This links it to Bayesian optimization.

Source: Deep Learning on Medium

Progressive Neural Architecture Search (PNAS) proposes to use what is called a sequential model-based optimisation (SMBO) strategy, rather than the reinforcement learning used in NASNet. With SMBO, instead of randomly grabbing and…