Integrated analysis and design in stochastic optimization

An integrated analysis and design approach for stochastic optimization of structures is presented. The proposed procedure employs a first order second moment (FOSM) method for evaluating the constraints associated with structural safety.Two variants of the new approach are presented. The idea is to integrate the nested iterative procedures for constraint evaluation and optimum search into one. The new approach is applied to simple design examples. The results are compared to those obtained by classical stochastic optimization using the FOSM method to evaluate the constraints. Both methods are robust to a satisfactory degree and substantially reduce the computational effort.

[1]  Palle Thoft-Christensen,et al.  Reliability Analysis of Elasto-Plastic Structures , 1984 .

[2]  A. Charnes,et al.  Chance-Constrained Programming , 1959 .

[3]  R T Haftka,et al.  SIMULTANEOUS NON-LINEAR STRUCTURAL ANALYSIS AND DESIGN , 1989 .

[4]  A. M. Hasofer,et al.  Exact and Invariant Second-Moment Code Format , 1974 .

[5]  E. Nikolaidis,et al.  Reliability based optimization: A safety index approach , 1988 .

[6]  D. E. Kinser,et al.  Optimum structural design with failure probability constraints. , 1967 .

[7]  Fred Moses,et al.  A method of structural optimization based on structural system reliability , 1986 .

[8]  Dan M. Frangopol,et al.  Sensitivity of Reliability‐Based Optimum Design , 1985 .

[9]  Wilson H. Tang,et al.  Probability concepts in engineering planning and design , 1984 .

[10]  M. Rosenblatt Remarks on a Multivariate Transformation , 1952 .

[11]  R. Haftka,et al.  Integrated structural analysis and design using 3-D finite elements , 1989 .

[12]  Y. S. Feng,et al.  Optimum design, redundancy and reliability of structural systems , 1986 .

[13]  Byung Man Kwak,et al.  Sensitivity analysis for reliability-based optimization using an AFOSM method , 1987 .

[14]  Singiresu S Rao,et al.  Structural optimization by chance constrained programming techniques , 1980 .

[15]  Dan M. Frangopol,et al.  Optimization of Structural Systems under Reserve and Residual Reliability Requirements , 1989 .

[16]  Dan M. Frangopol Interactive reliability-based structural optimization , 1984 .

[17]  Ramana V. Grandhi,et al.  NEWSUMT-A: A General Purpose Program for Constrained Optimization Using Constraint Approximations , 1985 .

[18]  Palle Thoft-Christensen,et al.  Application of Structural Systems Reliability Theory , 1986 .

[19]  Singiresu S Rao Automated optimum design of wing structures: A probabilistic approach , 1986 .

[20]  Raphael T. Haftka,et al.  Integrated nonlinear structural analysis and design , 1988 .

[21]  Palle Thoft-Christensen,et al.  Structural optimization with reliability constraints , 1986 .