Title :
Interactive Multiobjective Optimization by the Sequential Proxy Optimization Technique (SPOT)
Author :
Sakawa, Masatoshi
Author_Institution :
Department of Systems Engineering; Faculty of Engineering; Kobe University; Rokko, Nada; Kobe 657 JAPAN.
Abstract :
A new interactive, multiobjective, decision-making technique for obtaining the preferred solution of the decision maker from among a Pareto optimal solution set is called the sequential proxy optimization technique, SPOT. A time-sharing computer program for this interactive procedures implements man-machine interactive procedures. This paper summarizes the theoretical framework of SPOT and applies it to reliability design of a series-parallel system. The details of SPOT and the interaction processes to solve an illustrative example are in a separately available Supplement.
Keywords :
Decision making; Delta modulation; Design optimization; Lagrangian functions; Man machine systems; Mathematical model; Reliability theory; Time sharing computer systems; Interactive multiobjective decision-making; Pareto optimal solution; Preferred solution; Reliability design; SPOT;
Journal_Title :
Reliability, IEEE Transactions on
DOI :
10.1109/TR.1982.5221434