کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
473997 698829 2008 19 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A new particle swarm optimization for the open shop scheduling problem
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
A new particle swarm optimization for the open shop scheduling problem
چکیده انگلیسی

This paper presents a new particle swarm optimization (PSO) for the open shop scheduling problem. Compared with the original PSO, we modified the particle position representation using priorities, and the particle movement using an insert operator. We also implemented a modified parameterized active schedule generation algorithm (mP-ASG) to decode a particle position into a schedule. In mP-ASG, we can reduce or increase the search area between non-delay schedules and active schedules by controlling the maximum delay time allowed. Furthermore, we hybridized our PSO with beam search. The computational results show that our PSO found many new best solutions of the unsolved problems.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Operations Research - Volume 35, Issue 10, October 2008, Pages 3243–3261
نویسندگان
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