DESIGN OF NAIVE BAYES TO RESOLVE THE DESIGN PROBLEMS IN MICROSTRIP PATCH ANTENNA

In this document, Naïve Bayes (NB) was suggested to mitigate antenna problems. The algorithm has been followed for the global and local search phases by a four-fold population division. In addition, the probability of switching was reduced exponentially in relation to iterations to balance local and global search. This algorithm has also been applied to antenna design problems for experimental testing. In order to achieve the minimum radiation pattern, antenna irradiation in the undesired direction is prevented by the optimization of the micro-strip patch antenna array (MPA). The algorithm results are compared to the popular algorithms for the same problems.