Particle swarm optimization for time series motif discovery.

•We consider the task of finding repeated segments or motifs in time series.•We propose a new standpoint to the task: formulating it as an optimization problem.•We apply particle swarm optimization to solve the problem.•The proposed solution finds comparable motifs in substantially less time.•The proposed standpoint brings in an unprecedented degree of flexibility to the task.