Yarpiz Academic Source Codes and Tutorials
Genetic Algorithms (GAs) are members of a general class of optimization algorithms, known as Evolutionary ...
Read More »Metaheuristics
Multiobjective Optimization
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NSGA-III: Non-dominated Sorting Genetic Algorithm, the Third Version — MATLAB Implementation
Jan and Deb, extended the well-know NSGA-II to deal with many-objective optimization problem, using a ...
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Classic and Intelligent Portfolio Optimization in MATLAB
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MOEA/D in MATLAB
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PESA-II in MATLAB
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Strength Pareto Evolutionary Algorithm 2 (SPEA2) in MATLAB
Machine Learning
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Principal Component Analysis (PCA) in Python and MATLAB — Video Tutorial
Principal Component Analysis (PCA) is an unsupervised learning algorithms and it is mainly used for ...
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Linear Discriminant Analysis (LDA) in MATLAB
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Time-Series Prediction using GMDH in MATLAB
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Feature Selection using Metaheuristics and EAs
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Group Method of Data Handling (GMDH) in MATLAB
Fuzzy Systems
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Time-Series Prediction using ANFIS in MATLAB
Previously, we have shared the implementation of ANFIS for nonlinear regression, in this link. Using ...
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Evolutionary ANFIS Training in MATLAB
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Fuzzy PID Controller in MATLAB and Simulink
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Nonlinear Regression using ANFIS
Tutorials
Numerical Root Finding Methods in Python and MATLAB – Video Tutorial
This series of video tutorials covers the numerical methods for Root Finding (Solving Algebraic Equations) ...
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Practical Genetic Algorithms in Python and MATLAB – Video Tutorial
Genetic Algorithms (GAs) are members of a general class of optimization algorithms, known as Evolutionary ...
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Principal Component Analysis (PCA) in Python and MATLAB — Video Tutorial
Principal Component Analysis (PCA) is an unsupervised learning algorithms and it is mainly used for ...
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Numerical Computations in MATLAB — Video Tutorial
In this video tutorial, “Numerical Computations in MATLAB” has been reviewed. In fact, the built-in ...
Read More »Applications
Intelligent Image Color Reduction and Quantization
In this post, we are going to share with you, the MATLAB implementation of Color ...
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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, ...
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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 ...
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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 ...
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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 ...
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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 ...
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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 ...
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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 ...
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