A study on immune algoriths considering interaction of design with environment properties

Tomoyuki Miyashita, Hiroshi Yamakawa

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

Abstract

In design problems, designers have to decide many properties of products to satisfy requirements from users or market. The designers also have to consider the environment under the use of the products and the environment is often unpredictable or difficult to be determined in detail. The optimization techniques are useful to support the designers to decide the properties of the product. However, it is required before the application of the optimization techniques to formulate mathematical models and it is difficult to formulate the all properties of products, for examples preferences of the customer. In this situation, it seems to be useful to derive several solutions that equip the variety or diversity about the value of design variables or objective functions. In this paper, the new method to derive several solutions using immune algorithms is described. The proposed method equips the interaction mechanism between the design parameter and the environment parameters. Through some numerical examples of the structural design problems and job-shop scheduling problems, the effectiveness is confirmed.

Original languageEnglish
Title of host publicationProceedings of the ASME Design Engineering Technical Conference
Pages945-950
Number of pages6
Volume2 B
Publication statusPublished - 2003
Externally publishedYes
Event2003 ASME Design Engineering Technical Conferences and Computers and Information in Engineering Conference - Chicago, IL
Duration: 2003 Sep 22003 Sep 6

Other

Other2003 ASME Design Engineering Technical Conferences and Computers and Information in Engineering Conference
CityChicago, IL
Period03/9/203/9/6

Fingerprint

Structural design
Mathematical models
Job shop scheduling

Keywords

  • Computer Aided Design
  • Design Optimization
  • Immune Algorithms
  • Job-Shop Scheduling Problem

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Miyashita, T., & Yamakawa, H. (2003). A study on immune algoriths considering interaction of design with environment properties. In Proceedings of the ASME Design Engineering Technical Conference (Vol. 2 B, pp. 945-950)

A study on immune algoriths considering interaction of design with environment properties. / Miyashita, Tomoyuki; Yamakawa, Hiroshi.

Proceedings of the ASME Design Engineering Technical Conference. Vol. 2 B 2003. p. 945-950.

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

Miyashita, T & Yamakawa, H 2003, A study on immune algoriths considering interaction of design with environment properties. in Proceedings of the ASME Design Engineering Technical Conference. vol. 2 B, pp. 945-950, 2003 ASME Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Chicago, IL, 03/9/2.
Miyashita T, Yamakawa H. A study on immune algoriths considering interaction of design with environment properties. In Proceedings of the ASME Design Engineering Technical Conference. Vol. 2 B. 2003. p. 945-950
Miyashita, Tomoyuki ; Yamakawa, Hiroshi. / A study on immune algoriths considering interaction of design with environment properties. Proceedings of the ASME Design Engineering Technical Conference. Vol. 2 B 2003. pp. 945-950
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