Strange attractors are a type of fractal structure in the phase space of a dynamical system that exhibit chaotic behavior, meaning that trajectories of the system never settle into a fixed point or periodic orbit. They are crucial in understanding complex systems because they demonstrate how deterministic rules can lead to unpredictable and seemingly random outcomes in nonlinear systems.