Title :
Fuzzy multiobject optimization for the starting design of a magnetic circuit
Author :
Srinivasan, Dipti ; Ratnajeevan, S. ; Hoole, H.
Author_Institution :
Dept. of Electr. Eng., Nat. Univ. of Singapore
fDate :
5/1/1996 12:00:00 AM
Abstract :
The optimization of electromagnetic devices to meet an object with constraints is well understood and requires a starting point for the iterative process. Further, where there are several objects, a solution that is a compromise between the competing objects has to be accepted. Traditional exact methodology-such as gradients-based minimization of a suitable object function-for such problems is costly and therefore depends all the more on a good starting design to minimize cost. This paper makes use of fuzzy concepts in an expert system framework and proposes an efficient method for finding reasonably approximate optimum solution for an electromagnetic system with competing objects. This may then be used as the starting solution for a more exact, but expensive process
Keywords :
electrical engineering; electrical engineering computing; electromagnetic devices; expert systems; fuzzy logic; iterative methods; magnetic circuits; optimisation; approximate optimum solution; electromagnetic devices optimisation; electromagnetic system; expert system; fuzzy multiobject optimization; gradients based minimization; iterative process; magnetic circuit; object function; starting design; Constraint optimization; Cost function; Design optimization; Educational institutions; Electromagnetic devices; Expert systems; Fuzzy logic; Fuzzy systems; Hybrid intelligent systems; Magnetic circuits; Minimization methods;
Journal_Title :
Magnetics, IEEE Transactions on