The original PDF has a typographical omission: its displayed equation has rather than on the right. Taken literally, it is an inhomogeneous boundary value problem, not the stated Sturm-Liouville problem. The quotient and the later eigenfunction expansion identify the intended equation, which the following derivation produces explicitly.
Choose homogeneous Dirichlet boundary conditions and a nonzero real admissible . Then because . For an endpoint-zero variation , integration by parts gives
The first variation of the Rayleigh quotient is thus
By the fundamental lemma of the calculus of variations, stationarity is equivalent to
Conversely, multiply this corrected eigenvalue equation by and integrate. The same boundary cancellation gives , so the first variation vanishes. This proves the requested equivalence for the intended equation. Homogeneous Neumann boundary conditions, or a Dirichlet condition at one end and a Neumann condition at the other, also eliminate the boundary term. General Robin boundary conditions would require the corresponding boundary contribution in the numerator.

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