The interrelation between two theories, theory of complexity and theory of systems, is analyzed by using the chemical graph-theoretical concept. The idea of complexity is systemized through three components: diachronic, synchronic, and combinatorial complexity. The relationships between entropy and complexity, as well as the problem of function are also discussed.