26 اردیبهشت 1403
مير محمد عليپور

میر محمد علیپور

مرتبه علمی: استادیار
نشانی: بناب- دانشگاه بناب
تحصیلات: دکترای تخصصی / مهندسی کامپیوتر- هوش مصنوعی
تلفن: 04137745000
دانشکده: دانشکده فنی و مهندسی
گروه: گروه مهندسی کامپیوتر

مشخصات پژوهش

عنوان
A simulated annealing algorithm for the restricted stochastic traveling salesman problem with exponentially distributed arc lengths
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
ravelling salesman problem, discrete time Markov chain, approximation algorithms, simulated annealing.
پژوهشگران محسن عبدالحسین زاده (نفر اول)، میر محمد علیپور (نفر دوم)

چکیده

The considered stochastic travelling salesman problem is defined where the costs are distributed exponentially. The costs are symmetric and they satisfy the triangular inequality. A discrete time Markov chain is established in some periods of time. A stochastic tour is created in a dynamic recursive way and the best node is detected to traverse in each period. Then, a simulated annealing based heuristic method is applied to select the best state. All the nodes should be traversed exactly once. An initial ρ-approximate solution is applied for some benchmark problems and the obtained solutions are improved by a simulated annealing heuristic method.