DocumentCode
1269282
Title
Route finding by using knowledge about the road network
Author
Liu, Bing
Author_Institution
Dept. of Inf. Syst. & Comput. Sci., Nat. Univ. of Singapore, Singapore
Volume
27
Issue
4
fYear
1997
fDate
7/1/1997 12:00:00 AM
Firstpage
436
Lastpage
448
Abstract
Traveling is a part of every person´s day-to-day life. With the massive and complicated road network of a modern city or country, finding a good route to travel from one place to another is not a simple task. In network theory, this is the shortest path problem. Shortest-path algorithms are often used to solve this problem. However, these algorithms are wasteful in terms of computation when applied to the route-finding task. They may also produce routes that are not suitable for human users. In practice, knowledge about the road network can often be used to reduce the time and space required in computation, and to produce human-oriented solutions. In this project, we have integrated knowledge-based technique and algorithmic method to solve the problem. This integrated approach substantially reduces the computation time and space required for route finding. Within the approach we present three alternative designs, which may be suitable for different situations
Keywords
graph theory; knowledge based systems; minimisation; traffic information systems; computation space; computation time; human-oriented solutions; integrated knowledge-based technique; road network knowledge; route finding; shortest path problem; Artificial intelligence; Cities and towns; Computer networks; Humans; Navigation; Roads; Shortest path problem; Space exploration; Transportation; Vehicles;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
Publisher
ieee
ISSN
1083-4427
Type
jour
DOI
10.1109/3468.594911
Filename
594911
Link To Document