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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



دانلود رایگان اصل مقاله یک الگوریتم بیش از حد هیوریستیک بر اساس بهینه سازی ازدحام ذرات برای مسأله زمانبندی پروژه های کلاسیک با منابع محدود به زبان انگلیسی

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


مقاله


پاورپوینت


فایل فلش


کارآموزی


گزارش تخصصی


اقدام پژوهی


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ژورنال A particle swarm optimization based hyper-heuristic algorithm ...

ژورنال A particle swarm optimization based hyper-heuristic algorithm for the
classic resource constrained project scheduling problem از انتشارات الزویر -
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ژورنال A particle swarm optimization based hyper-heuristic algorithm for the
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evolutionary computational techniques to solve scheduling problems, not. VI.
Preface ... meta-hyper-heuristic approach to hybrid flow-shop scheduling” by.
Rodríguez ... swarm optimization algorithm to unit commitment and economic
dispatch problems .... constraints (based on, e.g., precedence, resource
consumption, etc.) ...

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methods such as SI-based algorithms we sacrifice the guarantee of finding op- ...
putation time are ant colony optimization (ACO) and particle swarm opti- mization
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.

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), pp. ..... algorithm for solving constrained optimization problems (2007) IFSA, 1,
pp. ...... optimization for solving multi-mode resource-constrained project
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Problems: A Promising Starting Point for Matheuristics . .... pricing problem was
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...... model and a Particle Swarm Optimization (PSO) algorithm.

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Resource constrained project scheduling problem بایگانی - فایل یاب

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classic resource constrained project scheduling problem از انتشارات الزویر
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Abolhasan, M. & Boustead, P. 2006, 'UHF-based community voice service in .....
and applications', IEEE Journal on Selected Areas in Communications, vol. .... J.
2006, 'Two-dimensional wideband direction-of-arrival estimation algorithm with
...... optimization (mu PSO for high dimensional optimization problems)', Applied ...

Developing Multi-Time Frame Trading Rules with a Trend Following ...

11 Jul 2015 ... Tutorial on Evolutionary Multiobjective Optimization ... Particle Swarm
Optimization ... In its classic form, it uses a very simple integer address-based ...
Hyper-Heuristics ..... The Multi-mode Resource Constrained Project Scheduling
Problem .... Issues: Genetic Algorithm for the Green Distance Constrained ...

Swarm Intelligence in Optimization - Semantic Scholar

problems include train scheduling, timetabling, shape optimization, telecom- ...
methods such as SI-based algorithms we sacrifice the guarantee of finding op- ...
putation time are ant colony optimization (ACO) and particle swarm opti- mization
..... example, the sequential ordering problem [62], the resource constraint project
.

Publications - Laura Cruz Reyes

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Packing Heuristic through Grammatical Evolution Based on Swarm Intelligence.

Resource constrained project scheduling problem بایگانی - فایل یاب

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

A robust hybrid approach based on particle swarm optimization and ...

1 Apr 2016 ... An efficient hybrid meta-heuristic (PSO-GA) approach is presented. .... and
learning effects, Information Sciences: an International Journal, 269, .... A particle
swarm optimization based hyper-heuristic algorithm for the classic resource
constrained project scheduling problem, Inf. Sci., 277 (2014) 680-693.

Scopus EXPORT DATE: 31 August 2012 Hu, M.a , Wu, T.a , Weir ...

To address the first issue, we propose to augment PSO via the fusion of .....
special session on real parameter optimization (2009) Journal of Heuristics, 15 (6
), pp. ..... algorithm for solving constrained optimization problems (2007) IFSA, 1,
pp. ...... optimization for solving multi-mode resource-constrained project
scheduling ...

ژورنال A particle swarm optimization based hyper-heuristic algorithm ...

10 آگوست 2017 ... ژورنال A particle swarm optimization based hyper-heuristic algorithm for ...
resource constrained project scheduling problem از انتشارات الزویر.

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11 Nov 2011 ... the first two publications we analyze the algorithm presented in ... computers
where used to solve project scheduling problems. ... project and resource
scheduling. .... algorithms, hill-climbing, hyper-heuristics [Burke et al., 2003],
idwalk .... Particle Swarm Optimization (PSO) is a population-based method ...

Heuristic Optimization for the Resource Constrained Project ...

... the Resource Constrained. Project Scheduling Problem (RCPSP), but lack of
evidence ... techniques in meta- and hyper-heuristic algorithms. ... gaps based on
several studies' distributions with a focus stands in classic heuristic algorithms
and its extended classes ..... algorithms are GA (52 studies) and PSO (18 studies)
,.

objective optimization problem: Topics by Science.gov

The most difficult problems - those with large hyper-volumes and multi-mode
search spaces ..... is one of the most important and applicable problems in project
scheduling area. ..... R2-Based Multi/Many-Objective Particle Swarm Optimization
...... heuristics algorithm and metaheuristic approaches to solve QAP problem.

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To address the first issue, we propose to augment PSO via the fusion of .....
special session on real parameter optimization (2009) Journal of Heuristics, 15 (6
), pp. ..... algorithm for solving constrained optimization problems (2007) IFSA, 1,
pp. ...... optimization for solving multi-mode resource-constrained project
scheduling ...

CS Publications, Computing Science and Mathematics, University of ...

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Service ... Many PSO based algorithms have been proposed to minimize cost of
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... Modeling The job scheduling in cloud computing is the optimization problem to
...

1395 7 1 12 0 یک رویکرد جامع برای بخش‌بندی بازار و طبقه‌بندی ...

Journal of the Operational Research Society, 47(12), 1526-1529. .... "Computer-
Aided Machine-tool, Selection Based on a Fuzzy-AHP Approach", Expert .....
Particle Swarm Optimization Algorithm for Single Machine Total Weighted
Tardiness Problem. ..... Leveling Tools for Resource Constraint Project
Scheduling Problem.

Progress in Complex Systems Optimization (Operations Research ...

26 Nov 2004 ... Klein / Scheduling of Resource-Constrained Projects .... cle Swarm Optimization
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Metaheuristic Algorithm for Large-scale .... Before introducing the problem for
which our heuristic solution ...... Journal of Operations Research 169, pp.

International Journal of Innovative Technology and Exploring ...

Volume-3 Issue-4: Published on September 10, 2013. ... FFT Based Radon by
PSO and PCA Techniques ,"International Journal of Image ... Abstract: In this
paper, the effect of heuristic graph search algorithms like .... Newyork: Wiley
publications. ... algorithm for the resource constrained project scheduling
problem”, Journal ...

List of References on Constraint-Handling Techniques used with ...

17 Feb 2017 ... Comparison of AIS and PSO for Constrained Portfolio Optimization, in 2009 .....
lot scheduling problem, International Journal of Production Research, Vol. ....
Journal of Water Resources Planning and Management ..... Solving Constraint
Satisfaction Problems with Heuristic-Based Evolutionary Algorithms, ...

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algorithm for the classic resource constrained project scheduling problem از
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