The test function doesn't perform so well

Hi, @onclave 
i was using the test function like (ZDT series), the pop size is 50 and generation is 500 times. But the pareto front doesn't fit the test function shape so well. I try to adjust the parameter like mutat and crossover rate but still not work. Is there anything I made it wrong?
looking forward to your reply. thanks!