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

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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

## درس پژوهی

## جزوه

## خلاصه

**Particle Swarm** for the Traveling Salesman **Problem** | Marco Cesar ...

### 13 Evolving the Structure of the **Particle Swarm Optimization Algorithms** Laura ....

We develop a primal **heuristic based** on a genetic **algorithm** for the minimum .....

The **resource constrained** multiple **project scheduling problem** (rc-mPSP) [3] is

less ...... Reinelt, G. (1991), A traveling salesman **problem** library, ORSA **Journal**

on ...

**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**

.

## Book of Papers - helors 2016

### 1 Feb 2005 **...** procedure", European **Journal** of Operational Research, Vol. 139 ...... A **particle**

**swarm optimization based hyper**‐**heuristic algorithm** for the **classic resource**

**constrained project scheduling problem**, Information Sciences, Vol. ...... But it is

also possible to use existing **publications** like [14] or [28] as decision.

**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**.

## LNCS 3906 - Evolutionary Computation in Combinatorial **Optimization**

### We develop a primal **heuristic based** on a genetic **algorithm** ..... (**Resource**

**Constrained Project Scheduling Problem**) and job shop **scheduling** prob- lem, for

...... a hybrid technique that combines a Genetic **Algorithm** (GA) and a **PSO** ......

nomic solution by using genetic **algorithms**, European **Journal** of Operational

Research,.

## Job **Scheduling Algorithm** for Cloud Computing **Based** on **Particle** ...

### The scheduler takes a virtual network computing request **constrained** by the

Service ... Many **PSO based algorithms** have been proposed to minimize cost of

executing ... a **heuristic scheduling algorithm** that uses **PSO** to solve job-**resource**

... Modeling The job **scheduling** in cloud computing is the **optimization problem** to

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### 10 Aug 2009 **...** Machine **Scheduling Problem** with Availability Constraints. ..... **Project Scheduling**

**Problem** . ..... and Kendall G. An Investigation of an Ant-**based Hyperheuristic** for

the ..... **resource** so a controller would reject any sequence which took too long

...... a **Particle Swarm Optimization algorithm** (population-**based** ...

## بانک مقالات دانشجویی رامان **ژورنال** A **particle swarm optimization** ...

**ژورنال** A **particle swarm optimization based hyper**-**heuristic algorithm** for the

**classic resource constrained project scheduling problem** از **انتشارات الزویر**.

**ژورنال** A ...

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

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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**.

**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**

.

**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** -

دانلود ...

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### Selecting an appropriate and efficient **algorithm** for **resources scheduling** is ... are

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## Anagnostopoulos, K. - 首页

### Source : In: **Journal** of the Knowledge Economy. (**Journal** of the Knowledge

Economy, 1 September 2016, 7(3):694-719) .... A **particle swarm optimization**

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the travelling thief .... Thomas Philip, **Journal** of **Scheduling**, Springer, 2017 [PDF]

[ABSTRACT] .... Expert System and Heuristics **Algorithm** for Cloud **Resource**

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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**

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## Ant colony **optimization algorithms**

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**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**.

## LNCS 3906 - Evolutionary Computation in Combinatorial **Optimization**

### We develop a primal **heuristic based** on a genetic **algorithm** ..... (**Resource**

**Constrained Project Scheduling Problem**) and job shop **scheduling** prob- lem, for

...... a hybrid technique that combines a Genetic **Algorithm** (GA) and a **PSO** ......

nomic solution by using genetic **algorithms**, European **Journal** of Operational

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## Conference Proceedings - PATAT Conferences

### A Tour **Scheduling Problem** with Fixed Jobs: use of **Constraint** Programming ........

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Timetabling **Problem** . .... HySST: **Hyper**-**heuristic** Search Strategies and

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### 13 Evolving the Structure of the **Particle Swarm Optimization Algorithms** Laura ....

We develop a primal **heuristic based** on a genetic **algorithm** for the minimum .....

The **resource constrained** multiple **project scheduling problem** (rc-mPSP) [3] is

less ...... Reinelt, G. (1991), A traveling salesman **problem** library, ORSA **Journal**

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## 6.1 Allocation of the inspection stations **problem** - Durham e-Theses

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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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## Jari Kyngäs Solving Challenging Real-World **Scheduling Problems**

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where used to solve **project scheduling problems**. ... **project** and **resource**

**scheduling**. .... **algorithms**, hill-climbing, **hyper**-**heuristics** [Burke et al., 2003],

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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**.

**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** برا.

**Swarm** and Evolutionary Computation - **Journal** - Elsevier

### To tackle complex real world **problems**, scientists have been looking into natural

processes and creatures - both as model and metaphor - for years. **Optimization** ...

## 6.1 Allocation of the inspection stations **problem** - Durham e-Theses

### parameters of MMAS include the pheromone trail intensity (α), **heuristic** ......

**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. ......

**Publications**.

**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**.

**Publications** - Laura Cruz Reyes

### International **Journal** of Combinatorial **Optimization Problems** and Informatics, ...

Packing **Heuristic** through Grammatical Evolution **Based** on **Swarm** Intelligence.

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### A Tour **Scheduling Problem** with Fixed Jobs: use of **Constraint** Programming ........

............ 94 ... Application of **Particle Swarm Optimization** to the British Telecom

Workforce **Scheduling**. **Problem** . .... A GRASP **Algorithm** for the University

Timetabling **Problem** . .... HySST: **Hyper**-**heuristic** Search Strategies and

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صفحات: 3 به نام خدا دلفين: دُلفین پستاندار دریایی از رده آببازان میباشد.

## Linear **Optimization**

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... a Variable (e.g., Terminating a product); Optimal **Resource** Allocation **Problem**

..... **Optimization** (**PSO**) is a stochastic, population-**based optimization algorithm**.

**Swarm** and Evolutionary Computation - **Journal** - Elsevier

### To tackle complex real world **problems**, scientists have been looking into natural

processes and creatures - both as model and metaphor - for years. **Optimization** ...

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### Material **Scheduling** with Storage Windows **Based** on Modified **Particle Swarm** ...

to optimize the **resource** and logistics **scheduling** has become a research focus.

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