In 2014, variational principles were part of a hybrid strategy, called noisy intermediate-scale quantum (NISQ) computing, to combine powerful but imperfect quantum computers coupled with classical computers. The first proposals included a variational quantum eigensolver to exploit quantum phenomena to simulate atoms and small molecules using variational methods and an approximate optimization algorithm.