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Optimization
Optimization
Unconstrained Optimization
Golden section search
Parabolic Interpolation
Nelder-Mead method
Newton's method
Gradient Descent Method
Line minimization
Quasi-Newton Methods
Conjugate gradient method
Issues of Local/Global Minimum
Constrained Optimization
Optimization with Equality Constraints
Optimization with Inequality Constraints
Duality and KKT Conditions
Linear Programming (LP)
The Simplex Algorithm
Quadratic Programming (QP)
Interior Point Methods
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