Conditioned Mutation N=128, 1-3

Figures 3.25, 3.26, 3.27.

Figure 3.25: Fitness Values with Conditioned Mutation, N=128
\includegraphics[width=4.5in]{FitnessCompare_CondMut_N128_l3n4MT8.eps}

Figure 3.26: Fitness Values with Conditioned Mutation, N=128
\includegraphics[width=4.5in]{FitnessCompare_CondMut_N128_l3n4MT8b.eps}

Figure 3.27: Fitness Values with Conditioned Mutation, N=128
\includegraphics[width=4.5in]{FitnessCompare_CondMut_N128_l3n4MT8c.eps}

As the figures show can a conditioned mutation operator not guarantee an improvement, but it enables the chance to be freed from an actual local maximum below the theoretical maximum. If the system runs 'long enough' it should finally reach it's maximum.

-->l=3, n=4,[POP]=popgen(n,l)
 l  =
 
    3.  
 n  =
 
    4.  
 POP  =
 
    1.    0.    1.  
    0.    1.    1.  
    1.    0.    0.  
    1.    1.    1.  
 
-->l=3,p=5,n=4,N=128, MT=8,show=2,[FITNESS_ALL_PERC,DIST2,STD, MEAN,
FREQ,STD1, MEAN1, FREQ1,FX, POP]=ga1(POP,l,p,n,N, MT,show)

mutation point at = (1, 1)
mutation point at = (1, 1)
mutation point at = (3, 3)
mutation point at = (2, 2)
mutation point at = (2, 2)
mutation point at = (2, 1)
mutation point at = (1, 2)
mutation point at = (1, 1)

Number of Events n * N = 512

 POP  =
 
    1.    1.    1.    1.    1.     0.0080645    0.0322581    0.    1.  
    1.    1.    1.    5.    25.    0.2016129    0.8064516    0.    1.  
    1.    1.    1.    7.    49.    0.3951613    1.5806452    0.    1.  
    1.    0.    1.    7.    49.    0.3951613    1.5806452    0.    1.  

 FX  =
 
    0.    0.      0.           0.          0.    0.  
    1.    1.      0.0019531    1.5625      0.    0.  
    2.    0.      0.           0.          0.    0.  
    3.    4.      0.0078125    6.25        0.    0.  
    4.    3.      0.0058594    4.6875      0.    0.  
    5.    176.    0.34375      275.        0.    0.  
    6.    9.      0.0175781    14.0625     0.    0.  
    7.    319.    0.6230469    498.4375    0.    0.  
 FREQ1  =
 
    0.6230469    1.  
    0.34375      1.  
    0.0175781    1.  
    0.0078125    1.  
    0.0058594    1.  
    0.0019531    1.  
    0.           2.  
 MEAN1  =
 
    0.1428571  
 STD1  =
 
    0.2335318  
 FREQ  =
 
    498.4375    1.  
    275.        1.  
    14.0625     1.  
    6.25        1.  
    4.6875      1.  
    1.5625      1.  
    0.          2.  
 MEAN  =
 
    114.28571  
 STD  =
 
    186.82542  
 DIST2  =
 
    249.21875  
 FITNESS_ALL_PERC  =
 
    50.510204  
    70.918367  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    67.346939  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    67.346939  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    81.122449  
    81.122449  
    81.122449  
    81.122449  
    81.122449  
    81.122449  
    81.122449  
    81.122449  
    81.122449  
    70.918367  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    87.755102  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    55.102041  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    63.265306  
    63.265306  
    63.265306  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    75.510204  
    63.265306  

+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 POP  =
 
    1.    0.    1.  
    0.    1.    1.  
    0.    0.    0.  
    1.    1.    0.  
 
-->l=3,p=5,n=4,N=128, MT=8,show=2,[FITNESS_ALL_PERC,DIST2,STD, MEAN,
FREQ,STD1, MEAN1, FREQ1,FX, POP]=ga1(POP,l,p,n,N, MT,show)

mutation point at = (1, 1)
mutation point at = (2, 1)
mutation point at = (3, 1)
mutation point at = (3, 2)
mutation point at = (2, 2)
mutation point at = (1, 3)
mutation point at = (2, 1)

Number of Events n * N = 512

 POP  =
 
    1.    1.    0.    6.    36.    0.2117647    0.8470588    0.    1.  
    1.    1.    1.    6.    36.    0.2117647    0.8470588    0.    1.  
    1.    1.    1.    7.    49.    0.2882353    1.1529412    0.    1.  
    1.    1.    0.    7.    49.    0.2882353    1.1529412    0.    1.  

