Commit a87d11b9 authored by Florian Leprêtre's avatar Florian Leprêtre
Browse files

update readme

parent bc587738
......@@ -119,4 +119,17 @@ cli_restart.py problem=nkl,size=10,k=1 \
algo=die,target=max,algo_restarts=10 \
initial_sample=10,max_sample=100,restarts=100,iterations=100 \
analysis=optimizer,logfile=out_optim.csv
```
\ No newline at end of file
```
#### Plots
Plot mean absolute error or optimization.
```sh
python analysis/plot_mae.py out_fit.csv # [out_fit2.csv out_fit3.csv ...]
python analysis/plot_optim.py out_optim.csv # [out_optim2.csv out_optim3.csv ...]
```
#### More
More experiments are available in the run/params.txt file.
#######
# FIT #
#######
##################################
# SAMPLE NK-Landscapes (N=10, K=1)
##################################
# N10K1
problem=nkl,size=10,k=1 none none none none analysis=fitter,logfile=out_sample.csv
problem=nkl,size=10,k=1 model=lasso,alpha=1e-5 surrogate=walsh,order=2 algo=fitter,algo_restarts=10 sample=100,step=10 analysis=fitter,logfile=out_fit.csv,testfile=out_sample.csv
# 10,000 examples
problem=nkl,size=10,k=1 none none none none analysis=sampler,sample_size=10000,logfile=out_sample.csv
##################################
# FIT NK-Landscapes (N=10, K=1)
##################################
# Gaussian Process
problem=nkl,size=10,k=1 model=gaussianprocess,alpha=1e-5 surrogate=gaussianprocess algo=fitter,algo_restarts=10 sample=100,step=10 analysis=fitter,logfile=out_fit_gp.csv,testfile=out_sample.csv
# Multilinear
problem=nkl,size=10,k=1 model=lasso,alpha=1e-5 surrogate=multilinear,order=2 algo=fitter,algo_restarts=10 sample=100,step=10 analysis=fitter,logfile=out_fit_multilinear.csv,testfile=out_sample.csv
# Walsh
problem=nkl,size=10,k=1 model=lasso,alpha=1e-5 surrogate=walsh,order=2 algo=fitter,algo_restarts=10 sample=100,step=10 analysis=fitter,logfile=out_fit_walsh.csv,testfile=out_sample.csv
##################################
# OPTIM NK-Landscapes (N=10, K=1)
##################################
problem=nkl,size=10,k=1 model=gaussianprocess,alpha=1e-5 surrogate=gaussianprocess algo=ego,target=max,algo_restarts=10 initial_sample=10,max_sample=100,restarts=100,iterations=100 analysis=optimizer,logfile=out_optim_gp_ego.csv
problem=nkl,size=10,k=1 model=lasso,alpha=1e-5 surrogate=multilinear,order=2 algo=sie,target=max,algo_restarts=10 initial_sample=10,max_sample=100,restarts=100,iterations=100 analysis=optimizer,logfile=out_optim_multilinear_sie.csv
problem=nkl,size=10,k=1 model=lasso,alpha=1e-5 surrogate=walsh,order=2 algo=die,target=max,algo_restarts=10 initial_sample=10,max_sample=100,restarts=100,iterations=100 analysis=optimizer,logfile=out_optim_walsh_die.csv
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment