A Novel Harmony Search Algorithm Based on Teaching-Learning Strategies for 0-1 Knapsack Problems

@inproceedings{Tuo2014ANH,
  title={A Novel Harmony Search Algorithm Based on Teaching-Learning Strategies for 0-1 Knapsack Problems},
  author={Shouheng Tuo and Longquan Yong and Fang'an Deng},
  booktitle={TheScientificWorldJournal},
  year={2014}
}
To enhance the performance of harmony search (HS) algorithm on solving the discrete optimization problems, this paper proposes a novel harmony search algorithm based on teaching-learning (HSTL) strategies to solve 0-1 knapsack problems. In the HSTL algorithm, firstly, a method is presented to adjust dimension dynamically for selected harmony vector in optimization procedure. In addition, four strategies (harmony memory consideration, teaching-learning strategy, local pitch adjusting, and random… CONTINUE READING

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References

Publications referenced by this paper.
Showing 1-10 of 52 references

An improved harmony search based on teaching - learning strategy for unconstrained optimization problems

  • L. Yong S. Tuo, T. Zhou
  • Mathematical Problems in Engineering
  • 2013

An improved harmony search based on teaching-learning strategy for unconstrained optimization problems,”Mathematical

  • S. Tuo, L. Yong, T. Zhou
  • Problems in Engineering,
  • 2013
1 Excerpt

Comparative performance of an elitist teaching-learning-based optimization algorithm for solving unconstrained optimization problems

  • R. Rao, V. Patel
  • International Journal of Industrial Engineering…
  • 2013
2 Excerpts

A fast and accurate solution of constrained optimization problems using a hybrid bi-objective and penalty function approach

  • R.Datta andK.Deb
  • Proceedings of the IEEE Congress on Evolutionary…
  • 2012
1 Excerpt

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