The main features of the nonlinear spin wave propagating in the magnonic crystal/semiconductor layered heterostructure are studied. We demonstrate the possibility of double electric and magnetic control of the gap solitons parameters (their number, threshold of formation, velocity), bistability of spin waves, switching powers and nonlinear band gap shift in investigated structure. Our results show the possibility of nonlinear magnonics and semiconductor electronics integration based on the proposed structure.