Modelling and comparing two modes of sharing parking spots at residential area: Real-time and fixed-time allocation

[摘要] This research aims to improve the utilization efficiency of parking facilities in residential areas. The real-time and fixed-time shared parking spot allocation models based on a time window constraint are proposed, respectively. The real-time model adopts the dynamic response service mechanism, introducing a multi-objective decision weighting method to construct the weighted evaluation function. Then, the 0-1 planning model with user optimization is established, utilizing branch-bound algorithm for a solution. The fixed-time model adopts the periodic service mechanism, where a rejection penalty factor is introduced to add penalty cost. Then, the 0-1 programming model with system optimization is constructed, where genetic annealing algorithm solves the large-scale calculation problem. The results from this case study illustrate the fixed-time allocation mode has more balanced utilization of parking facilities, whereas over-utilization of preferred parking lots occurs in the real-time model; additionally, when supply and demand are in balance, the fixed-time model can obtain higher system revenues, reduce effective rejection rate by 9.43%, and increase resource utilization efficiency by 5.28%. In conclusion, the real-time allocation mode reflects the advantage of a user's optimal allocation mode when supply is greater than demand; conversely, the fixed-time allocation mode has the advantage of optimum system resources utilization efficiency.

[效力级别]  Early Access

[关键词] SPACE RESERVATION