Can I register a company on my own?

Yes, you can register a UK limited company on your own. A UK limited company can be set up with just one person who acts as both the sole director (runs the business) and the sole shareholder (owns the business). 

This answer represents the majority of limited company formations in the UK with a Limited by Shares structure.