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Comprehensive MATLAB Workshop: From Basics to Advanced Applications


Comprehensive MATLAB Workshop: From Basics to Advanced Applications

Objective:


This online MATLAB workshop, scheduled for 6.01.2024, aims to provide participants with a thorough understanding of MATLAB, covering fundamental concepts to advanced applications. The workshop will focus on the following key topics:





1. Understanding the Main Features of the MATLAB Development Environment:

- Explore the MATLAB interface and learn to navigate its various tools and features.


2. Basic Syntax, Looping, 2D & 3D Plotting:

- Gain proficiency in MATLAB's syntax and understand the essentials of programming, including looping structures.

- Learn techniques for creating 2D and 3D plots to visualize data effectively.


3. PID Controller and Its Tuning:

- Delve into the principles of Proportional-Integral-Derivative (PID) controllers.

- Understand methods for tuning PID controllers for optimal system performance.


4. Fuzzy Logic Toolbox:

- Introduction to fuzzy logic concepts and their implementation using MATLAB's Fuzzy Logic Toolbox.

- Practical applications and case studies using fuzzy logic.


5. Neural Network Toolbox:

- Explore the Neural Network Toolbox in MATLAB.

- Learn the basics of neural networks and their application in solving real-world problems.


6. ANFIS Toolbox:

- Understand Adaptive Neuro-Fuzzy Inference Systems (ANFIS) and their role in modeling complex systems.

- Hands-on experience with ANFIS Toolbox for system modeling.







7. Genetic Algorithm and PSO Algorithm:

- Introduction to Genetic Algorithms and Particle Swarm Optimization (PSO) algorithms.

- Implement and optimize solutions using genetic algorithms and PSO in MATLAB.


By the end of this workshop, participants will have acquired a comprehensive skill set in MATLAB, enabling them to apply their knowledge to a wide range of engineering and scientific problems.

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