Innovative learning ability is the core competitiveness of university students, the essential ability of university students to solve problems and a fundamental quality that can be universally applied by university students in both theoretical and practical spheres. This paper analyses the necessity of innovative learning ability cultivation for engineering students in applied universities, and introduces constructivist learning theory into curriculum teaching. The logistic function is improved as 1/(1 +