Optimization Techniques in MATLAB

Learn to use optimization and global optimization techniques in MATLAB to solve problems with many variables

TechSource Systems Pte Ltd

Course
Highlights

This one-day course introduces applied optimization in the MATLAB® environment, focusing on using Optimization Toolbox™ and Global Optimization Toolbox. Topics include:

  • Running optimization problems in MATLAB
  • Specifying objective functions and constraints
  • Choosing solvers and improving performance
  • Global and multiobjective optimization
TechSource Systems Pte Ltd

Who Should
Attend

Scientist, engineers, researchers, manager, and analyst from various industries and government bodies who are interested to gain a fundamental understanding of the concepts, applications and techniques of optimization and/or plan to apply optimization in their designs, processes, projects, services and work systems.

TechSource Systems Pte Ltd

Course
Prerequisites

MATLAB Fundamentals . Knowledge of linear algebra and multivariate calculus is helpful.

TechSource Systems Pte Ltd

Course
Benefits

Upon the completion of the course, the participants will be able to​:

  • Utilize the Optimization Toolbox in the MATLAB environment to solve
    optimization problem
  • Write objective function files
  • Add constraints
  • Select appropriate solver and algorithm
  • Interpret the output from solver
  • Increase accuracy

Partners

TechSource Systems Pte Ltd
TechSource Systems Pte Ltd

TechSource Systems is MathWorks Authorised Reseller and Training Partner

Upcoming Program

  • Please keep me posted on the next schedule
  • Please contact me to arrange customized/ in-house training

Course Outline

Running an Optimization Problem

Objective: Understand the basic structure and process of solving optimization problems effectively. Use interactive tools to define and solve optimization problems.

  • Identifying the problem components
  • Running an optimization using the Live Editor Optimization Task
  • Applying the optimization process
  • Using optimization functions
TechSource Systems Pte Ltd
TechSource Systems Pte Ltd

Specifying Objective Functions and Constraints

Objective: Write an optimization problem. Use problem-based workflow to arrive at a solution.

  • Using the problem-based workflow
  • Specifying objective functions and constraints
  • Identifying different types of constraints

Choosing a Solver and Improving Performance

Objective: Select an appropriate solver and algorithm by considering the type of optimization problem to be solved. Interpret the output from the solver and diagnose the progress of an optimization.

  • Classifying the objective
  • Choosing a solver and algorithm
  • Examining and interpreting the result
  • Providing derivative information
TechSource Systems Pte Ltd
TechSource Systems Pte Ltd

Global and Multiobjective Optimization

Objective: Use Global Optimization Toolbox functionality to solve problems where classical algorithms fail or work inefficiently. Solve problems with many objectives.

  • Finding the global minimum
  • Using genetic algorithms, direct search methods and surrogate optimization
  • Use multiobjective solvers
QUICK ENQUIRY