The uncrossed cable connection layout (UCCL) was found by heuristic method. The UCCL was optimized simultaneously with the wind turbines’ positions. The proposed method outperformed than traditional method by getting a lower LPC. The optimized layout reduced LPC by 5.00% than reference wind farm.