2002 Fiscal Year Final Research Report Summary
Evolutionary Design by means of Genetic Programming
| Project/Area Number |
13480088
|
|---|
| Research Category |
Grant-in-Aid for Scientific Research (B)
|
| Allocation Type | Single-year Grants |
|---|
| Section | 一般 |
|---|
| Research Field |
Intelligent informatics
|
|---|
| Research Institution | The University of Tokyo |
|---|
Principal Investigator |
IBA Hitoshi The University of Tokyo, Graduate School of Frontier Sciences, Associate Professor, 大学院・新領域創成科学研究科, 助教授 (40302773)
|
|---|
| Co-Investigator(Kenkyū-buntansha) |
ISHIZUKA Mitsuru The University of Tokyo, Graduate School of Information Science and Technology, Professor, 大学院・情報理工学研究科, 教授 (50114369)
|
|---|
| Project Period (FY) |
2001 – 2002
|
| Keywords | Genetic Programming / Evolutionary Computation / Evolvable Hardwar / Genome Networks / Evolutionary Robotics / Genetic Algorithms / Linear Genome / lnteractive Evolution |
|---|
| Research Abstract |
Evolvable Hardware (EHW) is a hardware which modifies its own hardware structure according to the environmental changes. EHW is implemented on a programmable logic device (PLD), whose architecture can be altered by downloading a binary bit string, I.e., architecture bits. In this research, we have used Genetic Programming for the purpose of the evolutionary design. In designing a hardware, key issues are robustness and flexibility. The proposed GP-based design has been proven to be useful for the wide area of applications,, such as evolutionary robotics, circuit designs, and gene regulatory network inferences. The effectiveness of our approach is shown by comparative experiments and successful applications.
|
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
[Publications] Ando,S., Ishizuka,M., Iba,H. , eds. by Ghosh,A., Tsutsui,S.: "Evolving Analog Circuits by Variable Length Chromosomes, In Advances in Evolutionary Computing ―Theory and Applications,"Springer. 643-662 (2003)
Description
「研究成果報告書概要(欧文)」より
