Training plan evolution based on training models

  title={Training plan evolution based on training models},
  author={David Schaefer and Alexander Asteroth and Melanie Ludwig},
  journal={2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA)},
Training models have been proposed to model the effect of physical strain on fitness. In this work we explore their use not only for analysis but also to generate training plans to achieve a given fitness goal. These plans have to include side constraints such as, e.g., maximal training loads. Therefore plan generation can be treated as a constraint satisfaction problem and thus can be solved by classical CSP solvers. We show that evolutionary algorithms such as differential evolution or CMA-ES… CONTINUE READING