Un Algoritmo Genético H´ıbrido Paralelo para Instancias Complejas ...
Un Algoritmo Genético H´ıbrido Paralelo para Instancias Complejas ...
Un Algoritmo Genético H´ıbrido Paralelo para Instancias Complejas ...
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seguir incrementando el tamaño de nuestro grid, y<br />
modificando el algoritmo <strong>para</strong> hacerlo más eficiente.<br />
En este segundo aspecto creemos que debemos centrarnos<br />
en desarrollar nuevos métodos de búsqueda<br />
local más eficientes que el utilizado en este trabajo,<br />
ya que es el paso más costoso computacionalmente<br />
del ciclo reproductor del algoritmo.<br />
Agradecimientos<br />
Este trabajo ha sido subvencionado por MEC y<br />
FEDER bajo el contrato TIN2005-08818-C04-01 (el<br />
proyecto OPLINK: http://oplink.lcc.uma.es).<br />
Referencias<br />
[1] G.B. Dantzing and R.H. Ramster, “The truck dispatching<br />
problem,” Management Science, vol. 6, pp. 80–91,<br />
1959.<br />
[2] J.K. Lenstra and A.H.G. Rinnooy Kan, “Complexity of<br />
vehicle routing and scheduling problems,” Networks, vol.<br />
11, pp. 221–227, 1981.<br />
[3] P. Toth and D. Vigo, The Vehicle Routing Problem,<br />
Monographs on Discrete Mathematics and Applications.<br />
SIAM, Philadelphia, 2001.<br />
[4] B.L. Golden, E.A. Wasil, J.P. Kelly, and I-M. Chao, Fleet<br />
Management and Logistics, chapter The Impact of Metaheuristics<br />
on Solving the Vehicle Routing Problem: algorithms,<br />
problem sets, and computational results, pp.<br />
33–56, Kluwer, Boston, 1998.<br />
[5] J.F. Cordeau, M. Gendreau, A. Hertz, G. Laporte, and<br />
J.S. Sormany, New Heuristics for the Vehicle Routing<br />
Problem, Kluwer Academic Publishers, 2004, to appear.<br />
[6] E. Alba and M. Tomassini, “Parallelism and evolutionary<br />
algorithms,” IEEE Transactions on Evolutionary<br />
Computation, vol. 6, no. 5, pp. 443–462, October 2002.<br />
[7] E. Cantú-Paz, Efficient and Accurate Parallel Genetic<br />
Algorithms, vol. 1 of Book Series on Genetic Algorithms<br />
and Evolutionary Computation, Kluwer Academic Publishers,<br />
2nd edition, 2000.<br />
[8] E. Alba and B. Dorronsoro, Engineering Evolutionary<br />
Intelligent Systems, chapter 13, A Hybrid Cellular Genetic<br />
Algorithm for the Capacitated Vehicle Routing Problem,<br />
Studies in Computational Intelligence. Springer-<br />
Verlag, 2007.<br />
[9] “ProActive official web site,” http://wwwsop.inria.fr/oasis/proactive/.<br />
[10] F. Li, B. Golden, and E. Wasil, “Very large-scale vehicle<br />
routing: New test problems, algorithms, and results,”<br />
Computers & Operations Research, vol. 32, pp. 1165–<br />
1179, 2005.<br />
[11] E. Alba, Análisis y Diseño de <strong>Algoritmo</strong>s <strong>Genético</strong>s <strong>Paralelo</strong>s<br />
Distribuidos, Ph.D. thesis, <strong>Un</strong>iversidad de Málaga,<br />
Málaga, Febrero 1999.<br />
[12] F.B. Pereira, J. Tavares, P. Machado, and E. Costa,<br />
“GVR: a new representation for the vehicle routing problem,”<br />
in 13th Irish Conference Proceedings on Artificial<br />
Intelligence and Cognitive Science (AICS), M. O’Neill<br />
et al., Ed., Ireland, 2002, pp. 95–102, Springer-Verlag.<br />
[13] E. Alba and B. Dorronsoro, “Solving the vehicle routing<br />
problem by using cellular genetic algorithms,” in Evolutionary<br />
Computation in Combinatorial Optimization<br />
– EvoCOP 2004, Jens Gottlieb and Günther R. Raidl,<br />
Eds., Coimbra, Portugal, 5-7 April 2004, vol. 3004 of<br />
LNCS, pp. 11–20, Springer Verlag.<br />
[14] E. Alba and B. Dorronsoro, “Computing nine new bestso-far<br />
solutions for capacitated VRP with a cellular genetic<br />
algorithm,” Information Processing Letters, vol.<br />
98, no. 6, pp. 225–230, June 2006.<br />
[15] N. Christofides, A. Mingozzi, and P. Toth, Combinatorial<br />
Optimization, chapter The Vehicle Routing Problem, pp.<br />
315–338, John Wiley, 1979.<br />
[16] I.H. Osman, “Metastrategy simulated annealing and tabu<br />
search algorithms for the vehicle routing problems,”<br />
Annals of Operations Research, vol. 41, pp. 421–451,<br />
1993.<br />
[17] G.A. Croes, “A method for solving traveling salesman<br />
problems,” Operations Research, vol. 6, pp. 791–812,<br />
1958.