دانلود مقاله ISI انگلیسی شماره 79340
ترجمه فارسی عنوان مقاله

الگوریتم های فوق ابتکاری ترکیبی برای حل مشکل طراحی شبکه

عنوان انگلیسی
Hybrid meta-heuristic algorithms for solving network design problem
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
79340 2007 19 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : European Journal of Operational Research, Volume 182, Issue 2, 16 October 2007, Pages 578–596

ترجمه کلمات کلیدی
حمل و نقل؛ طراحی شبکه؛ سیستم مورچه؛ الگوریتم ترکیبی
کلمات کلیدی انگلیسی
Transportation; Network design; Ant system; Hybrid algorithm

چکیده انگلیسی

Network design problem has been, and is, an important problem in transportation. Following an earlier effort in designing a meta-heuristic search technique by an ant system, this paper attempts to hybridize this concept with other meta-heuristic concepts such as genetic algorithm, simulated annealing, and tabu search. Seven hybrids have been devised and tested on the network of Sioux Falls. It has been observed that the hybrids are more effective to solve the network design problem than the base ant system. Application of the hybrid containing all four concepts on a real network of a city with over 2 million population has also proved to be more effective than the base network, in the sense of finding better solutions sooner.