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Yarpiz

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Video Course on Particle Swarm Optimization in MATLAB is now available for free, on Udemy. 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. Next, PSO is implemented line-by-line and from scratch, and every line of code is described in detail. The instructor of this course is Dr. S. Mostapha Kalami Heris, Control and Systems Engineering PhD and member of Yarpiz Team.
More info: yarpiz.com/ytea101
Udemy URL: udemy.com/pso-in-matlab


#PSO #Particle_Swarm_Optimization #ParticleSwarmOptimization #Optimization #Metaheuristics #Video #Tutorial #MATLAB #Course #Udemy
A video tutorial on PSO and its implementation in MATLAB from scratch - Free Course
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Yarpiz

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A structured MATLAB implementation of Density-Based Spatial Clustering of Applications with Noise (DBSCAN) clustering algorithm is available for download, via following link:

DBSCAN in MATLAB:
yarpiz.com/255/ypml110-dbscan-clustering

#DBSCAN #Clustering #Unsupervised_Learning # Machine_Learning #MATLAB
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Now implementation of 25 metaheuristics are available to download on Yarpiz. For more information, check these links out:
http://yarpiz.com/category/metaheuristics
http://yarpiz.com/category/multiobjective-optimization
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Implementation of Imperialist Competitive Algorithm (ICA) in MATLAB
An open-source structured implementation of Imperialist Competitive Algorithm (ICA) in MATLAB
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Simulated Annealing (SA)
Standard and Population-based Versions
A structured open-source MATLAB implementation
http://yarpiz.com/223/ypea105-simulated-annealing
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Yarpiz

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A structured MATLAB Implementation of Ant Colony Optimization (ACO), for discrete and continuous (real-valued) optimization problems, is available for download in the following links.

ACO for discrete optimization problems:
yarpiz.com/53/ypea103-ant-colony-optimization

ACO for contiuous domains (ACOR):
yarpiz.com/67/ypea104-acor

#ACO #Ant_Colony_Optimization #ACOR #Optimization #Metaheuristics #Swarm_Intelligence #Ant_System
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Implementation of Artificial Bee Colony (ABC) in MATLAB
A structured open-source implementation of Artificial Bee Colony (ABC) in MATLAB
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Firefly Algorithm (FA) in MATLAB
http://yarpiz.com/259/ypea112-firefly-algorithm
An open-source implementation of Firefly Algorithm (FA) in MATLAB for Global Optimization
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Implementation of 18 Metaheuristics and Evolutionary Algorithms, in MATLAB
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Academic Tutorials and Source Codes
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The Yarpiz project is aimed to be a resource of academic and professional scientific source codes and tutorials. The word Yarpiz (pronounced /jɑrpəz/) is an Azeri Turkish word, meaning Pennyroyal or Mentha Pulegium plant.

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