Are plants capable of moving

no, but the roots of the plant can as it grows

There are basically two kinds of movement that can be seen within the plant kingdom: "Rapid Plant Movement" and "Tropisms" ... The second type is plants capable of moving their leaves and leaflets, for instance the Mimosa pudica, also known as the "Sleepy Plant" or the "Shy Plant".