earaujoassis / evolve

A library for Evolutionary Computation algorithms

Evolve

A library for Evolutionary Computation algorithms

Evolve is a C library for metaheuristics algorithms. They are: genetic algorithm, In Vitro Fertilization genetic algorithm (IVF-GA), ev (a very simple metaheuristic introduced in Evolutionary Computation, by Kenneth De Jong), and some other implementation stubs.

Build & Install

You must install Autotools before attempting to build & install it.

$ autoreconf -i
$ ./configure
$ make
$ make install

Running the examples

$ autoreconf -i
$ mkdir -p build
$ CPPFLAGS=-I$PWD/build/include LDFLAGS=-L$PWD/lib ./configure --prefix=$PWD/build --disable-shared
$ make thirdparty
$ make
$ make install
$ make examples
$ examples/bin/2d-parabola
$ examples/bin/m-01-knapsack examples/m-01-knapsack-instance.txt

Testing

Install Valgrind prior to running any further command. Also, make sure to build the library following previous steps for running the examples.

$ make tests

Paradigms and Metaheuristics implemented by include file

• EV (evolve/evolve_ev.h)
• Canonical Genetic Algorithm (evolve/evolve_ga.h)
• Genetic Algorithm with IVF (In Vitro Fertilization) (evolve/evolve_ivfga.h)
• Random-key Genetic Algorithm/Evolution Strategy with IVF (In Vitro Fertilization) (evolve/evolve_rkivfgaes.h)
• Random-key Genetic Algorithm/Evolution Strategy (evolve/evolve_rkgaes.h)

Dependencies (available on this package)

• Proto
• GSL (GNU Scientific Library)

License

Please refer to the included LICENSE file for terms of use. Some examples used to showcase this project are based upon instances available on scientific literature; thus those instances should be disregarded of this LICENSE; they have their own copyright and license for distribution – the same applies to projects located inside the thirdparty folder.

Apache License, Version 2.0. Copyright 2011-2015 © Ewerton Assis.