Optimum synthesis for the biped gait mechanism using differential evolution

Translated title of the contribution: Optimum synthesis for the biped gait mechanism using differential evolution

J. S. Pantoja-García, M. G. Villarreal-Cervantes, J. C. González-Robles, G. Sepúlveda Cervantes

Research output: Contribution to journalArticlepeer-review

7 Scopus citations

Abstract

The limb design for a biped robot is a key issue to improve the locomotion and the performance of biped robots. The use of mechanism for tracking the gait is not an easy task because the degree of freedom (d . g . f) of the Cartesian space movement does not correspond to the d . g . f of the mechanism. Hence in this paper, an eight-bar planar mechanism with a one d . o . f is proposed as biped limb and the biped gait tracking behavior in the mechanism is analyzed. A numeric optimization problem is formally stated to design the proposed mechanism based on dimensional synthesis. A constraint handling mechanism is included into the differential evolution algorithm (DE) algorithm in order to obtain mechanism design with real solutions in the optimization problem and the behavior of the algorithm with different crossover parameters is analyzed. Experimental results verify the design approach in a laboratory prototype.

Translated title of the contributionOptimum synthesis for the biped gait mechanism using differential evolution
Original languageEnglish
Pages (from-to)138-153
Number of pages16
JournalRevista Internacional de Metodos Numericos para Calculo y Diseno en Ingenieria
Volume33
Issue number1-2
DOIs
StatePublished - 1 Jan 2017

Keywords

  • Biped robot
  • Differential evolution
  • Dimensional synthesis
  • Numeric optimisation
  • Optimum design

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