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Online Course

Computer Aided Applied Single Objective Optimization

Indian Institute of Technology Guwahati and NPTEL via Swayam

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Overview

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

Syllabus

COURSE LAYOUT Week 1: Introduction Week 2: Computational Intelligence Techniques - I Week 3: Computational Intelligence Techniques - II Week 4: Computational Intelligence Techniques - III Week 5: Constraint Handling Week 6: Mathematical Programming Week 7: State-of-the-art Optimization Solvers Week 8: Case Study

Taught by

Prof. Prakash Kotecha

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