Title :
Path search techniques for transportation networks with time-dependent, stochastic arc costs
Author :
Miller, Elise D. ; Mahmassani, Hani S. ; Ziliaskopoulos, Athanasios
Author_Institution :
Dept. of Civil Eng., Texas Univ., Austin, TX, USA
Abstract :
In this paper we propose a technique for determining the set of pareto optimal paths and associated probability distributions, as well as the minimum path length distribution for all nodes to a given destination for a directed, cyclic or acyclic network where the arc lengths are given by independent, discrete random variables, whose distributions vary with time and are known. We suggest several approaches for selecting one path from the set of pareto optimal paths determined by the algorithm and discuss some heuristic procedures for further eliminating some paths from consideration
Keywords :
costing; operations research; optimisation; probability; road traffic; search problems; traffic control; transportation; acyclic network; cyclic network; discrete random variables; heuristics; minimum path length distribution; pareto optimal paths; probability distributions; road traffic; stochastic arc costs; transportation networks; Civil engineering; Cost function; Intelligent vehicles; Probability distribution; Random variables; Real time systems; Road transportation; Routing; Stochastic processes; Transportation; US Department of Transportation;
Conference_Titel :
Systems, Man, and Cybernetics, 1994. Humans, Information and Technology., 1994 IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-2129-4
DOI :
10.1109/ICSMC.1994.400096