Optimization Using Pattern Search Method: MATLAB Programming

Optimization Using Pattern Search Method: MATLAB Programming, available at $44.99, has an average rating of 4.6, with 21 lectures, 2 quizzes, based on 146 reviews, and has 19993 subscribers.

You will learn about Running direct search optimization problems in MATLAB Specifying objective functions Specifying constraints Vectorizing objective function and constraints Obtaining local and global optima Parallel computing This course is ideal for individuals who are Anyone who is interested to solve optimization problems. or Researchers who want to publish ISI papers in this field. or Students who are working on optimization problems. It is particularly useful for Anyone who is interested to solve optimization problems. or Researchers who want to publish ISI papers in this field. or Students who are working on optimization problems.

Enroll now: Optimization Using Pattern Search Method: MATLAB Programming

Summary

Title: Optimization Using Pattern Search Method: MATLAB Programming

Price: $44.99

Average Rating: 4.6

Number of Lectures: 21

Number of Quizzes: 2

Number of Published Lectures: 21

Number of Published Quizzes: 2

Number of Curriculum Items: 23

Number of Published Curriculum Objects: 23

Number of Practice Tests: 1

Number of Published Practice Tests: 1

Original Price: ₹799

Quality Status: approved

Status: Live

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

Who Should Attend

Anyone who is interested to solve optimization problems.
Researchers who want to publish ISI papers in this field.
Students who are working on optimization problems.

Target Audiences

Anyone who is interested to solve optimization problems.
Researchers who want to publish ISI papers in this field.
Students who are working on optimization problems.

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.

Course Curriculum

Chapter 1: Introduction to Optimization

Lecture 1: Welcome to the course

Lecture 2: Local optima and Global optima

Lecture 3: Single local solution, Multiple local solutions and Single global solution

Chapter 2: Objective or Fitness Functions

Lecture 1: What is Objective Function ?

Lecture 2: MATLAB Script For Single Objective Function

Lecture 3: MATLAB Script For Vectorized Function Call

Lecture 4: Passing Extra Parameters, Fixed Variables, or Data in the Objective Functions

Chapter 3: Direct/Pattern Search with MATLAB

Lecture 1: How Pattern Search Works?

Lecture 2: What is Direct/Pattern Search ?

Lecture 3: Unconstrained Pattern Search Minimization

Lecture 4: Pattern Search with a Linear Inequality Constraint

Lecture 5: Pattern Search with a Linear Equality Constraint

Lecture 6: Pattern Search with Bounds

Lecture 7: Pattern Search with Nonlinear Constraints

Lecture 8: Obtain Function Value And Minimizing Point

Lecture 9: Using a Complete Poll in a Generalized Pattern Search

Lecture 10: Vectorize the Objective and Constraint Functions

Lecture 11: Compute in Parallel

Lecture 12: Maximizing an Objective Function

Lecture 13: Stopping Criteria

Lecture 14: Exit Flag and Output

Instructors

Karthik Karunakaran, Ph.D.
Transforming Real-World Problems with the Power of AI-ML

Rating Distribution

1 stars: 4 votes
2 stars: 4 votes
3 stars: 35 votes
4 stars: 51 votes
5 stars: 52 votes

Frequently Asked Questions

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