Bagi,
British people call it Search Engine Optimisation and American people call it Search Engine Optimization so they are both correct depending on the country you come from
When I used to do SEO services, I usually write it as follows: Search Engine Optimisation and then put the American version in bracket (Search Engine Optimization ) so that search engine both British and American will be targeted.