Title :
Multiobjective Optimization by the Surrogate Worth Trade-off Method
Author :
Sakawa, Masatoshi
Author_Institution :
Department of Systems Engineering; Faculty of Engineering; Kobe University; Rokko, Nada; Kobe 657 JAPAN.
Abstract :
This paper applies the Surrogate Worth Trade-off method to multiobjective reliability-allocation problems. A multiobjective mathematical model is formulated and the problem is to assign reliability to each stage of a series system such that system reliability is maximized and cost is minimized, subject to multiple constraints. The preferred solution of the decision-maker is obtained by using the Surrogate Worth Trade-off method. A numerical example illustrates the efficiency of the proposed method. Although only a problem with two objectives is considered, more than two objectives can be tackled by the same approach.
Keywords :
Constraint optimization; Cost function; Degradation; Lagrangian functions; Mathematical model; Mathematical programming; Optimization methods; Pareto analysis; Pareto optimization; Reliability theory; Multiobjective optimization; Reliability allocation;
Journal_Title :
Reliability, IEEE Transactions on
DOI :
10.1109/TR.1978.5220397