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 language | English |
|---|---|
| Title of host publication | Proceedings of the ASME Design Engineering Technical Conference |
| Pages | 945-950 |
| Number of pages | 6 |
| Volume | 2 B |
| Publication status | Published - 2003 |
| Externally published | Yes |
| Event | 2003 ASME Design Engineering Technical Conferences and Computers and Information in Engineering Conference - Chicago, IL Duration: 2003 Sep 2 → 2003 Sep 6 |
Other
| Other | 2003 ASME Design Engineering Technical Conferences and Computers and Information in Engineering Conference |
|---|---|
| City | Chicago, IL |
| Period | 03/9/2 → 03/9/6 |
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Keywords
- Computer Aided Design
- Design Optimization
- Immune Algorithms
- Job-Shop Scheduling Problem
ASJC Scopus subject areas
- Engineering(all)
Cite this
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 proceeding › Conference contribution
}
TY - GEN
T1 - A study on immune algoriths considering interaction of design with environment properties
AU - Miyashita, Tomoyuki
AU - Yamakawa, Hiroshi
PY - 2003
Y1 - 2003
N2 - 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.
AB - 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.
KW - Computer Aided Design
KW - Design Optimization
KW - Immune Algorithms
KW - Job-Shop Scheduling Problem
UR - http://www.scopus.com/inward/record.url?scp=1842711665&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=1842711665&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:1842711665
VL - 2 B
SP - 945
EP - 950
BT - Proceedings of the ASME Design Engineering Technical Conference
ER -