Evolutionary algorithm framework and tutorial.
npm install eukaryoteInstall:
``bash`
npm install eukaryote --save-dev
Require:
`javascript`
var Eukaryote = require('eukaryote');
Use:
`javascript
var environment = new Eukaryote.Genetic.Environment({
fitnessSync: function(individual) {
// calculate fitness score for individual
return fitness;
},
mutateSync: function(individual) {
// mutate this individuals' genes
}
});
// create a population from individual and begin evolution
var individual = { ... }; // create individual to seed environment
environment.seed(individual, function(error) {
if (error) console.error('Unexpected error has occurred: ', error);
else {
// genetic algorithm has completed successfully
console.log('Most fit individual:', environment.population[0]);
}
});
`
Distribution files are provided for browser support within the dist/ folder.
API documentation can be viewed in markdown format and html format after generating with grunt in dist/api/index.html`.
Coming soon...
Tutorial can be seen here.