Hybrid Designing and Simulation of dynamic Suburban Public Transport System by the use of ANFIS and Dijkstras Algorithm

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

RAHMATI MARYAM; RADFAR REZA; TOLOEI ASHLAGHI ABBAS; PILEVARI NAZANIN

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Journal of Transportation Engineering Year:2019 | Volume:10 | Issue:3 (40) Page(s): 701-719

Download Full-Text

Persian Verion

View:

995

Download:

Cites:

Information Journal Paper

Title

Hybrid Designing and Simulation of dynamic Suburban Public Transport System by the use of ANFIS and Dijkstras Algorithm

Author(s)

RAHMATI MARYAM | RADFAR REZA | TOLOEI ASHLAGHI ABBAS | PILEVARI NAZANIN | Issue Writer Certificate

Keywords

suburban TransportQ1

DijkstraQ1

Adaptive Network Based Fuzzy Inference system (ANFIS)Q1

SimulationQ2

Abstract

Today, the important role of transportation in sustainable development programs is undeniable. Many experts believe that the more efficient the transportation is, the more inclusive it is. In contrast, inefficiencies in the transportation system will have serious environmental consequences, such as air pollution and adverse social and economic consequences. In this regard, the purpose of this study was to design and simulate a dynamic suburban public transport system using anfis and Dijckstar's algorithm. The method of this research is from the point of view of purpose, developmental-applied, and from the point of view, analytical-descriptive. Both library and field methods have been used to collect data and research information. In present study, using simulink software and using matlab functions, two Simulation models of the current system and the proposed system of public transportation were designed and implemented for a week. With the goal of more closely related reality simulator, the network-based fuzzy inference system to estimate traffic volume, the c-mean fuzzy clustering algorithm to determine the number of passengers referring to the terminal of each city, and finally the Dijckstar's algorithm for routing Travelers are optimized from origin to destination. In the following, the results of the two Simulation models were compared. According to the results in the proposed system, the amount of passengers used by the bus from the bus increased by 8. 2%, the use of bus capacity increased by 12. 66%, and the total amount of fares paid by passengers decreased by 17510 USD.

Cites

Providing A Model for Assessing Pharmaceutical Industries Supply Chain Sustainability Using Adaptive Neuro-Fuzzy Inference System (ANFIS)

References

No record.

Cite

APA: Copy

RAHMATI, MARYAM, RADFAR, REZA, TOLOEI ASHLAGHI, ABBAS, & PILEVARI, NAZANIN. (2019). Hybrid Designing and Simulation of dynamic Suburban Public Transport System by the use of ANFIS and Dijkstras Algorithm. JOURNAL OF TRANSPORTATION ENGINEERING, 10(3 (40) ), 701-719. SID. https://sid.ir/paper/223914/en

Vancouver: Copy

RAHMATI MARYAM, RADFAR REZA, TOLOEI ASHLAGHI ABBAS, PILEVARI NAZANIN. Hybrid Designing and Simulation of dynamic Suburban Public Transport System by the use of ANFIS and Dijkstras Algorithm. JOURNAL OF TRANSPORTATION ENGINEERING[Internet]. 2019;10(3 (40) ):701-719. Available from: https://sid.ir/paper/223914/en

IEEE: Copy

MARYAM RAHMATI, REZA RADFAR, ABBAS TOLOEI ASHLAGHI, and NAZANIN PILEVARI, “Hybrid Designing and Simulation of dynamic Suburban Public Transport System by the use of ANFIS and Dijkstras Algorithm,” JOURNAL OF TRANSPORTATION ENGINEERING, vol. 10, no. 3 (40) , pp. 701–719, 2019, [Online]. Available: https://sid.ir/paper/223914/en

Related Journal Papers