In case you replaced the original memory chip, check if the new one is installed rightly and works correctly.

Study Apple Support specifications as to maximum memory allowed. Deviating from Apple recommendations may push your computer to act up strangely and reboot randomly.

In case you replaced your hard disk, it is also advised to check if it is installed properly.