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M Example with Mutation 16888 ESD.77 Improved population fitness with 1% mutation rate Original gen 5th gen 10th gen 10011 11011 11111 01000 10111 11111 00001 11111 11011 00000 01110 11111 11011 11111 Avg Fitness Avg Fitness Avg. Fitness 2.6 4.8 49 C Massachusetts Institute of Technology -Prof de Weck and Prof Willcox Engineering Systems Division and Dept of Aeronautics and Astronautics([DPSOHZLWK0XWDWLRQ ,PSURYHGSRSXODWLRQILWQHVVZLWKPXWDWLRQUDWH 2ULJLQDOJHQ WKJHQ WKJHQ « « « $YJ)LWQHVV $YJ)LWQHVV $YJ)LWQHVV 0DVVDFKXVHWWV,QVWLWXWHRI7HFKQRORJ\3URIGH:HFNDQG3URI:LOOFR[ (QJLQHHULQJ6\VWHPV'LYLVLRQDQG'HSWRI$HURQDXWLFVDQG$VWURQDXWLFV