On linux, you can typically update to the latest of any software on your system with
sudo apt-get update
sudo apt-get upgrade
This mechanism gives you "the latest" but does not give you the opportunity to select which specific choice you get from a list of those available.
Google should be able to help you with details of removing obsolete kernel versions.