  • Pieter, W., D. Groen, and I. Maselli. The Impact of the Collaborative Economy on the Labour Market. CEPS Special Report. 21, June. 2016.
  • Postmates. Accessed December 18 2019. http://www.postmates.com/
  • Punela, A., and A. Stathopoulos. 2017. “Modeling the Acceptability of Crowdsourced Goods Deliveries: Role of Context and Experience Effects.” Transport Res E-Log 105: 18–38. doi:10.1016/j.tre.2017.06.007.
  • Qiu, H. 2018. “Research on the Influencing Factors of Public Participation Behaviors in Crowdsourcing Logistics Based on TAM Mode.” China Business and Market 32 (4): 110–119.
  • Quanlong, L., L. Xinchun, and H. Maureen. 2015. “Evolutionary Game Analysis and Stability Control Scenarios of Coal Mine Safety Inspection System in China Based on System Dynamics.” Safety Science 80: 13–22.
  • Rai, H. B., S. Verlinde, and C. Macharis. 2018. “Shipping outside the Box. Environmental Impact and Stakeholder Analysis of a Crowd Logistics Platform in Belgium.” Journal of Cleaner Production 202: 806–816. doi:10.1016/j.jclepro.2018.08.210.
  • Roca, C. P., J. A. Cuesta, and A. Sánchez. 2009. “Evolutionary Game Theory: Temporal and Spatial Effects beyond Replicator Dynamics.” Physics of Life Reviews 6 (4): 208–249. doi:10.1016/j.plrev.2009.08.001.
  • Rougès, J.-F., and B. Montreuil, “Crowdsourcing Delivery: New Interconnected Business Models to Reinvent Delivery.” First International Physical Internet Conference, Canada, 2014; 1–19.
  • Schreieck, M., and C. Pflügler. 2016. “A Concept of Crowdsourced Delivery for Small Local Shops.” In Lecture Notes in Informatics, 375–384.
  • Schuster, P., and K. Sigmund. 1983. “Replicator Dynamics.” Journal of Theoretical Biology 100 (3): 533–538. doi:10.1016/0022-5193(83)90445-9.
  • Slabinac, M. 2016. “Innovative Solutions for a Last-Mile Delivery a European Experience.” Bus. Logist. Modern Manage.
  • Song, F., C. B. Cadsby, and Y. Bi. 2015. “Trust, Reciprocity, and Guanxi in China: An Experimental Investigation.” Management and Organization Review 8 (2): 397–421. doi:10.1111/j.1740-8784.2011.00272.x.
  • Sun, A., and M. He. 2017. “Risk Identification and Analysis of Crowdsourcing Logistics Based on Structural Equation Model.” Modernization of Management 37 (6): 105–109.
  • Sun, Q. P., Y. Q. He, Y. J. Wang, and F. Ma. 2019. “Evolutionary Game between Government and Ride-Hailing Platform: Evidence from China.” Discrete Dyn Nat Soc 2019: 1–14. doi:10.1155/2019/9545102.
  • SuYunDaoJia. Accessed June 29 2019. https://suyun.daojia.com/#/
  • Ta, H., T. L. Esper, and A. R. Hofer. 2018. “Designing Crowdsourced Delivery Systems: The Effect of Driver Disclosure and Ethnic Similarity.” J Oper Manag 60: 19–33. doi:10.1016/j.jom.2018.06.001.
  • Taylor, P. D., and L. B. Jonker. 1978. “Evolutionary Stable Strategies and Game Dynamics.” Mathematical Biosciences 40 (1–2): 145–156. doi:10.1016/0025-5564(78)90077-9.
  • Tian, Y., K. Govindan, and Q. Zhu. 2014. “A System Dynamics Model Based on Evolutionary Game Theory for Green Supply Chain Management Diffusion among Chinese Manufacturers.” Journal of Cleaner Production 80: 96–105. doi:10.1016/j.jclepro.2014.05.076.
  • Tu, S. 2015. “Research on the Construction of China’s Tourism Logistics Network Based on Crowdsourcing.” Journal of Jiangxi University of Finance and Economics 04: 42–48.
  • Voruganti, A., A. Unnikrishnan, and T. Waller. 2011. “Modeling Carrier Collaboration in Freight Networks.” Transportation Letters the International Journal of Transportation Research 3 (1): 51–61.
  • Wang, H., L. Cai, and W. Zeng. 2011. “Research on the Evolutionary Game of Environmental Pollution in System Dynamics Model.” Journal of Experimental & Theoretical Artificial Intelligence 23 (1): 39–50. doi:10.1080/0952813X.2010.506300.
