Resonance does occur in simple harmonic oscillator, resonance curve is then a delta-function (zero width and infinite amplitude).
Equation of forced oscillations in oscillating system can be written as: x"+(wo/Q)x'+wo2=wo2cos(wt), where wo is own (resonance) frequency of system and w - frequency of external force, 1/Q - damping factor (Q is usually called quality of oscillating system).
Stationary solution of this equation (established oscillations in such system after some time) is: x(t)=xocos(wt), where amplitude of oscillations depends on frequency w of external force: xo={[(1-(w/wo)2]2+(w/Qwo)2}-1
You may see that for ideal oscillator (Q=oo) amplitude xo becomes delta function. For non-infinite Q values the width of resonance curve deltaw/wo (FWHM = width on 1/2 level for energy = width on 0.71 level for amplitude) is equal to 1/Q.
Typical Q values: mass on spring 1-10, radio LC circuit 10-100, mass on a string 100-1000, quarts watch crystal 104-5, spectral lines (in visible range) 105-6, orbiting moons and planets 107-9, good laser 108-9, atomic clock cavity 1011-13.