Lectures related to Constraints and Lagrange Formalism

Covers advanced optimization techniques using Lagrange multipliers to find extrema of functions subject to constraints.

Covers the Lagrange Multipliers Theorem and its applications in finding extrema.

Covers the method of Lagrange multipliers to find extrema subject to constraints.

Covers the optimization with constraints, focusing on the Karush-Kuhn-Tucker (KKT) conditions.

Covers the KKT conditions for optimization with constraints, essential for solving constrained optimization problems efficiently.

Explores deformation and strain tensors, Lagrange representation, elasticity theory, and the divergence theorem.

Explores simple models, electronic structure evaluation, and machine learning at the atomic scale.

Covers advanced optimization methods using Lagrange multipliers to find extrema of functions subject to constraints.