Computer Aided Applied Single Objective Optimization

Computer Aided Applied Single Objective Optimization by Indian Institute of Technology Guwahati

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Created by Guwahati Staff Last updated Fri, 11-Mar-2022 English


Computer Aided Applied Single Objective Optimization free videos and free material uploaded by Guwahati Staff .

Syllabus / What will i learn?

Week 1: Introduction

Week 2: Regression

Week 3: Teaching Learning Based Optimization

Week 4: Particle Swarm Optimization

Week 5: Differential Evolution

Week 6: Genetic Algorithm

Week 7: Artificial Bee Colony Optimization

Week 8: Constraint Handling & Result Analysis

Week 9:Linear & Mixed Integer Linear Programming

Week 10:Solution of Case Study with Mathematical & CI Techniques

Week 11:MATLAB Optimization Toolbox

Week 12:GAMS & IBM ILOG Optimization Studio



Curriculum for this course
0 Lessons 00:00:00 Hours
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Description

Optimization problems are frequently encountered in almost all disciplines of science and engineering. This course will familiarize the audience with both mathematical and computational intelligence algorithms to solve combinatorial optimization problems. The course is designed so as to enable the participants to quickly use state-of-the-art tools to solve optimization problems. A unique feature of this course will be discussion of a realistic case study to thoroughly understand various aspects of optimization.

INTENDED AUDIENCE : Students, Researchers & Working Professionals

PREREQUISITES : Basic Mathematics

INDUSTRY SUPPORT : All 

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