Analysis of global exploration of island model genetic algorithm
Bogdan Artyushenko · International Conference on Experience of Designing and Applications of CAD Systems in Microelectronics · 2009
Island model genetic algorithms are fast spreading optimization method because of their parallel nature. We focus on the global exploration capabilities of mutation-based algorithms. Using a simple bimodal test function and rigorous runtime analyses, we compare well-known transfer techniques of island model genetic algorithms.