Xin Zhang

Dr. Xin Zhang


Research Focus & Metrics

Academic Career Length

3Years (2024-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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11 October 2024 in Applied Sciences
Verified
Journal Article
Open access
PDF file
LBLishuang Bian
Lishuang Bian
QHQizhou Hu
Qizhou Hu
XZXin Zhang
Xin Zhang
XWXiaoyu Wu
Xiaoyu Wu
MTMinjia Tan
Minjia Tan
With the rise of the sharing economy, shared bicycles have become an important component of urban transportation. This paper explores the nonlinear dual oligopoly system for the Cournot model in the bike-sharing market; both operators have maximized profits as their competitive goals. The analysis of pivotal factors influencing passenger preferences, including pricing discounts and comfort levels, is meticulously depicted by a bifurcation diagram. A new chaotic attractor—the shared bicycle attractor—is discovered. The research results indicate that larger discounts and adjustment speeds can cause the system to be in a chaotic state, which is not conducive to the long-term development of operators, although discounts can indeed attract more passengers to a certain extent. On the other hand, the increase in the marginal cost of comfort loss can also make it difficult for enterprises to operate, which requires continuous technological innovation to improve the comfort of cycling.

14 July 2026 in Information Sciences
Verified
Journal Article
Closed access
XZXin Zhang
Xin Zhang
QHQizhou Hu
Qizhou Hu

16 May 2025 in Symmetry
Verified
Journal Article
Open access
PDF file
LBLishuang Bian
Lishuang Bian
QHQizhou Hu
Qizhou Hu
XWXiaoyu Wu
Xiaoyu Wu
XZXin Zhang
Xin Zhang
MTMinjia Tan
Minjia Tan
This paper investigates the competition between two types of bike-sharing services, particularly at bus stops, subway stations, and residential areas. Two types of shared bicycle travel choice models are constructed. A shared bicycle operator attracts users by implementing discount incentives, and the comfort levels of riding the two types of shared bicycles are different. The equilibrium fares, potential user demand, and operator profits under joint profit maximization, price competition, and potential user demand competition scenarios are derived, and the competitive results under the three scenarios are compared. The results show that, in the potential user demand competition, the difference in potential demand between the two operators is largest; in the joint profit maximization scenario involving shared bicycle operators, the difference in potential user demand is smallest. In all competitive scenarios, higher operating costs and costs in lowering comfort loss for the shared bicycle operators will increase fares; the substitution level between the two types of shared bicycles has a positive impact on potential user demand, and the higher the substitution level, the better the effect of discounts in attracting users.