Lagrangian

Intermediate

Converts constrained problem to unconstrained form.

Full Definition

Converts constrained problem to unconstrained form.

Keywords

dual formulation

Domains

Foundations & Theory

Related Terms

Dual Problem related to

Alternative formulation providing bounds.

 Stochastic Approximation related to

Optimization under uncertainty.

 Adaptive Optimization related to

Methods like Adam adjusting learning rates dynamically.

 Control Theory related to

Mathematical framework for controlling dynamic systems.

 Saddle Plateau related to

Flat high-dimensional regions slowing training.

 Line Search related to

Choosing step size along gradient direction.

 Trust Region related to

Restricting updates to safe regions.

 Constrained Optimization related to

Optimization under equality/inequality constraints.

Concept Map

See how Lagrangian connects to other concepts.

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