Using traditional heuristic algorithms on an initial genetic algorithm population applied to the transmission expansion planning problem

This paper analyses the impact of choosing good initial populations for genetic algorithms regarding convergence speed and final solution quality. Test problems were taken from complex electricity distribution network expansion planning. Constructive heuristic algorithms were used to generate good i...

Full description

Autores:

Escobar Z., Antonio H.
Gallego R., Ramón A.
Romero L., Rubén A.

Tipo de recurso:

Article of journal

Fecha de publicación:

2011

Institución:

Universidad Nacional de Colombia

Repositorio:

Universidad Nacional de Colombia

Idioma:

spa

OAI Identifier:

oai:repositorio.unal.edu.co:unal/33479

Acceso en línea:

https://repositorio.unal.edu.co/handle/unal/33479
http://bdigital.unal.edu.co/23559/
http://bdigital.unal.edu.co/23559/2/
http://bdigital.unal.edu.co/23559/3/

Palabra clave:

planeamiento de redes de transmisión
algoritmos genéticos
algoritmos heurísticos constructivos
metaheurística
población inicial.
electricity distribution network expansion planning
genetic algorithm
constructive heuristic algorithm
met heuristics
initial population.

Rights

openAccess

License

Atribución-NoComercial 4.0 Internacional