- Introduction
- Simple Python Explanation with workout
- Simple workout packages Numpy, matplotlib
- Random Search Optimization using Python
- Scipy optimization with Constraint /Fuel cost min
Here we present Optimization for Electrical using Python in a very simple way
Its used for
1. Non-Programmer
2. Electrical Student
3. Daily task need to convert to optimization (Simply to all)
Course Content:
1. Introduction
What is optimization ?
Optimization is the process of making something as perfect, functional, or effective as possible. It can also refer to the mathematical procedures involved in this process, such as finding the maximum of a function.
Optimization involves:
Choosing the best element from a set of available alternatives under some constraints
Minimizing or maximizing the objective or cost function of the problem
Determining the set of decisions that maximize or minimize a key model output
Determining the best available values of the particular objective function in a defined domain
Examples of optimization include:
An airlines scheduling optimization program that ensures it serves the maximum number of passengers
Supply chain management, which is concerned with the large-scale transportation and storage of trade goods around the world
Why We need?
Random Search optimization
2. Python Introduction
if-else
for loop - While loop
Packages
3. Workout -1
Random search optimization with Python
4. Workout -2
Fuel Cost minimization using Python
Is any query related to optimization or help related to optimization with Python-MATLAB-Julia
Feel free to Contact us
Thank you
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Research and development in various field using Matlab last 10 years. Recently developed Julia and Python based Apps. also Experienced in C#,MySQL, VHDL.
Research concept like optimization, Machine learning, Control System, Power System, Power Electronics, Cryptography, Image processing, FPGA Design and Micro-controller based Designs.
Recently developed Point of Sale in Windows Form/ Angular Apps.