Publication detail

ACO in Task of Canadian Traveller Problem

MATOUŠEK, R. ŠOUSTEK, P. DVOŘÁK, J. BEDNÁŘ, J.

Czech title

ACO algoritmus v úloze CTP

English title

ACO in Task of Canadian Traveller Problem

Type

conference paper

Language

en

Original abstract

The paper presents so called Canadian Traveller Problem (CTP), which is a generalized optimization problem of finding the shortest path to graph. This problem models very well the real situation of transportation from start to goal using probabilistic constrains of graph edges. In the paper is presented genuine soft computing approach of solving it using it ACO class of algorithms. These solutions are compared with exact deterministic way based on Dijkstra algorithm.

Czech abstract

Článek prezentuje problém tzv. Kanadského cestujícího (CTP), což je zobecněný optimalizační problém nalezení nejkratší cesty v grafu. Tento problém velmi dobře modeluje reálnou situaci přepravy z místa start do místa cíl a to za pomocí pravděpodobnostních omezení na hranách grafu. V článku je prezentován původní soft computing přístup řešení založeny na třídě ACO algoritmů. Tato řešení jsou porovnána s exaktním deterministickým přístupem založeným na Dijkstra algoritmu.

English abstract

The paper presents so called Canadian Traveller Problem (CTP), which is a generalized optimization problem of finding the shortest path to graph. This problem models very well the real situation of transportation from start to goal using probabilistic constrains of graph edges. In the paper is presented genuine soft computing approach of solving it using it ACO class of algorithms. These solutions are compared with exact deterministic way based on Dijkstra algorithm.

Keywords in Czech

Optimalizace, teorie grafů, CTP, problém kanadského cestujícího, Dijkstra, ACO, hejnová optimalizace

Keywords in English

Optimization, Graph Theory, CTP, Canadian Traveller Problem, Dijkstra, ACO, Swarm optimization

RIV year

2012

Released

27.06.2012

Publisher

VUT

Location

Brno

ISBN

978-80-214-4540-6

ISSN

1803-3814

Book

18th International Conference of Soft Computing, MENDEL 2012 (id 19255)

Volume

2012

Number

1

Edition number

1

Pages from–to

600–603

Pages count

4

BIBTEX


@inproceedings{BUT93362,
  author="Radomil {Matoušek} and Petr {Šoustek} and Jiří {Dvořák} and Josef {Bednář},
  title="ACO in Task of Canadian Traveller Problem",
  booktitle="18th International Conference of Soft Computing, MENDEL 2012 (id 19255)",
  year="2012",
  volume="2012",
  number="1",
  month="June",
  pages="600--603",
  publisher="VUT",
  address="Brno",
  isbn="978-80-214-4540-6",
  issn="1803-3814"
}