A cooperative hyper-heuristic search framework

@article{Ouelhadj2010ACH,
  title={A cooperative hyper-heuristic search framework},
  author={Djamila Ouelhadj and Sanja Petrovic},
  journal={Journal of Heuristics},
  year={2010},
  volume={16},
  pages={835-857}
}
In this paper, we aim to investigate the role of cooperation between low level heuristics within a hyper-heuristic framework. Since different low level heuristics have different strengths and weaknesses, we believe that cooperation can allow the strengths of one low level heuristic to compensate for the weaknesses of another. We propose an agent-based cooperative hyper-heuristic framework composed of a population of heuristic agents and a cooperative hyper-heuristic agent. The heuristic agents… CONTINUE READING

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References

Publications referenced by this paper.
SHOWING 1-10 OF 44 REFERENCES

Hyper-Heuristics: An Emerging Direction in Modern Search Technology

Edmund Burke, Graham Kendall, +3 authors Sonia Schulenburg
  • Handbook of Metaheuristics
  • 2003
VIEW 10 EXCERPTS
HIGHLY INFLUENTIAL

Tutorials in Optimization and Decision Support Techniques

R. Ruiz, C. Maroto
  • European Journal of Operational Research,
  • 2005
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

A comprehensive analysis of hyper - heuristics

E. Özcan, B. Bilgin
  • Intelligent Data Analysis
  • 2008

A cooperative distributed Hyper-Heuristic framework for scheduling

  • 2008 IEEE International Conference on Systems, Man and Cybernetics
  • 2008