 FX  =
 
    0.    1.      0.0019531    1.5625      0.    0.  
    1.    0.      0.           0.          0.    0.  
    2.    1.      0.0019531    1.5625      0.    0.  
    3.    5.      0.0097656    7.8125      0.    0.  
    4.    3.      0.0058594    4.6875      0.    0.  
    5.    20.     0.0390625    31.25       0.    0.  
    6.    229.    0.4472656    357.8125    0.    0.  
    7.    253.    0.4941406    395.3125    0.    0.  
 FREQ1  =
 
    0.4941406    1.  
    0.4472656    1.  
    0.0390625    1.  
    0.0097656    1.  
    0.0058594    1.  
    0.0019531    2.  
    0.           1.  
 MEAN1  =
 
    0.1425781  
 STD1  =
 
    0.2141043  
 FREQ  =
 
    395.3125    1.  
    357.8125    1.  
    31.25       1.  
    7.8125      1.  
    4.6875      1.  
    1.5625      2.  
    0.          1.  
 MEAN  =
 
    114.0625  
 STD  =
 
    171.28348  
 DIST2  =
 
    197.65625  
 FITNESS_ALL_PERC  =
 
    35.714286  
    54.081633  
    67.857143  
    67.857143  
    67.857143  
    67.857143  
    67.857143  
    69.897959  
    80.102041  
    80.102041  
    80.102041  
    80.102041  
    80.102041  
    80.102041  
    80.102041  
    80.102041  
    80.102041  
    80.102041  
    80.102041  
    63.77551   
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    66.326531  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    66.326531  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    76.530612  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    81.122449  
    81.122449  
    81.122449  
    81.122449  
    81.122449  
    81.122449  
    81.122449  
    81.122449  
    81.122449  
    74.489796  
    74.489796  
    74.489796  
    74.489796  
    76.530612  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    93.367347  
    72.959184  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
+++++++++++++++++++++++++++++++++++++++++++++++++++

 POP  =
 
    1.    1.    0.  
    0.    1.    1.  
    0.    0.    0.  
    0.    1.    1.  
 
-->l=3,p=5,n=4,N=128, MT=8,show=2,[FITNESS_ALL_PERC,DIST2,STD, MEAN,
FREQ,STD1, MEAN1, FREQ1,FX, POP]=ga1(POP,l,p,n,N, MT,show)

mutation
point at = (3, 2)
mutation point at = (4, 1)

Number of Events n * N = 512
 
POP  =
 
    1.    1.    1.    7.    49.    0.25    1.    0.    1.    1.    1.  
    1.    1.    1.    7.    49.    0.25    1.    0.    1.    1.    1.  
    1.    1.    1.    7.    49.    0.25    1.    0.    1.    1.    1.  
    1.    1.    1.    7.    49.    0.25    1.    0.    1.    1.    1.  
 FX  =
 
    0.    1.      0.0019531    1.5625      0.    0.  
    1.    0.      0.           0.          0.    0.  
    2.    2.      0.0039063    3.125       0.    0.  
    3.    3.      0.0058594    4.6875      0.    0.  
    4.    2.      0.0039063    3.125       0.    0.  
    5.    9.      0.0175781    14.0625     0.    0.  
    6.    56.     0.109375     87.5        0.    0.  
    7.    439.    0.8574219    685.9375    0.    0.  
 FREQ1  =
 
    0.8574219    1.  
    0.109375     1.  
    0.0175781    1.  
    0.0058594    1.  
    0.0039063    2.  
    0.0019531    1.  
    0.           1.  
 MEAN1  =
 
    0.1422991  
 STD1  =
 
    0.2982120  
 FREQ  =
 
    685.9375    1.  
    87.5        1.  
    14.0625     1.  
    4.6875      1.  
    3.125       2.  
    1.5625      1.  
    0.          1.  
 MEAN  =
 
    113.83929  
 STD  =
 
    238.56961  
 DIST2  =
 
    342.96875  
 FITNESS_ALL_PERC  =
 
    27.55102   
    59.693878  
    63.77551   
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    86.734694  
    74.489796  
    74.489796  
    74.489796  
    74.489796  
    74.489796  
    74.489796  
    74.489796  
    74.489796  
    74.489796  
    60.204082  
    83.163265  
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.       
    100.



Gerd Doeben-Henisch 2012-03-31