Skip to content
master
Go to file
Code

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
 
 
 
 
 
 
 
 

README.md

Multi Expression Programming - source code

There are 6 source codes in this repository:

basic_mep.cpp - basic MEP algorithm. Solves regression and binary classification problems. This should be the starting point for everyone.

mep_multiple_pop.cpp - MEP with multiple (sub)populations for regression and binary classification problems.

mep_circuits.cpp - MEP for evolving digital circuits.

mep_threads.cpp - MEP with multiple (sub)populations evolved in different threads for regression and binary classification problems.

mep_multi_class.cpp - MEP algorithm. Solves regression and multi-class classification problems.

mep_parity_adfs.cpp - MEP algorithm with Automatically Defined Functions for even parity problems.

How to run

Take a .cpp program from src/cpp folder and compile it. You also need a dataset from the datasets folder. Make sure that you specify the path correctly.

Datasets

There are 6 datasets in this repository (check datasets folder):

building1.txt - this is a symbolic regression problem taken from PROBEN1. It is used by mep.cpp, mep_multiple_pop.cpp, mep_multi_class.cpp and mep_threads.cpp for training.

cancer1.txt - this is a classification problem taken from PROBEN1. It is used by mep.cpp, mep_multiple_pop.cpp, mep_multi_class.cpp and mep_threads.cpp for training.

2x2_multiplier.txt, 3x3_multiplier.txt - this is a problem of designing digital circuits (for 2x2 and 3x3 multiplication). It is used by mep_circuits.cpp for training.

iris.txt - a classification problem with 3 classes. It is used by mep_multi_class.cpp for training.

gene1.dt - a classification problem with 3 classes. It is used by mep_multi_class.cpp for training.

even_6_parity.txt - even parity problems with 7 inputs. It is used by mep_parity_adfs.cpp for training.

More info:

www.mepx.org

mepx.github.io

https://github.com/mepx

Discussion Group:

https://groups.google.com/d/forum/mepx

Contact author:

mihai.oltean@gmail.com

About

Multi Expression Programming - basic source code

Resources

Releases

No releases published

Packages

No packages published

Languages

You can’t perform that action at this time.