Optimization Using Pattern Search Method: MATLAB Programming

A Quick Way to Learn and Solve Optimization Problems in MATLAB. A Course for Beginners.

4.50 (145 reviews)
Udemy
platform
English
language
Data Science
category
instructor
19,989
students
1 hour
content
Jul 2022
last update
$44.99
regular price

What you will learn

Running direct search optimization problems in MATLAB

Specifying objective functions

Specifying constraints

Vectorizing objective function and constraints

Obtaining local and global optima

Parallel computing

Description

This course introduces applied direct search optimization in the MATLAB environment, focusing on using Global Optimization Toolbox. Various kinds of optimization problems are solved in this course. At the end of this course, you will be able to solve the optimization problems using the MATLAB. The complete MATLAB programs included in the class are also available for download.  Happy learning.


NB: This course is designed most straightforwardly to utilize your time wisely.

Content

Introduction to Optimization

Welcome to the course
Local optima and Global optima
Single local solution, Multiple local solutions and Single global solution

Objective or Fitness Functions

What is Objective Function ?
MATLAB Script For Single Objective Function
MATLAB Script For Vectorized Function Call
Passing Extra Parameters, Fixed Variables, or Data in the Objective Functions

Direct/Pattern Search with MATLAB

How Pattern Search Works?
What is Direct/Pattern Search ?
Unconstrained Pattern Search Minimization
Pattern Search with a Linear Inequality Constraint
Pattern Search with a Linear Equality Constraint
Pattern Search with Bounds
Pattern Search with Nonlinear Constraints
Obtain Function Value And Minimizing Point
Using a Complete Poll in a Generalized Pattern Search
Vectorize the Objective and Constraint Functions
Compute in Parallel
Maximizing an Objective Function
Stopping Criteria
Exit Flag and Output
Quiz on Optimization
Practice test on optimization

Screenshots

Optimization Using Pattern Search Method: MATLAB Programming - Screenshot_01Optimization Using Pattern Search Method: MATLAB Programming - Screenshot_02Optimization Using Pattern Search Method: MATLAB Programming - Screenshot_03Optimization Using Pattern Search Method: MATLAB Programming - Screenshot_04

Reviews

Deepika
June 14, 2020
Wonderful teaching! The teacher followed a systematic approach to go into the details of the course. I appreciate his efforts to make us understand the topics in the simplest way possible. Plus the access to well-prepared materials, especially the Matlab codes. I have got certified as well. Thank you.

Coupons

DateDiscountStatus
6/17/2020100% OFF
expired
7/2/2022100% OFF
expired

Charts

Price

Optimization Using Pattern Search Method: MATLAB Programming - Price chart

Rating

Optimization Using Pattern Search Method: MATLAB Programming - Ratings chart

Enrollment distribution

Optimization Using Pattern Search Method: MATLAB Programming - Distribution chart
2982260
udemy ID
4/10/2020
course created date
6/17/2020
course indexed date
Lee Jia Cheng
course submited by