In this project, various optical systems adjust on their own to approach the best image possible. In one realization, a telescope made of four non-contiguous segment mirrors, mimics a space telescope. Without a wave front sensor, the system optimizes itself by simulated annealing in hardware. In other active optics realizations, simpler telescopes are being adjusted by the same optimization scheme. Various approaches to stochastic optimizations are compared to more directional searches.