Evolutionary Synthesis Algorithm - Genetic Operators Tuning

Abstract:- This paper presents the evaluation and fine-tuning of different values of genetic operators in the process of optimizing the designs of the integrated circuits. Due to the increasing usage of the evolutionary optimization in the area of the integrated circuit design, there is a need to find a proper combination of genetic operators parameters ’ value. We investigated the interdependence of various values of these parameters and their influence on the quality of the final solution. Generally, the quality of solution is influenced by parameters and the input design. Therefore, it is important to perform this kind of evaluation each time we are searching the optimal values of the genetic operators for some new problem to be solved. Key-Words:- evolutionary, scheduling, allocation, genetic operators, tunin