Deep Learning Models for Route Planning in Road Networks

Deep Learning Models for Route Planning in Road Networks

Traditional shortest path algorithms can efficiently find the optimal paths in graphs using simple heuristics. However, formulating a simple heuristic is challenging under the road network setting since there are multiple factors to consider, such as road segment length, edge centrality, and speed l...

Full description

Bibliographic Details
Main Author: Zhou, Tianyu
Format: Others
Language:English
Published: KTH, Skolan för elektroteknik och datavetenskap (EECS) 2018
Subjects:
Route Planning
Pathfinding
Shortest Path Algorithms
Road Networks
Deep Learning
Neural Networks.
Ruttplanering
Sökning
Algoritmer för att finna kortaste väg
Vägnät
Djupinlärning
Neuronnätverk.
Computer and Information Sciences
Data- och informationsvetenskap
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-235216

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-235216

Similar Items