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HAN Li-xia. Chaos Electromagnetism-Like Algorithm for Constrained Optimization Problems[J]. Journal of University of Electronic Science and Technology of China, 2014, 43(2): 278-281. doi: 10.3969/j.issn.1001-0548.2014.02.023
Citation: HAN Li-xia. Chaos Electromagnetism-Like Algorithm for Constrained Optimization Problems[J]. Journal of University of Electronic Science and Technology of China, 2014, 43(2): 278-281. doi: 10.3969/j.issn.1001-0548.2014.02.023
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Chaos Electromagnetism-Like Algorithm for Constrained Optimization Problems

doi: 10.3969/j.issn.1001-0548.2014.02.023
  • 1.

    School of Computer Science and Technology,China University of Mining & Technology Xuzhou Jiangsu 221116

  • Received Date: 2012-10-30
  • Rev Recd Date: 2013-05-12
  • Publish Date: 2014-04-15
  • A chaos electromagnetism-like method is proposed for the constrained optimization problems. The multi-objective technique is adopted to transform the constrained problems into unconstrained bi-objective optimization problems for constraints handling. The computation scheme of the charge and the force exerted on the particles were presented for the new model. In order to accelerate the convergence speed, the chaos optimization is incorporated to improve the particles. Simulation results on benchmark problems demonstrate that the proposed algorithm can find the global or approximate optimal solution quickly. Compared with the simulation results of existing algorithms, the new method is a competitive optimization method.
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    沈阳化工大学材料科学与工程学院 沈阳 110142

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Chaos Electromagnetism-Like Algorithm for Constrained Optimization Problems

doi: 10.3969/j.issn.1001-0548.2014.02.023
  • 1. School of Computer Science and Technology,China University of Mining & Technology Xuzhou Jiangsu 221116
  • Received Date: 2012-10-30
  • Rev Recd Date: 2013-05-12
  • Publish Date: 2014-04-15

Abstract: A chaos electromagnetism-like method is proposed for the constrained optimization problems. The multi-objective technique is adopted to transform the constrained problems into unconstrained bi-objective optimization problems for constraints handling. The computation scheme of the charge and the force exerted on the particles were presented for the new model. In order to accelerate the convergence speed, the chaos optimization is incorporated to improve the particles. Simulation results on benchmark problems demonstrate that the proposed algorithm can find the global or approximate optimal solution quickly. Compared with the simulation results of existing algorithms, the new method is a competitive optimization method.

HAN Li-xia. Chaos Electromagnetism-Like Algorithm for Constrained Optimization Problems[J]. Journal of University of Electronic Science and Technology of China, 2014, 43(2): 278-281. doi: 10.3969/j.issn.1001-0548.2014.02.023
Citation: HAN Li-xia. Chaos Electromagnetism-Like Algorithm for Constrained Optimization Problems[J]. Journal of University of Electronic Science and Technology of China, 2014, 43(2): 278-281. doi: 10.3969/j.issn.1001-0548.2014.02.023
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