  • Wang, W., Z. Sun, and Q. Xu. 2018. “Dynamic Pricing for Crowdsouring Logistics Services with Stochastic Providers.” Chinese Journal of Management 15 (2): 293–300+316.
  • Wang, W., Z. Sun, Q. Xu, and Z. Wang. 2018. “Dynamic Pricing for Crowsourcing Logistics Services with Stochastic Demand and Competitive Providers.” Industrial Engineering and Management 23 (2): 114–121.
  • Wang, X. L., F. He, H. Yang, and H. O. Gao. 2016a. “Pricing Strategies for a Taxi-hailing Platform.” Transport Res E-Log 93: 212–231. doi:10.1016/j.tre.2016.05.011.
  • Wang, Z., C. Chen, B. Guo, Z. Yu, and X. Zhou. 2016b. “Internet Plus in China.” IT Professional 18 (3): 5–8. doi:10.1109/MITP.2016.47.
  • Wei, L., and X. Liqiu. 2017. “An Evolutionary Behavior Forecasting Model for Online Lenders and Borrowers in Peer-to-Peer Lending.” Asia Pac J Oper Res 34: 1.
  • Xu, R., Y. Wang, W. Wang, and Y. Ding. 2018. “Evolutionary Game Analysis for Third-party Governance of Environmental Pollution.” J Amb Intel Hum Comp 10 (8): 3143–3154. doi:10.1007/s12652-018-1034-6.
  • Xue, R. N., and H. Zhao, “Analysis on Credit Construction of the Electronic Commerce Platform by Evolutionary Game.” 2017 3rd International Conference on Information Management (Icim 2017), 2017; pp 72–77.
  • “Li Keqiang Talks about “Internet + Logistics”: It Will Not Only Develop the New Economy but Also Enhance the Traditional Economy.” Accessed June 19 2019a. http://www.gov.cn/xinwen/2016-07/20/content_5093214.htm
  • In the Competition of Crowd logisticts,Who Will Be Next “Didi”?. Accessed May 15 2019b. https://www.iyiou.com/p/100178.html
  • Ye, L., and Y. Yuewu. 2017. “The Use of Freight Apps in Road Freight Transport for CO2 Reduction.” European Transport Research Review 9: 36–49. doi:10.1007/s12544-017-0251-y.
  • Zhang, M. Y., Y. H. Xia, S. Li, W. B. Wu, and S. X. Wang. 2019. “Crowd Logistics Platform’s Informative Support to Logistics Performance: Scale Development and Empirical Examination.” Sustainability-Basel 11: 2.
  • Zhang, S., C. Wang, and C. Yu. 2019. “The Evolutionary Game Analysis and Simulation with System Dynamics of Manufacturer’s Emissions Abatement Behavior under Cap-and-trade Regulation.” Applied Mathematics and Computation 355 (8): 343–355. doi:10.1016/j.amc.2019.02.080.
  • Zhang, X., and Y. Sheng. 2017. “Research on Issues of“Last Mile”Crowdsourcing Delivery of Fresh Food Suppliers under Background of Sharing Economy.” Prices Monthly 10: 66–69.
  • Zheng, Y., and X. Liao. 2019. “Corruption Governance and Its Dynamic Stability Based on a Three-party Evolutionary Game with the Government, the Public, and Public Officials.” Applied Economics 51 (49): 5411–5419. doi:10.1080/00036846.2019.1613508.
  • Zhiyuan, Y., H. Muhammad, L. Lihan, M. M. Tariq, and W. Hong. 2019. “Evaluating the Minor Coarse Cereals Product Crowdfunding Platform through Evolutionary Game Analysis.” Sustainability-Basel 11: 5.
  • Zhou, X., R. Zhao, L. Cheng, and X. Min. 2019. “Impact of Policy Incentives on Electric Vehicles Development: A System Dynamics Based Evolutionary Game Theoretical Analysis.” Clean Technologies and Environmental Policy 21 (5): 1039–1053. doi:10.1007/s10098-019-01691-3.
  • Zuo, Y., X.-G. Zhao, Y.-Z. Zhang, and Y. Zhou. 2019. “From Feed-in Tariff to Renewable Portfolio Standards: An Evolutionary Game Theory Perspective.” Journal of Cleaner Production 213: 1274–1289. doi:10.1016/j.jclepro.2018.12.170.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.