A MULTI-CRITERIA HEURISTIC ALGORITHM FOR PERSONALIZED

Sinem BOZKURT KESER; Ahmet YAZICI; Serkan GÜNAL

doi:https://doi.org/10.18038/btda.06501

Article Details

A MULTI-CRITERIA HEURISTIC ALGORITHM FOR PERSONALIZED

Authors:

Sinem BOZKURT KESER | Ahmet YAZICI | Serkan GÜNAL

Publisher:

Eskisehir Technical University

Journal:

Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 2016 Vol.17 Issue 2, pp.299-313

Document Type:

Article

Publication Date:

7/2016

Document Language:

Turkish

Document ID (Org No.):

2000417248

pISSN:

2667-4211

DOI:

https://doi.org/10.18038/btda.06501

Abstract:

 


This paper proposes a heuristic function for multi-criteria route planning problems. The Analytical Hierarchy Process (AHP) is used for the multi-criteria aggregation process both for actual and heuristic cost functions. Travel distance, travel time, safety and fuel consumption are considered to be the selected criteria. Additionally, while considering real data sets, road safety and fuel consumption models are developed. The proposed multi-criteria heuristic function is consistent; therefore, the A* algorithm finds optimal routes. The proposed algorithm is tested and compared with existing algorithms in the literature using a real dataset for a specific region in Eskisehir, Turkey.

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Article Details

A MULTI-CRITERIA HEURISTIC ALGORITHM FOR PERSONALIZED

Authors: Sinem BOZKURT KESER | Ahmet YAZICI | Serkan GÜNAL

Publisher: Eskisehir Technical University

Journal: Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 2016 Vol.17 Issue 2, pp.299-313

Document Type: Article

Publication Date: 7/2016

Document Language: Turkish

Document ID (Org No.): 2000417248

pISSN: 2667-4211

DOI: https://doi.org/10.18038/btda.06501

Issues

Authors:

Sinem BOZKURT KESER | Ahmet YAZICI | Serkan GÜNAL

Publisher:

Eskisehir Technical University

Journal:

Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 2016 Vol.17 Issue 2, pp.299-313

Document Type:

Article

Publication Date:

7/2016

Document Language:

Turkish

Document ID (Org No.):

2000417248

pISSN:

2667-4211

DOI:

https://doi.org/10.18038/btda.06501