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Simulation of Interactive Adaptation between Bipedal Walking and Body Shape using Biomechanical Model and Genetic Algorithm.

Research Project

Project/Area Number 07640956
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 人類学(含生理人類学)
Research InstitutionKeio University

Principal Investigator

YAMAZAKI Nobutoshi  Keio University, Faculty of Science and Technology, Department of Mechanical Engineering, Professor, 理工学部, 教授 (70101996)

Project Period (FY) 1995 – 1996
Project Status Completed (Fiscal Year 1996)
Budget Amount *help
¥1,900,000 (Direct Cost: ¥1,900,000)
Fiscal Year 1996: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 1995: ¥1,100,000 (Direct Cost: ¥1,100,000)
KeywordsErect bipedal walking / Evolution / Adaptation / Neuro-musculo-skeletal model / Synthesis of walking / Genetic algorithm / Computer simulation / Artificial life
Research Abstract

The acquisition process of human bipedal walking was simulated using a neuro-musculo-skeletal model and genetic algorithm, assuming that body proportion had been formed to adapt to the locomotion under a certain evolutional strategy. The two dimensional model was constructed as ten rigid links with twenty-six muscles and eighteen neural oscillators. Bipedal locomotion was generated by a mutual entrainment between the neural rhythm and the body oscillation as multi rigid pendulums. The evolutional strategy was defined to decrease energy consumption and muscular fatigue, and used as a fitness in the genetic algorithm. Body proportion and posture were modified by muscular tensions and joint extensions in the generated walking. The number of individuals in the genetic algorithm was fifty, and the reproduction was performed five thousand times. As a result, body proportion changed from the initial prportion referred to chimpanzee to modern proportion of man, and body size also nearly reached the size of man. The adaptational process of the simulated evolution shows that the early erection of the upper torso and the constant elongation of the leg should be occurred in man. These results help us to understand the origin of man and adaptation of the locomotion. The walking of a Neanderthal infant that was discovered in 1993 was restored by using this simulation technique as an application.

Report

(3 results)
  • 1996 Annual Research Report   Final Research Report Summary
  • 1995 Annual Research Report
  • Research Products

    (9 results)

All Other

All Publications (9 results)

  • [Publications] Yamazaki,Nobutoshi: "Biomechanical Analysis of the Development of Human Bipedal Walking by a Neure-Musculo-Skeletal Model" Folia Prima to logica. 66. 253-271 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 山崎信寿: "コンピューターシミュレーションによる化石動物の生体力学的運動復元" 化石研究会会誌. 29. 4-12 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Ogihara,Naomichi: "Generation of Autonomous Walking Based on Human MillRtic Neuro-Musculo-Skeletal Model" Abstracts of 10th Conference of the European Society of Biomechanics, August 28-31(1996)Levven. 344 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Yamazaki, N.: "Biomechanical analysis of the development of human bipedal walking by a neuro-musculo-skeletal model." Folia Primatologica. Vol.66. 253-271 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Yamazaki, N.: "Biomechanical restoration of fossil animal's locomotion by computer simulation" Journal of Fossil Research (in Japanese). Vol.29. 4-12 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Ogihara, N.: "Generation of autonomous walking based on human mimetic neuro-musculo-skeletal model" Abstract of 10th Conference of the European Society of Biomechanics, August 28-31, Leuven. 344 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Yamazaki,Nobutoshi: "Biomechanical Analysis of the Development of Human Bipedal Walking bja Neuro-Musculo-Skeletal Model" Folia Primatologica. 66. 253-271 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 山崎信寿: "コンピューターシミュレーションによる化石動物の生体力学的運動復元" 化石研究会会誌. 29. 4-12 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Ogihara,Naomichi: "Generation of Autonomous Walking Based On Human Mimetic Neuro-Musculo-Skeletal Model" Abstracts of 10th Conference of the European Society of Biomechanics,August 28-31, (1996) Leuven. 344 (1996)

    • Related Report
      1996 Annual Research Report

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Published: 1995-04-01   Modified: 2016-04-21  

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