public void RecordData()
{
DestroyAllAoe();
float timeUsed = Time.time - startTime;
BossStatisticData bossStatsData = new BossStatisticData
{
timeUsed = Time.time - startTime,
playerHPLeft = Mathf.Max(0, player.GetComponent <PlayerHealth>().currentHealth),
attackUptimePercentages = player.GetComponent <PlayerRuleBased>().bossAttackUptime / timeUsed
};
BossStatistic bossStatistic = boss.GetComponent <BossStatistic>();
bossStatistic.data.Clear();
bossStatistic.data.Add(bossStatsData);
player.SetActive(false);
boss.SetActive(false);
ga.AnInstanceEnd();
}
public static float Fitness(BossStatisticData bossData)
{
float fitness = 0;
if (!(bossData.timeUsed > expect_timeUsed_toBeat * 2))
{
fitness += weight_timeUsed *
((expect_timeUsed_toBeat - Mathf.Abs(expect_timeUsed_toBeat - bossData.timeUsed)) / expect_timeUsed_toBeat);
// expect(180) - [0-360] , low distance high fitness (if timeUsed > 2* expect ) it's 0 in this part
}
float divider = 0.5f + Mathf.Abs(0.5f - expect_attackUptimePercentages);
fitness += weight_attackUptimePercent *
(expect_attackUptimePercentages - Mathf.Abs(expect_attackUptimePercentages - bossData.attackUptimePercentages)) / divider; // expect - [0-1]
int divider2 = 50 + Mathf.Abs(50 - expect_playerHP_left);
fitness += weight_playerHP_left *
(expect_playerHP_left - Mathf.Abs(expect_playerHP_left - bossData.playerHPLeft)) / (float)divider2;
fitness += bossData.IsBeaten ? weight_isBeaten : 0;
fitness = fitness / sum_weight;
return(fitness);
}
