You have a right to begin eviction proceedings against your tenants. In some cases, you may have to have reasons for evicting a tenant. In other cases, you will simply have to follow the correct legal process.
Your tenancy agreement can give you additional rights, beyond those afforded to you in legislation. When drawing up a tenancy agreement, remember that any terms which are seen to be unfair are unenforceable.