Abstract
The applicability of a biological model, based on genetic evolution, is presented for the multiobjective optimization of engineering systems. Algorithms embodying the ideas of reproduction, crossover and mutation are developed for the solution of different types of multiobjective optimization problems. Both continuous and mixed variable optimization problems are considered. The design of a truss structure for minimum weight, minimum deflection and maximum fundamental frequency of vibration is considered with constraints on the induced stresses and bounds on the cross sectional areas of its members to demonstrate application to a continuous-variable problem. The structural design along with selection of actuator locations in an actively controlled structure, for minimum energy dissipation and minimum weight, is considered to illustrate application to a mixed-variable problem.
| Original language | English |
|---|---|
| Title of host publication | American Society of Mechanical Engineers, Aerospace Division (Publication) AD |
| Editors | Walter F. Jones |
| Place of Publication | New York, NY, United States |
| Publisher | Publ by ASME |
| Pages | 29-38 |
| Number of pages | 10 |
| Volume | 38 |
| ISBN (Print) | 0791812537 |
| State | Published - Dec 1 1993 |
| Externally published | Yes |
| Event | Proceedings of the 1993 ASME Winter Annual Meeting - New Orleans, LA, USA Duration: Nov 28 1993 → Dec 3 1993 |
Other
| Other | Proceedings of the 1993 ASME Winter Annual Meeting |
|---|---|
| City | New Orleans, LA, USA |
| Period | 11/28/93 → 12/3/93 |
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ASJC Scopus subject areas
- Space and Planetary Science
- Mechanical Engineering
Cite this
Genetic algorithmic approach for multiobjective optimization of structures. / Rao, Singiresu S.
American Society of Mechanical Engineers, Aerospace Division (Publication) AD. ed. / Walter F. Jones. Vol. 38 New York, NY, United States : Publ by ASME, 1993. p. 29-38.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Genetic algorithmic approach for multiobjective optimization of structures
AU - Rao, Singiresu S
PY - 1993/12/1
Y1 - 1993/12/1
N2 - The applicability of a biological model, based on genetic evolution, is presented for the multiobjective optimization of engineering systems. Algorithms embodying the ideas of reproduction, crossover and mutation are developed for the solution of different types of multiobjective optimization problems. Both continuous and mixed variable optimization problems are considered. The design of a truss structure for minimum weight, minimum deflection and maximum fundamental frequency of vibration is considered with constraints on the induced stresses and bounds on the cross sectional areas of its members to demonstrate application to a continuous-variable problem. The structural design along with selection of actuator locations in an actively controlled structure, for minimum energy dissipation and minimum weight, is considered to illustrate application to a mixed-variable problem.
AB - The applicability of a biological model, based on genetic evolution, is presented for the multiobjective optimization of engineering systems. Algorithms embodying the ideas of reproduction, crossover and mutation are developed for the solution of different types of multiobjective optimization problems. Both continuous and mixed variable optimization problems are considered. The design of a truss structure for minimum weight, minimum deflection and maximum fundamental frequency of vibration is considered with constraints on the induced stresses and bounds on the cross sectional areas of its members to demonstrate application to a continuous-variable problem. The structural design along with selection of actuator locations in an actively controlled structure, for minimum energy dissipation and minimum weight, is considered to illustrate application to a mixed-variable problem.
UR - http://www.scopus.com/inward/record.url?scp=0027835997&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=0027835997&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:0027835997
SN - 0791812537
VL - 38
SP - 29
EP - 38
BT - American Society of Mechanical Engineers, Aerospace Division (Publication) AD
A2 - Jones, Walter F.
PB - Publ by ASME
CY - New York, NY, United States
ER -