Lecture Series
Optimization Techniques Lectures
Master mathematical optimization methods to solve complex problems in engineering.
Welcome to Optimization Techniques Lectures
Lecture notes and materials for the Optimization Techniques course.
Classical Optimization
Single-variable and multivariable unconstrained and constrained methods.
Linear Programming
Simplex, revised simplex, Big-M, two-phase, duality.
Nonlinear Optimization
Gradient descent, Newton's, conjugate gradient, quasi-Newton methods.
Metaheuristics
Genetic algorithms, simulated annealing, particle swarm optimization.
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