L-Dominance: A New Mechanism Combining ε-Dominance and Pareto Knee Exploitation in Evolutionary Multi-objective Optimization

@inproceedings{Hancock2015LDominanceAN,
  title={L-Dominance: A New Mechanism Combining ε-Dominance and Pareto Knee Exploitation in Evolutionary Multi-objective Optimization},
  author={Braden Hancock and Tim B. Nysetvold and Christopher A. Mattson},
  year={2015}
}
In Evolutionary Multi-objective Optimization (EMO), the mechanism of -dominance has received a lot of attention because of its ability to guarantee convergence near the Pareto frontier and maintain diversity among solutions at a reasonable computational cost. A significant weakness of this mechanism is its inability to also identify and exploit knee regions of the Pareto frontier, which are frequently the regions of the frontier that are most interesting to the user. We therefore propose a new… CONTINUE READING

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