Topology optimum design of compliant mechanisms using modified ant colony optimization

  • Yoo, Kwang-Seon
  • Han, Seog-Young
Citations

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18
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19

초록

A Modified ant colony optimization (MACO) algorithm was suggested for topology optimal design of compliant mechanisms since standard ACO cannot provide an appropriate optimal topology. In order to improve computational efficiency and suitability of standard ACO algorithm in topology optimization for compliant mechanisms, a continuous variable, called the "Element contribution significance (ECS)," is employed, which serves to replace the positions of ants in the standard ACO algorithm, and assess the importance of each element in the optimization process. MACO algorithm was applied to topology optimizations of both linear and geometrically nonlinear compliant mechanisms using three kinds of objective functions, and optimized topologies were compared each other. From the comparisons, it was concluded that MACO algorithm can effectively be applied to topology optimizations of linear and geometrically nonlinear compliant mechanisms, and the ratio of Mutual potential energy (MPE) to Strain energy (SE) type of objective function is the best for topology optimal design of compliant mechanisms.

키워드

Compliant mechanismsGeometrically nonlinearModified ant colony algorithm (MACO)Topology optimizationAlgorithmsArtificial intelligenceCompliant mechanismsComputational efficiencyMechanismsOptimal systemsPotential energyShape optimizationStrain energyTopologyAnt colony algorithmsContinuous variablesGeometrically nonlinearMutual potential energiesObjective functionsOptimal topologiesOptimized topologyOptimum designsAnt colony optimization
제목
Topology optimum design of compliant mechanisms using modified ant colony optimization
저자
Yoo, Kwang-SeonHan, Seog-Young
DOI
10.1007/s12206-015-0729-2
발행일
2015-08
유형
Article
저널명
Journal of Mechanical Science and Technology
29
8
페이지
3321 ~ 3327