We construct quantum MDS codes with parameters ( [![ q^2+1,q^2+3-2d,d ]!] q) for all (d \leqslant q+1), (d \neq q). These codes are shown to exist by proving that there are classical generalised Reed-Solomon codes which contain their Hermitian dual. These constructions include many constructions which were previously known but in some cases these codes are new. We go on to prove that if (d\geqslant q+2) then there is no generalised Reed-Solomon ([n,n-d+1,d]{q^2}) code which contains its Hermitian dual. We also construct an ( [![ 18,0,10 ]!] _5) quantum MDS code, an ( [![ 18,0,10 ]!] _7) quantum MDS code and a ( [![ 14,0,8 ]!] _5) quantum MDS code, which are the first quantum MDS codes discovered for which (d \geqslant q+3), apart from the ( [![ 10,0,6 ]!] _3) quantum MDS code derived from Glynn’s code.