Automated design of local search algorithms: Predicting algorithmic components with LSTM

Weiyao Meng, Rong Qu

Abstract: Highlights•The design of local search algorithms is defined as a sequence classification task.•LSTM is applied to forecast algorithmic components for automated composition.•LSTM has a better classification performance as compared with other classifiers.•Key features for sequence classification are identified to support algorithm design.