Browse > Article
http://dx.doi.org/10.21289/KSIC.2021.24.6.891

Development of Destination Optimal Path Search Method Using Multi-Criteria Decision Making Method and Modified A-STAR Algorithm  

Choi, Mi-Hyeong (KST Inc)
Seo, Min-Ho (KST Inc)
Woo, Je-Seung (KST Inc)
Hong, Sun-Gi (KST Inc)
Publication Information
Journal of the Korean Society of Industry Convergence / v.24, no.6_2, 2021 , pp. 891-897 More about this Journal
Abstract
In this paper, we propose a destination optimal route algorithm for providing route finding service for the transportation handicapped by using the multi-criteria decision-making technique and the modified A-STAR optimal route search algorithm. This is a method to set the route to the destination centering on safety by replacing the distance cost of the existing A-STAR optimal route search algorithm with the safety cost calculated through AHP/TOPSIS analysis. To this end, 10 factors such as road damage, curb, and road hole were first classified as poor road factors that hinder road driving, and then pairwise comparison of AHP was analyzed and then defined as the weight of TOPSIS. Afterwards, the degree of driving safety was quantified for a certain road section in Busan through TOPSIS analysis, and the development of an optimal route search algorithm for the transportation handicapped that replaces the distance cost with safety in the finally modified A-STAR optimal route algorithm was completed.
Keywords
TOPSIS Algorithm; AHP Analysis; A-STAR Algorithm; The Transportation Handicapped; Safety Cost;
Citations & Related Records
연도 인용수 순위
  • Reference
1 서민호, "공간정보와 다기준의사결정 기법을 이용한 인공함양 적지선정에 관한 연구", 박사학위논문, 동아대학교 대학원, 2017
2 서우진, "A* 알고리즘의 하드웨어 구조 설계", 석사학위논문, 경북대학교 대학원, 2010
3 안창환, "공간정보 유형별 수문지형인자 자동산정기법 개발", 박사학위논문, 경남대학교, 2012
4 조홍규, "다기준의사결정 방법론을 활용한 건축물의 지속가능성 평가모형 개발에 관한 연구", 박사학위논문, 경기대학교, 2013
5 T. H. Cormen, C. E. L eiserson, R. L. Rivest and C. Stein, "Introduction to Algorithms", 2rd ed., The MIT Press, pp. 580-619, (2001).