Is it correct to begin a new sentence with the word and?

Schoolteachers would tell you that it is forbidden to begin a sentence with the Word 'and'. This could well be a myth as writers have been using it this way for many years. However, you should be encouraged to form more complex sentences by not allowing the use of a conjunction to start a sentence