This paper elucidates the origin of the most fundamental question in quantum mechanics i.e. what is the origin of wave theory of matter? This paper MUST be read together with our two other papers, arXiv:1409.7156 and J. Phys.: Cond. Matter Vol. 25, 382205 (2013), for proper appreciation of our ideas.