Corpus ID: 15692368

Directed Multi-Objective Optimization

@article{Brown2005DirectedMO,
  title={Directed Multi-Objective Optimization},
  author={Martin Brown and Robert E. Smith},
  journal={Int. J. Comput. Syst. Signal},
  year={2005},
  volume={6},
  pages={3-17}
}
  • Martin Brown, Robert E. Smith
  • Published in Int. J. Comput. Syst. Signal 2005
  • Computer Science
  • While evolutionary computing inspired approaches to multi-objective optimization have many advantages over conventional approaches; they generally do not explicitly exploit directional/gradient information. This can be inefficient if the underlying objectives are reasonably smooth, and this may limit the application of such approaches to real-world problems. This paper develops a local framework for such problems by geometrically analyzing the multiobjective concepts of descent, diversity and… CONTINUE READING

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