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ژورنال A particle swarm optimization based hyper-heuristic algorithm for the classic resource constrained project scheduling problem از انتشارات الزویر - دانلود رایگان



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دانلود رایگان ژورنال A particle swarm optimization based hyper-heuristic algorithm for the classic resource constrained project scheduling problem از انتشارات الزویر چکیده انگلیسی:
In this paper, we propose a particle swarm optimization (PSO) based hyper-heuristic algorithm for solving the resource constrained project scheduling problem (RCPSP). To the best of our knowledge, this is the first attempt to develop a PSO hyper-heuristic and apply to the classic RCPSP. The hyper-heuristic works as an upper-level algorithm that controls several low-level heuristics which operate to the solution space. The solution representation is based on random keys. Active schedules are constructed by the serial scheduling generation scheme using the priorities of the activities which are modified by the low-level heuristics of the algorithm. Also, the double justification operator, i.e. a forward–backward improvement procedure, is applied to all solutions. The proposed approach was tested on a set of standard problem instances of the well-known library PSPLIB and compared with other approaches from the literature. The promising computational results validate the effectiveness of the proposed approach

Publisher : Elsevier - Science Direct
Journal : Information Sciences, Volume 277, 1 September 2014, Pages 680–693
:Authors
Georgios Koulinas, Lazaros Kotsikas, Konstantinos Anagnostopoulos

:Article history
Received 24 December 2012
Received in revised form 21 January 2014
Accepted 26 February 2014
Available online 21 March 2014

تعداد صفحات: 14 ص

فرمت فایل: PDF

جهت پیگیری و اطلاعات بیشتر از راههای زیر با بنده در تماس باشید.

شماره تلگرام: 09148835971
آدرس ایمیل: [email protected]
پ.ن: توجه داشته باشید که کلیه محصولات این فروشگاه با تخفیف 20 درصدی عرضه میشوند. پس به هنگام خرید حتما کد تخفیف را دریافت نمایید.


Particle swarm optimization


Hyper heuristics


Project scheduling


Resource constrained project scheduling problem


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پاورپوینت


فایل فلش


کارآموزی


گزارش تخصصی


اقدام پژوهی


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ژورنال Solving the constrained p-center problem using heuristic algorithms از
انتشارات الزویر ... based on the annual migration of salmons in nature از
انتشارات الزویر ... ژورنال A particle swarm optimization based hyper-heuristic
algorithm for the classic resource constrained project scheduling problem از
انتشارات الزویر

Matheuristics 2016 - Proceedings of the Sixth ... - 400 Bad Request

4 Sep 2016 ... A hybrid tabu search and ILP heuristic for the maximum total flow ... Scheduling
Problems: A Promising Starting Point for Matheuristics . .... pricing problem was
modelled as a resource constrained shortest ..... European Journal of Operational
...... model and a Particle Swarm Optimization (PSO) algorithm.

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ژورنال A particle swarm optimization based hyper-heuristic algorithm for the
classic resource constrained project scheduling problem از انتشارات الزویر برا.

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Based on the limited inspection resource constraint, Shiau developed a unit ......
The particle swarm optimisation (PSO) algorithm was first described by ... It has
been applied successfully to flow-shop scheduling problems (Liao et al. ......
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