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A grey multi criteria decision making application for analyzing the essential reasons of recurrent lane change

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  • Yakup Çelikbilek

    (Istanbul Aydin University)

  • Sarbast Moslem

    (University College Dublin)

Abstract

One of the most important reasons that endanger traffic safety is recurrent lane change. Lane change risks can be reduced with the identification and categorization of significant factor(s) of recurrent lane change of drivers. Many studies identify the main reason as traffic volume. However, it is not the only reason. The primary aim of this study is evaluation and prioritization of the most related factors that is affecting recurrent lane change based on experts’ responses on the survey. Experts on transportation evaluated the factors of the study to rank the essential reasons of recurrent lane change. The proposed grey analytic hierarchy process technique was used in order to find a compromised solution by minimizing the effects of the subjective judgements of the experts in the joint solutions. Various studies in the literature demonstrate that decreasing the subjectivity of the experts are very important and grey based methods are very effective to achieve this. The proposed model efficiency highlights and ranks the most related factors that are affecting recurrent lane change in order to help authorities in the correct response and resolution.

Suggested Citation

  • Yakup Çelikbilek & Sarbast Moslem, 2023. "A grey multi criteria decision making application for analyzing the essential reasons of recurrent lane change," OPSEARCH, Springer;Operational Research Society of India, vol. 60(2), pages 916-941, June.
    • Handle: RePEc:spr:opsear:v:60:y:2023:i:2:d:10.1007_s12597-023-00640-5
    DOI: 10.1007/s12597-023-00640-5
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    References listed on IDEAS

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    1. Danish Farooq & Sarbast Moslem & Szabolcs Duleba, 2019. "Evaluation of Driver Behavior Criteria for Evolution of Sustainable Traffic Safety," Sustainability, MDPI, vol. 11(11), pages 1-15, June.
    2. Chitresh KUMAR & Anirban GANGULY, 2018. "Travelling Together But Differently: Comparing Variations In Public Transit User Mode Choice Attributes Across New Delhi And New York," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 13(3), pages 54-73, August.
    3. Alptekin Ulutaş & Gabrijela Popovic & Dragisa Stanujkic & Darjan Karabasevic & Edmundas Kazimieras Zavadskas & Zenonas Turskis, 2020. "A New Hybrid MCDM Model for Personnel Selection Based on a Novel Grey PIPRECIA and Grey OCRA Methods," Mathematics, MDPI, vol. 8(10), pages 1-14, October.
    4. Sanjib Biswas & Shuvendu Majumder & Dragan Pamucar & Suman Kumar Dawn, 2021. "An Extended LBWA Framework in Picture Fuzzy Environment Using Actual Score Measures Application in Social Enterprise Systems," International Journal of Enterprise Information Systems (IJEIS), IGI Global, vol. 17(4), pages 37-68, October.
    5. Omid Ghorbanzadeh & Sarbast Moslem & Thomas Blaschke & Szabolcs Duleba, 2018. "Sustainable Urban Transport Planning Considering Different Stakeholder Groups by an Interval-AHP Decision Support Model," Sustainability, MDPI, vol. 11(1), pages 1-18, December.
    6. Shivani Guru & D. K. Mahalik, 2019. "A comparative study on performance measurement of Indian public sector banks using AHP-TOPSIS and AHP-grey relational analysis," OPSEARCH, Springer;Operational Research Society of India, vol. 56(4), pages 1213-1239, December.
    7. de Luca, Stefano, 2014. "Public engagement in strategic transportation planning: An analytic hierarchy process based approach," Transport Policy, Elsevier, vol. 33(C), pages 110-124.
    8. Chowdhury, Subeh & Hadas, Yuval & Gonzalez, Vicente A. & Schot, Bart, 2018. "Public transport users' and policy makers' perceptions of integrated public transport systems," Transport Policy, Elsevier, vol. 61(C), pages 75-83.
    9. Çelikbilek, Yakup & Tüysüz, Fatih, 2016. "An integrated grey based multi-criteria decision making approach for the evaluation of renewable energy sources," Energy, Elsevier, vol. 115(P1), pages 1246-1258.
    10. Danish Farooq & Janos Juhasz, 2019. "Simulation-Based Analysis of the Effect of Significant Traffic Parameters on Lane Changing for Driving Logic “Cautious” on a Freeway," Sustainability, MDPI, vol. 11(21), pages 1-15, October.
    11. Danish Farooq & Sarbast Moslem & Rana Faisal Tufail & Omid Ghorbanzadeh & Szabolcs Duleba & Ahsen Maqsoom & Thomas Blaschke, 2020. "Analyzing the Importance of Driver Behavior Criteria Related to Road Safety for Different Driving Cultures," IJERPH, MDPI, vol. 17(6), pages 1-14, March.
    12. Evans, L., 1996. "The dominant role of driver behavior in traffic safety," American Journal of Public Health, American Public Health Association, vol. 86(6), pages 784-786.
    13. Danish Farooq & Sarbast Moslem, 2022. "Estimating Driver Behavior Measures Related to Traffic Safety by Investigating 2-Dimensional Uncertain Linguistic Data—A Pythagorean Fuzzy Analytic Hierarchy Process Approach," Sustainability, MDPI, vol. 14(3), pages 1-21, February.
    14. Jie Zhang & Baoheng Feng & Yina Wu & Pengpeng Xu & Ruimin Ke & Ni Dong, 2021. "The effect of human mobility and control measures on traffic safety during COVID-19 pandemic," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-9, March.
    15. Amin Mahmoudi & Xiaopeng Deng & Saad Ahmed Javed & Na Zhang, 2021. "Sustainable Supplier Selection in Megaprojects: Grey Ordinal Priority Approach," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 318-339, January.
    16. Ji Ang & David Levinson, 2020. "A Review of Game Theory Models of Lane Changing," Working Papers 2022-01, University of Minnesota: Nexus Research Group.
    17. Snežana Tadić & Mladen Krstić & Violeta Roso & Nikolina Brnjac, 2020. "Dry Port Terminal Location Selection by Applying the Hybrid Grey MCDM Model," Sustainability, MDPI, vol. 12(17), pages 1-22, August.
    18. Maria Cieśla & Aleksander Sobota & Marianna Jacyna, 2020. "Multi-Criteria Decision Making Process in Metropolitan Transport Means Selection Based on the Sharing Mobility Idea," Sustainability, MDPI, vol. 12(17), pages 1-21, September.
    19. Sayan Chakraborty & Akshat Jain & S. P. Sarmah, 2022. "An integrated mathematical model based on grey optimal ranking for supplier selection considering pandemic situation," OPSEARCH, Springer;Operational Research Society of India, vol. 59(4), pages 1613-1648, December.
    20. Maghrabie, Hesham F. & Beauregard, Yvan & Schiffauerova, Andrea, 2019. "Grey-based Multi-Criteria Decision Analysis approach: Addressing uncertainty at complex decision problems," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 366-379.
    21. Kajal Chatterjee & Sheikh Ahmed Hossain & Samarjit Kar, 2018. "Prioritization of project proposals in portfolio management using fuzzy AHP," OPSEARCH, Springer;Operational Research Society of India, vol. 55(2), pages 478-501, June.
    22. Jian Wang & Jian-Xun Ding & Qin Shi & Reinhart D. Kühne, 2016. "Lane-changing behavior and its effect on energy dissipation using full velocity difference model," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 27(02), pages 1-14, February.
    23. Andrea Saltelli, 2002. "Sensitivity Analysis for Importance Assessment," Risk Analysis, John Wiley & Sons, vol. 22(3), pages 579-590, June.
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