An Ant Colony Optimization Approach to the Probabilistic Traveling Salesman Problem (2002) [11 citations — 6 self]
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by
Leonora Bianchi
,
Luca Maria Gambardella
,
Marco Dorigo
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Abstract:
The Probabilistic Traveling Salesman Problem (PTSP) is a TSP problem where each customer has a given probability of requiring a visit. The goal is to find an a priori tour of minimal expected length over all customers, with the strategy of visiting a random subset of customers in the same order as they appear in the a priori tour.
Citations
| 530 | A.: Ant System: Optimization by a colony of cooperating agents – Dorigo, Maniezzo, et al. - 1996 |
| 377 | Ant colony system: A cooperative learning approach to the traveling salesman problem – Dorigo, Gambardella - 1997 |
| 219 | Ant algorithms for discrete optimization – Dorigo, Caro, et al. - 1999 |
| 44 | Solving symmetric and asymmetric TSPs by ant colonies – Gambardella, Dorigo - 1996 |
| 27 | Probabilistic Traveling Salesman Problems – Jaillet - 1985 |
| 22 | Probabilistic Combinatorial Optimization Problems – Bertsimas - 1988 |
| 19 | A priori optimization – Bertsimas, Jaillet, et al. - 1990 |
| 10 | Further results on the probabilistic traveling salesman problem – Bertsimas, Howell - 1993 |
| 4 | Probabilistic Vehicle Routing Problems – Jézéquel - 1985 |
| 4 | An exact solution for the a priori optimization of the probabilistic traveling salesman problem – Laporte, Louveaux, et al. - 1994 |

