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iterative optimization method by Mind Map: iterative optimization
method
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iterative optimization method

constrained

linear (convex)

linear programming or LP (continuous), small/medium, Simplex method (best), large, Interior-point Method

linear integer programming or LIP (discrete)

mixed integer programming or MIP (continuous & discrete)

nonlinear

convex, continuous, discrete

nonconvex, global?, randomization of the initial point

unconstrained (nonlinear)

We are only interested in nonlinear function. Unbound linear function min/max is infinite.

convex

nonconvex