Smart City Gnosys

Smart city article details

Title	A Multi-Objective Path-Planning Approach For Multi-Scenario Urban Mobility Needs
ID_Doc	2836
Authors	Wang Z.; Zhang M.; Liang S.; Yu S.; Zhang C.; Du S.
Year	2025
Published	Algorithms, 18, 1
DOI	http://dx.doi.org/10.3390/a18010041
Abstract	With the development of smart cities and intelligent transportation systems, path planning in multi-scenario urban mobility has become increasingly complex. Traditional path-planning approaches typically focus on a single optimization objective, limiting their applicability in complex urban traffic systems. This paper proposes a multi-objective vehicle path-planning approach tailored for diverse scenarios, addressing multi-objective optimization challenges within complex road networks. The proposed method simultaneously considers multiple objectives, including total distance, congestion distance, travel time, energy consumption, and safety, and incorporates a dynamic weight-adjustment mechanism. This allows the algorithm to provide optimal route choices across four application scenarios: urban commuting; energy-efficient driving; holiday travel; and nighttime travel. Experimental results indicate that the proposed multi-objective planning algorithm outperforms traditional single-objective algorithms by effectively meeting user demands in various scenarios, offering an efficient solution to multi-objective optimization challenges in diverse environments. © 2025 by the authors.
Author Keywords	multi-objective optimization; path planning; smart transportation; urban travel

Similar Articles

Id	Similarity	Authors	Title	Published
50444	0.913	Xiao M.; Chen L.; Feng H.; Peng Z.; Long Q.	Smart City Public Transportation Route Planning Based On Multi-Objective Optimization: A Review	Archives of Computational Methods in Engineering, 31, 6 (2024)
3033	0.892	Mostafa S.M.; Habashy S.M.; Salem S.A.	A New Framework For Multi-Objective Route Planning In Smart Cities	Lecture Notes on Data Engineering and Communications Technologies, 152 (2023)
53864	0.881	Xiao M.; Chen L.; Feng H.; Peng Z.; Long Q.	Sustainable And Robust Route Planning Scheme For Smart City Public Transport Based On Multi-Objective Optimization: Digital Twin Model	Sustainable Energy Technologies and Assessments, 65 (2024)
8421	0.87	Giovannelli T.; Vicente L.N.	An Integrated Assignment, Routing, And Speed Model For Roadway Mobility And Transportation With Environmental, Efficiency, And Service Goals	Transportation Research Part C: Emerging Technologies, 152 (2023)
8847	0.862	Wang H.; Zeng X.F.	An Optimal Path Planning Method For Urban Smart Transportation Vehicles	Advances in Transportation Studies, 1, Speical issue (2024)
58945	0.858	Tomic J.; Gazivoda N.; Kusljevic M.; Sovilj P.; Sas M.	Travel Route Planning In Smart Cities	2023 IEEE Zooming Innovation in Consumer Technologies Conference, ZINC 2023 (2023)
40938	0.856	Fathollahzadeh P.; Yari A.	Optimizing Urban Traffic Flow In Smart Cities: A Fuzzy Goal Programming Approach	11th International Symposium on Telecommunication: Communication in the Age of Artificial Intelligence, IST 2024 (2024)
39737	0.852	Halim Z.; Khan A.; Sulaiman M.; Anwar S.; Nawaz M.	On Finding Optimum Commuting Path In A Road Network: A Computational Approach For Smart City Traveling	Transactions on Emerging Telecommunications Technologies, 33, 2 (2022)