For some plants yes you can do this but for the majority of Invasive species like Japanese Knotweed & horsetail you may actually be doing more harm than good. These plants are very good at surviving and pulling out may simply shift the growth to another area (like a neighbours!) which can open up all kinds of problems. Our advice would be to contact a suitably qualified contractor for advice to tackle the problem.