Offline gain optimization in kinodynamic motion planning based on a harmonic potential field

Kimiko Motonaka, Keigo Watanabe, Shoichi Maeyama

研究成果査読

2 被引用数 (Scopus)

抄録

A method of automatically optimizing gains is described for kinodynamic motion planning related to a controlled system consisting of a point mass. Kinodynamic motion planning proposed by Masoud has some gains and it is difficult to optimize such gains manually due to its interaction. Note, however, that any method for optimizing the gains has not been mentioned yet. Therefore, a method for optimizing all gains included in the kinodynamic motion planning is proposed by using a genetic algorithm.

本文言語English
ページ(範囲)47-54
ページ数8
ジャーナルArtificial Life and Robotics
19
1
DOI
出版ステータスPublished - 2月 2014

ASJC Scopus subject areas

  • 生化学、遺伝学、分子生物学(全般)
  • 人工知能

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