Subheuristic search and scalability in a hyperheuristic

  title={Subheuristic search and scalability in a hyperheuristic},
  author={Robert E. Keller and Riccardo Poli},
Our previous work has introduced a {hyperheuristic} (HH) approach based on Genetic Programming (GP). There, GP employs user-given languages where domain-specific local heuristics are used as primitives for producing specialised metaheuristics (MH). Here, we show that the GP-HH works well with simple generic languages over subheuristic primitives, dealing with increases of problem size and reduction of resources. The system produces effective and efficient MHs that deliver best results known in… CONTINUE READING
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