Strong selection by herbicides, especially repeated treatment with herbicides having the same mode of action, has resulted in the wide spread evolution of herbicide resistance in populations of agricultural weeds (Jasieniuk et al., 2008; Powles and Yu, 2010; Heap, 2011).