TY - GEN
T1 - A tabu search algorithm with a probabilistic neighbor selection criterion for capacitated multicommodity network flow problem
AU - Guillermo, Cabrera G.
AU - Carlos, Toledo C.
PY - 2010
Y1 - 2010
N2 - In recent years, network design has been an important issue not only for researchers but also for the industries. This is due to the impact that an efficient distribution network design can have over both costs and the environment. In this article we presented a heuristic solution approach for the multicommodity capacitated network flow (MCNF) problem, which corresponds to a very complex problem within the network design problems. This problem is solved by a Tabu Search (TS) algorithm which obtains improvements in comparison with the used benchmark, especially in small and medium instances. Particularly, this TS algorithm selects the best candidate on the list, through a probabilistic approach based on evolutionary algorithms (TS-PCNS).
AB - In recent years, network design has been an important issue not only for researchers but also for the industries. This is due to the impact that an efficient distribution network design can have over both costs and the environment. In this article we presented a heuristic solution approach for the multicommodity capacitated network flow (MCNF) problem, which corresponds to a very complex problem within the network design problems. This problem is solved by a Tabu Search (TS) algorithm which obtains improvements in comparison with the used benchmark, especially in small and medium instances. Particularly, this TS algorithm selects the best candidate on the list, through a probabilistic approach based on evolutionary algorithms (TS-PCNS).
KW - Multicommodity Network flow problem
KW - Network design
KW - Tabu search
UR - http://www.scopus.com/inward/record.url?scp=79951727962&partnerID=8YFLogxK
U2 - 10.1109/TAAI.2010.93
DO - 10.1109/TAAI.2010.93
M3 - Conference contribution
AN - SCOPUS:79951727962
SN - 9780769542539
T3 - Proceedings - International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2010
SP - 322
EP - 326
BT - Proceedings - International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2010
T2 - 2010 15th Conference on Technologies and Applications of Artificial Intelligence, TAAI 2010
Y2 - 18 November 2010 through 20 November 2010
ER -