You don't need voltage boosters, just low ohm resistors for each LED or series string of LEDs...
At 3.0 volt nominal AA battery; with a voltage drop for the LED of 2.0 each thus, 1 volt / .06 ohm = 16.6 mA... your problem is to find or make-up this .06 ohm value, being non-standard.
LED's in parallel is a very bad technical practice... each LED act's as a zener diode, and will set it's working voltage in your case, at 2.0 volts +/_ . Any additional LED's placed in parallel, will individually draw more or less current away from the first, to your last LED; due the manufacturing tolerance variations.
Standard practice is to have each LED with it's own ballast resistor value, as the above calculation... in some respects a higher working voltage would be better,
(using a standard ballast resistor value).
Series LED's would be that much better, e.g. 5 x require a total of 10 volts, feed with a ballast resistor value of 12.0 ohms for that string of 5 = 16.6 mA; you then parallel the 3 strings to give the 15 LEDs; powered from 12 volt battery having a 1 volt nominal capacity above the 10 volt LED regulation; otherwise a PSU is an option, so the total current would be about 49.8 mA.
In fact you could sub-divide a further set of series LEDs to 3, by 5 paralleled, at the expense of more current being drawn though.
A voltage booster needs to be given an input to output current capable of delivering the total power required, in addition to minim loss and high efficiency, from the device generating the extra boost voltage; this is particularly so in your case, with 15 LEDs required.