Particularity

We describeParticularity a design principle for adaptive systems under which adaptation is driven by particular challenges that the environment poses, as opposed to average or otherwise aggregated measures of performance over many challenges. We trace the development of this “particularity”Particularity approach from the use of lexicase selection in genetic programming to “particularist” approaches to other forms of machine learningMachine learning and to the design of adaptive systems more generally.