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Lecture
Implicit Functions Theorem
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Implicit Examples: Hyperplane and Stationary Points
Illustrates finding hyperplanes for surfaces and determining stationary points.
Taylor Approximation: Extrema in Multivariable Functions
Covers Taylor approximation and extrema in multivariable functions with examples.
Directional Derivatives
Explores directional derivatives in two-variable functions and extremum points.
Extrema and Implicit Functions
Explores conditions for local extrema in two and three variables, along with implicit functions and finding absolute minima and maxima.
Implicit Function Theorem
Explores the Implicit Function Theorem, supporting hyperplanes, local extrema, and higher-order derivatives, concluding with the classification of stationary points.
Extrema of Functions
Covers the discussion of local extrema, concavity, convexity, and inflection points in functions.
Envelope of Curves
Explores the concept of envelope of curves within families of lines, including implicit equations, super-ellipses, and curvature.
Stationary Points and Saddle Points
Explores stationary points, saddle points, symmetric matrices, and orthogonal properties in optimization.
Mathematical Methods for Materials Science: Integrals, Exact Differentials
Explores limits, derivation rules, integrals, and exact differentials for practical applications.
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Covers implicit curves, regular and critical points, convexity, concavity, and inflection points.