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Development of a decision support system based on neural networks and a genetic algorithm

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تومان
Given ever increasing information volume and complexity of engineering, social and economic systems, it has become more difficult to assess incoming data and manage such systems properly. Currently developed  innovative decision support systems (DSS) aim to achieve optimum results while...

Generation Expansion Planning in a Pool Based Electricity Market, using Game Theory and Genetic Algorithm

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تومان
Restructuring has changed purpose of generation expansion planning (GEP) from being cost-minimization to proft-maximization. In this paper, we introduce a new formulation for objective function of generating companies (GENCOs) GEP problem in pool electricity market which includes the revenues of...

Genetic Algorithm for optimization of optical systems

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in this paper we described a blind optimization technique with an in-expensive electronics for optical systems tomaximize the output signal. Deformable mirror is the main optical element used in the system to correct the wavefront andincrease the output signal. The...

Optimal Electric Network Design for a Large Offshore Wind Farm Based on a Modified Genetic Algorithm Approach

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تومان
The increasing development of large-scale offshore wind farms around the world has caused many new  technical and economic challenges to emerge. The capital cost of the electrical network that supports a large offshore wind farm constitutes a significant proportion of...

Optimal Unit Sizing of Distributed Energy Resources in MicroGrid Using Genetic Algorithm

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In this paper, a methodology to perform the optimal unit sizing for Distributed Energy Resources (DRE) in MicroGid (MG), is developed. Based on a genetic algorithm, one optimal sizing method was developed to calculate the optimum system configuration that can...

Optimization of vendor managed inventory of multiproduct EPQ model with multiple constraints using genetic algorithm

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The aim of this paper is to investigate the vendor managed inventory (VMI) problem of a single-vendor  singlebuyer supply chain system, in which the vendor is responsible to manage the buyer’s inventory. To include an extended applicability in real-world environments,...

Optimized Fuzzy System Using Genetic Algorithm to Detect Faces in Color Images

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تومان
A human face detection method for color images is presented in this paper. The system is composed of three subsystems: skin color segmentation, lip color segmentation and face blobs selection subsystem. Whole these algorithms are fuzzy rule base ones, which...

Routing in Dynamic Network using Ants and Genetic Algorithm

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Routing in dynamic network is a challenging one, because the topology of the network is not fixed. This issue is addressed in this presentation using ant algorithm to explore the network using intelligent packets. The paths generated by ants are...

The Use of Genetic Algorithm for Feature Selection in Video Concept Detection

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Video semantic concept detection is considered as an important research problem by the multimedia industry in recent years. Classification is the most accepted method used for concept detection, where, the output of the classification system is interpreted as semantic concepts....
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