cliff
is a improve algorithm with lower system error of mutation dataset when there is a sequence defect in fitness space.
This repository used to carry out experiment of **cliff
algorithm:
For comparison:extrema
and RS
algorithm, and generation of dataset, are revised from @acmater repo and thanks to original paper repo:
file | description |
---|---|
step_0_gen_data | generate dataset Correct , Error and Time |
step_1_correct | compare cliff correctness with extrema and RS algorithm |
step_2_error | compare cliff system error with extrema and RS algorithm |
step_3_time | compare cliff time complexity with extrema and RS algorithm |
**Obolski, Uri, Yoav Ram, and Lilach Hadany. "Key issues review: evolution on rugged adaptive landscapes." **Reports on Progress in Physics 81.1 (2017): 012602.