Co-evolution of morphology and walking pattern of biped humanoid robot using evolutionary computation - Designing the real robot -

Ken Endo, Takashi Maeno, Hiroaki Kitano

研究成果: Conference article査読

9 被引用数 (Scopus)

抄録

In this paper, a method for co-evolving morphology and controller of real biped walking robot is proposed using evolutionary computation. Although certain control theory exists, such as zero moment point (ZMP) compensation, these theories assume humanoid robot morphology is given in advance. Thus, engineers have to design control program for apriori designed morphology. If morphology and locomotion are considered simultaneously, we do not have to spare time with trial-and-error. The detail model of morphology is used for morphology in which the characteristics of servo module are considered. As the controller, pattern generators are used. The biped walking robot which can walk the longest distance are designed with two step genetic algorithm. As a result, the detail model of the robot which can walk the longest distance is generated from limited size of chromosomes. Moreover, emerged result of cauluration is used for design of the real biped walking robot.

本文言語English
ページ(範囲)1362-1367
ページ数6
ジャーナルProceedings - IEEE International Conference on Robotics and Automation
1
出版ステータスPublished - 2003
イベント2003 IEEE International Conference on Robotics and Automation - Taipei, Taiwan, Province of China
継続期間: 2003 9 142003 9 19

ASJC Scopus subject areas

  • ソフトウェア
  • 制御およびシステム工学
  • 人工知能
  • 電子工学および電気工学

フィンガープリント

「Co-evolution of morphology and walking pattern of biped humanoid robot using evolutionary computation - Designing the real robot -」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル