Cellular automata approach to scheduling problem

@article{Swiecicka2000CellularAA,
  title={Cellular automata approach to scheduling problem},
  author={Anna Swiecicka and Franciszek Seredynski},
  journal={Proceedings International Conference on Parallel Computing in Electrical Engineering. PARELEC 2000},
  year={2000},
  pages={29-33}
}
In the paper we propose using cellular automata (CAs) to solve a problem of scheduling tasks of a parallel program in the two processor system. We examine a hypothesis that a nonlinear structure of a program graph can be approximated by a linear CA structure. Corresponding CAs solving the scheduling problem act according to some rules which must be found. Searching effective rules is conducted with the use of a genetic algorithm (GA). We show that for any initial allocation of tasks, a CA with… CONTINUE READING