University Maths Notes: Calculus – Lagrange Multipliers
Lagrange multipliers are used in optimising or
maximising a function
subject
to one or more equality constraints
The
solution is found by minimizing
with
respect to the
and
The
Lagrange multipliers are the![]()
For example to maximise
subject
to
form
the expression![]()
Differentiating with respect to
gives
(1)
Differentiating with respect to
gives
(2)
Differentiating with respect to
gives
(3)
From (1)![]()
From (2)![]()
From (3)![]()
The maximum value of
is
then![]()
This is illustrated below. The maximum is where the curves touch.