Single- versus Multiobjective Optimization for Evolution of Neural Controllers in Ms. Pac-Man

Table 1

The training results.

Run	PAESNet_F		PAESNet_V		PAESNet_M
	Score	Neurons	Score	Neurons	Score	Neurons
1	6710	20	7190	13	7170	7
2	7050	20	5810	11	5690	10
3	7290	20	6260	11	6400	8
4	7190	20	5450	6	4940	5
5	7430	20	5190	8	4670	9
6	6930	20	5520	6	5990	6
7	7080	20	6650	11	5280	9
8	7280	20	5980	9	5260	9
9	7320	20	5500	12	6120	8
10	7330	20	5800	10	5820	9
Min	6710	20	5190	6	4670	5
Max	7430	20	7190	13	7170	10
Mean	7161	20	5935	9.7	5734	8
SD	219.47	0	612.78	2.41	739.58	1.56

Score: best score; Neurons: number of hidden neurons.