https://github.com/nsmryan/rgep
A Robust Gene Expression Programming (RGEP) implementation in Rust
https://github.com/nsmryan/rgep
ga gene-expression-programming genetic-algorithm rgep rust wip
Last synced: about 2 months ago
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A Robust Gene Expression Programming (RGEP) implementation in Rust
- Host: GitHub
- URL: https://github.com/nsmryan/rgep
- Owner: nsmryan
- License: apache-2.0
- Created: 2019-01-23T03:11:12.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2020-07-19T17:29:57.000Z (almost 6 years ago)
- Last Synced: 2023-10-20T22:08:03.777Z (over 2 years ago)
- Topics: ga, gene-expression-programming, genetic-algorithm, rgep, rust, wip
- Language: Rust
- Homepage:
- Size: 158 KB
- Stars: 3
- Watchers: 3
- Forks: 1
- Open Issues: 12
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Metadata Files:
- Readme: README.markdown
- License: LICENSE_APACHE2
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README
# RGEP
This is an implementation of Robust Gene Expression Programming (RGEP). This algorithm
was described in "Robust Gene Expression Programming: Treeless Expression Trees", my
master's thesis.
During grad school, I implemented this algorithm in Haskell. This implementation
is in Rust, making use of some similar ideas but starting fresh. I now prefer the
determinism of Rust, so I wanted to have this algorithm implemented in a fairly
fast way so I could experiment with it and Genetic Algorithms.
There is not likely much to see here, unless you are interested in RGEP or
Gene Expression Programming, which is quite cool. There is a fast implementation
of Point Mutation that could be used in other Genetic Algorithm code.
This software is licensed under MIT and Apache 2, whichever you prefer.