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Linear Optimization: Principles and Algorithms
Master linear optimization techniques, including duality and simplex algorithm, in this introductory course.
Course Cost
₹ 4,925
Beginner
Skill Level
5 Weeks
Self-paced lessons
Dive into the world of linear optimization with this comprehensive course. Learn to formulate, transform, and solve optimization problems using advanced techniques. The curriculum covers constraint representation, duality theory, optimality conditions, and the simplex method. Gain practical skills in problem-solving and algorithm implementation, with optional Python programming exercises. Ideal for those seeking to enhance their mathematical and analytical abilities in optimization.
English
What you'll learn
Formulate and characterize optimization problems using real-world examples
Represent constraints in linear optimization problems geometrically and algebraically
Derive and analyze dual problems in linear optimization
Apply sufficient and necessary conditions for optimal solutions
Implement the simplex algorithm to solve linear optimization problems
Transform complex optimization problems into solvable formats
Skills you'll gain
This course includes:
PreRecorded video
Graded assignments, exams
Access on Mobile, Tablet, Desktop
Limited Access access
Shareable certificate
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Module Description
This course provides a comprehensive introduction to linear optimization, covering key concepts and techniques essential for solving complex problems. Students will learn how to formulate and transform optimization problems, represent constraints both geometrically and algebraically, and derive dual problems. The course delves into optimality conditions and the simplex method, equipping learners with practical skills to solve linear optimization problems. While Python programming knowledge is beneficial for understanding algorithm details, the course is designed to be accessible to those without programming experience. Through a combination of theoretical foundations and practical applications, students will develop a strong understanding of linear optimization principles and their real-world applications in various fields such as operations research, economics, and engineering.
Fee Structure
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
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Frequently asked Questions
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