In this paper, we study the spatial disorder of coupled discrete nonlinear Schrödinger ͑CDNLS͒ equations with piecewise-monotone nonlinearities. By the construction of horseshoes, we show that the CDNLS equation possesses a hyperbolic invariant Cantor set on which it is topological conjugate to the full shift on N symbols. The CDNLS equation exhibits spatial disorder, resulting from the strong amplitudes and stiffness of the nonlinearities in the system. The complexity of the disorder is determined by the oscillations of the nonlinearities. We then apply our results to CDNLS equations with Kerr-like nonlinearity. We shall also show some patterns of the localized solutions of the CDNLS equation.Systems of CNLS equations arise in many fields of physics, including condensed matter, hydrodynamics, optics, plasmas, and Bose-Einstein condensates ͑BECs͒ ͑see e.g., Refs. 1, 4, 8, and 15͒. The coupling constants  ij are the interaction between the ith and the jth component of the system. The interaction is attractive if  ij Ͻ 0 and repulsive if  ij Ͼ 0. In the presence of strong periodic trapped potentials, a CNLS equation can be approximated by a CDNLS equation. Equation ͑1.1͒ a͒ Electronic