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