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.