Legendre transformation

E695821

The Legendre transformation is a mathematical operation that converts a function of one set of variables into a function of their conjugate variables, widely used in classical mechanics and thermodynamics to switch between different energy or potential formulations.

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Legendre transform 1

Statements (48)

Predicate Object
instanceOf duality transform
mathematical transformation
appliedIn economics
information theory
large deviation theory
statistical mechanics
variational calculus
assumes duality between extensive and intensive thermodynamic variables
duality between position-like and momentum-like variables
coreDefinition given f(x) its transform is g(p)=sup_x(px−f(x))
domain convex functions
real-valued functions
field classical mechanics
convex analysis
mathematics
optimization theory
thermodynamics
generalizationOf simple change of variables between x and its gradient
hasNotation f* for the Legendre–Fenchel transform of f
historicalPeriod 19th century mathematics
inverseOf itself on appropriate function classes
mapsFrom function of a variable x
mapsTo function of conjugate variable p
namedAfter Adrien-Marie Legendre NERFINISHED
property involutive on suitable convex functions
order-reversing on convex functions
preserves convexity via convex conjugation
relatedConcept Fenchel transform NERFINISHED
Hamiltonian mechanics NERFINISHED
Lagrangian mechanics NERFINISHED
Legendre–Fenchel transform NERFINISHED
convex conjugate
thermodynamic potentials
requires convexity for global invertibility
differentiability for classical formula p = df/dx
usedFor changing variables from primal to conjugate variables
constructing Hamiltonian from Lagrangian
constructing Lagrangian from Hamiltonian when possible
defining convex conjugates
deriving Maxwell relations in thermodynamics
deriving equations of motion in Hamiltonian mechanics
duality in convex optimization
passing from internal energy to Gibbs free energy
passing from internal energy to Helmholtz free energy
passing from internal energy to enthalpy
re-expressing variational problems in dual variables
switching between different energy formulations
switching between different thermodynamic potentials

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Adrien-Marie Legendre knownFor Legendre transformation
Young's inequality isRelatedTo Legendre transformation
this entity surface form: Legendre transform