Machine design support system using interactive evolutionary techniques

Takayuki Ochi, Masafumi Hagiwara

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

In this paper, we propose a machine design support system using evolutionary techniques. The proposed system creates "machine" which consists of multiple parts. It is composed of two phases: the fundamental-parts-generation-phase, and the machine-generation-phase where the generated parts are combined. On each phase, we use an evolutionary techniques, Genetic programming. The system generates parts themselves, uses functional parts in advance, and expresses shapes' structure by three structure. Therefore it is possible to generate various and functional designs. We have implemented the system on PC, and carried out experiments to confirm that various novel objects can be obtained.

Original languageEnglish
Title of host publicationProceedings of the IEEE International Conference on Systems, Man and Cybernetics
Pages1075-1080
Number of pages6
Volume2
Publication statusPublished - 2001
Event2001 IEEE International Conference on Systems, Man and Cybernetics - Tucson, AZ, United States
Duration: 2001 Oct 72001 Oct 10

Other

Other2001 IEEE International Conference on Systems, Man and Cybernetics
CountryUnited States
CityTucson, AZ
Period01/10/701/10/10

Fingerprint

Machine design
Genetic programming
Experiments

Keywords

  • Design support
  • Genetic algorithm
  • Genetic programming
  • Interactive evolution

ASJC Scopus subject areas

  • Hardware and Architecture
  • Control and Systems Engineering

Cite this

Ochi, T., & Hagiwara, M. (2001). Machine design support system using interactive evolutionary techniques. In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (Vol. 2, pp. 1075-1080)

Machine design support system using interactive evolutionary techniques. / Ochi, Takayuki; Hagiwara, Masafumi.

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 2 2001. p. 1075-1080.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ochi, T & Hagiwara, M 2001, Machine design support system using interactive evolutionary techniques. in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. vol. 2, pp. 1075-1080, 2001 IEEE International Conference on Systems, Man and Cybernetics, Tucson, AZ, United States, 01/10/7.
Ochi T, Hagiwara M. Machine design support system using interactive evolutionary techniques. In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 2. 2001. p. 1075-1080
Ochi, Takayuki ; Hagiwara, Masafumi. / Machine design support system using interactive evolutionary techniques. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 2 2001. pp. 1075-1080
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