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Tag Archives: PSO

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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Economic Dispatching using PSO and Nested PSO

Downloads The download link of this project follows. Implementation of PSO and Nested PSO for Economic Power Dispatching in MATLAB Download

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Classic and Intelligent Portfolio Optimization in MATLAB

Downloads The download link of this project follows. Portfolio Optimization using Classic Methods and Intelligent Methods (PSO, ICA, NSGA-II, and SPEA2) in MATLAB Download

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Optimal Inventory Control using PSO in MATLAB

Downloads The download link of this project follows. Implemenattion of Optimal Inventory Control using Particle Swarm Optimization (PSO) in MATLAB Download

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p-Hub Location Allocation Problem in MATLAB

Downloads The download link of this project follows. p-Hub Location Allocation Problem using PSO in MATLAB Download

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Bin Packing Problem using GA, PSO, FA, and IWO

Downloads The download link of this project follows. MATLAB implementation of solving Bin Packing Problem using Genetic Algorithm (GA), Particle Swarm Optimization (PSO), Firefly Algorithm (FA) and Invasive Weed Optimization (IWO) Download

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Quadratic Assignment Problem (QAP) using GA, PSO and FA

Downloads The download link of this project follows. MATLAB implementation of solving QAP using Genetic Algorithm (GA), Particle Swarm Optimization (PSO) and Firefly Algorithm (FA) Download

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Evolutionary ANFIS Training in MATLAB

Training of an ANFIS structure is a special kind of optimization problem. So metaheuristics and evolutionary algorithms can be used to train (tune the parameters of) an ANFIS structure. In this post, we are going to share with you, the MATLAB implementation of the evolutionary ANFIS training. The code, firstly creates an initial raw ANFIS structure and then uses Genetic ...

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Evolutionary Data Clustering in MATLAB

Clustering is an unsupervised machine learning task and many real world problems can be stated as and converted to this kind of problems. Clustering is grouping a set of  data objects is such a way that similarity of members of a group (or cluster) is maximized and on the other hand, similarity of members in two different groups, is minimized. ...

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