A novel fuzzy system-based genetic algorithm for trajectory segment generation in urban global positioning system

The proposed FGA offers an effective and adaptive solution for trajectory segment generation in urban GPS system. Future work will explore enhancing its scalability, robustness to noise, and rule generalization across diverse datasets.

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Publication Details

Journal
Journal of Advanced Research
Published
2025-06-06
DOI
https://doi.org/10.1016/j.jare.2025.06.007
Citations
20
Primary Topic
Human Mobility and Location-Based Analysis
Type
article
Field-Weighted Citation Impact
43.53
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article

A novel fuzzy system-based genetic algorithm for trajectory segment generation in urban global positioning system

Hongjiang Ma, Worawit Tepsan, Xiangbing Zhou, Xiaojuan Ran et al.
20 citations
Journal of Advanced Research
Human Mobility and Location-Based Analysis
43.53
article

A novel fuzzy system-based genetic algorithm for trajectory segment generation in urban global positioning system

Hongjiang Ma, Worawit Tepsan, Xiangbing Zhou, Xiaojuan Ran, Naret Suyaroj, Wu Deng, Lei Mu
article en
20 citations

Abstract

The proposed FGA offers an effective and adaptive solution for trajectory segment generation in urban GPS system. Future work will explore enhancing its scalability, robustness to noise, and rule generalization across diverse datasets.

Journal of Advanced ResearchVol. 81
University of Electronic Science and Technology of China (CN), Civil Aviation University of China (CN), Sichuan Tourism University (CN), Chengdu University (CN), Yibin University (CN), Chiang Mai University (TH)
Sustainable cities and communities
Openalex Percentile: Top 0%
Human Mobility and Location-Based Analysis
43.53
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A novel fuzzy system-based genetic algorithm for trajectory segment generation in urban global positioning system — Hongjiang Ma, Worawit Tepsan, et al. · Journal of Advanced Research (2025) | TGRS Research Map | TGRS