Despite great advances in both algorithms and computer technology, even typical cases of many well-known mathematical optimization problems are too difficult to be solved on today's computers. Unconventional approaches that break with the usual paradigms of digital electronic computers can help overcome these limitations. Optical spin glass simulation is a novel method for solving such computationally intensive problems more efficiently.