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Author Archives: Yarpiz

Python implementation of Particle Swarm Optimization

Previously we published implementation of Particle Swarm Optimization (PSO) in MATLAB. Now, the Python implementation of PSO is available to download. It is very easy to use and very similar to the MATLAB implementation. Also, a tutorial on PSO and its implementation is freely available, here [+]. Downloads The download link of this project follows. Particle Swarm Optimization (PSO) in ...

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NSGA-III: Non-dominated Sorting Genetic Algorithm, the Third Version

Jan and Deb, extended the well-know NSGA-II to deal with many-objective optimization problem, using a reference point approach, with non-dominated sorting mechanism. The newly developed algorithm is simply called: NSGA-III. The main reference paper is available to download, here. In this post, we are going to share with you, the MATLAB implementation of NSGA-III, as an open source project. The ...

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Particle Swarm Optimization (PSO) in MATLAB — Video Tutorial

In this video tutorial, implementation of Particle Swarm Optimization (PSO) in MATLAB is discussed in detail. In the first part, theoretical foundations of PSO is briefly reviewed. In the next two parts of this video tutorial, PSO is implemented line-by-line and from scratch, and every line of code is described in detail. After watching this video tutorial, you will be ...

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Linear Discriminant Analysis (LDA) in MATLAB

Downloads The download link of this project follows. Implementation of Linear Discriminant Analysis (LDA) in MATLAB Download

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Cultural Algorithm (CA) in MATLAB

Downloads The download link of this project follows. Implementation of Cultural Algorithm (CA) in MATLAB Download

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Real-Coded Simulated Annealing (SA) in MATLAB

Downloads The download link of this project follows. Implementation of Real-Coded Simulated Annealing (SA) in MATLAB Download

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Intelligent Image Color Reduction and Quantization

In this post, we are going to share with you, the MATLAB implementation of Color Quantization and Color Reduction of images, using intelligent clustering approaches: (a) k-Means Algorithm, (b) Fuzzy c-Means Clustering (FCM), and (c) Self-Organizing Map Neural Network. The implemented code, uses RGB and HSV color coding, to perform the clustering task, and user can select desired approach of ...

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Minimum Spanning Tree using PSO, ICA and FA

Downloads The download link of this project follows. Implementation of Minimum Spanning Tree using PSO, Imperialist Competitive Algorithm (ICA) and Firefly Algorithm (FA) in MATLA Download

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Optimal Robot Path Planning using PSO in MATLAB

Downloads The download link of this project follows. Implementation of Optimal Path Planning of mobile robot using Particle Swarm Optimization (PSO) in MATLAB Download

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Data Envelopment Analysis (DEA) in MATLAB

Downloads The download link of this project follows. Implementation of Data Envelopment Anaysis (DEA), including CCR, input-oriented BCC, output-oriented BCC and Additive models, in MATLAB Download

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