Nonlinear Programming - Optimization Theory | Lecture Notes - YNetStudyHub
Optimization Theory

Nonlinear Programming

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Delving into nonlinear optimization problems, nonlinear objective functions, nonlinear constraints, optimization algorithms like the gradient descent, Newton's method, and interior point methods.

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Unit Syllabus 9 Topics
1
Introduction to Optimization Theory
Unconstrained Optimization
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Constrained Optimization
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Linear Programming
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Nonlinear Programming
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Integer Programming
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Dynamic Programming
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Multi-Objective Optimization
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Heuristic Optimization
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