TY - GEN
T1 - Emergence system of pattern design showing natural impression
AU - Kamahara, Yuki
AU - Aoyama, Hideki
AU - Oya, Tetsuo
PY - 2012/12/1
Y1 - 2012/12/1
N2 - In recent years, design is becoming increasingly important due to advancement of product function, which makes it increasingly difficult to differentiate product quality. Coupled with the growing demands for shorter product development lead time, systems which can create design plans effectively at the initial stage of design are indispensable. The objective of this study is to develop a system which can create designs with natural impression by quantifying natural phenomenon, mainly pattern designs like polka dots and leaf designs. The authors constructed the system using a neural network simulating the structure of the human brain and genetic algorithms simulating the heredity of living things. The effectiveness of the system was validated by using it to create design examples.
AB - In recent years, design is becoming increasingly important due to advancement of product function, which makes it increasingly difficult to differentiate product quality. Coupled with the growing demands for shorter product development lead time, systems which can create design plans effectively at the initial stage of design are indispensable. The objective of this study is to develop a system which can create designs with natural impression by quantifying natural phenomenon, mainly pattern designs like polka dots and leaf designs. The authors constructed the system using a neural network simulating the structure of the human brain and genetic algorithms simulating the heredity of living things. The effectiveness of the system was validated by using it to create design examples.
UR - http://www.scopus.com/inward/record.url?scp=84884640685&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84884640685&partnerID=8YFLogxK
U2 - 10.1115/DETC2012-71001
DO - 10.1115/DETC2012-71001
M3 - Conference contribution
AN - SCOPUS:84884640685
SN - 9780791845011
T3 - Proceedings of the ASME Design Engineering Technical Conference
SP - 637
EP - 644
BT - ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2012
T2 - ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2012
Y2 - 12 August 2012 through 12 August 2012
ER -