Scheduling NPD Projects based on a Boosted Particle Swarm Optimization
عنوان مقاله: Scheduling NPD Projects based on a Boosted Particle Swarm Optimization
شناسه ملی مقاله: CBCONF01_0613
منتشر شده در اولین کنفرانس بین المللی دستاوردهای نوین پژوهشی در مهندسی برق و کامپیوتر در سال 1395
شناسه ملی مقاله: CBCONF01_0613
منتشر شده در اولین کنفرانس بین المللی دستاوردهای نوین پژوهشی در مهندسی برق و کامپیوتر در سال 1395
مشخصات نویسندگان مقاله:
Yasaman Mashhadi Hashem Marandi - Department of Computer Science, School of Mathematics, Statistics and Computer Science, College of ScienceUniversity of Tehran, Tehran, Iran
Hedieh Sajedi - Department of Computer Science, School of Mathematics, Statistics and Computer Science, College of ScienceUniversity of Tehran, Tehran, Iran
خلاصه مقاله:
Yasaman Mashhadi Hashem Marandi - Department of Computer Science, School of Mathematics, Statistics and Computer Science, College of ScienceUniversity of Tehran, Tehran, Iran
Hedieh Sajedi - Department of Computer Science, School of Mathematics, Statistics and Computer Science, College of ScienceUniversity of Tehran, Tehran, Iran
For reducing the required development time and offering the new product faster, the efficient scheduling of the New Product Development (NPD) projects is important. Task overlapping is commonly regarded as the most promising strategy to reduce product development times. However, overlapping must be well planned by weighting the gain from the task overlapping against the additional time for rework. The objective of this research is to develop a resource constrained scheduling methodology for NPD projects considering overlapping of task couples. In this paper, a Boosted Particle Swarm Optimization (BPSO) is used to schedule NPD projects that includes overlapping process. In addition, two local search approaches have been developed to provide an optimal scheduling. The results of these approaches are better than the previous approaches.
کلمات کلیدی: Particle swarm optimization; Resource constrained project scheduling;New product development
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/497068/