Un Algoritmo Evolutivo para la Solución de Problemas en Marketing

This work of investigation is to develop a solution to three problems in the work area of marketing that are modeled by combinatorial optimization. Through the development of a framework and building a toolbox in Matlab, implementing the meta-heuristic EPSO "Evolutionary Swarm Optimization part...

Full description

Autores:
Lamos, Henry
Alferez, Luis Gerardo
Tipo de recurso:
Article of journal
Fecha de publicación:
2015
Institución:
Universidad de los Llanos
Repositorio:
Repositorio Digital Universidad de los LLanos
Idioma:
spa
OAI Identifier:
oai:repositorio.unillanos.edu.co:001/1682
Acceso en línea:
http://revistageon.unillanos.edu.co/index.php/geon/article/view/103
https://repositorio.unillanos.edu.co/handle/001/1682
Palabra clave:
EPSO
Particle Swarm Optimization Evolution
TDP
Diseño territorio
Enrutamiento vehicular
Diseño de productos
NP-hard
Clientes
Demanda
Revista GEON
Gestión
Rights
closedAccess
License
Universidad de los Llanos, 2020
Description
Summary:This work of investigation is to develop a solution to three problems in the work area of marketing that are modeled by combinatorial optimization. Through the development of a framework and building a toolbox in Matlab, implementing the meta-heuristic EPSO "Evolutionary Swarm Optimization particles." The TDPs is to determine a division of a set of units located in a territory that meets multiple criteria such as compactness, connectivity and balance in terms of customer and product demand. The PLDP consist in determine the specific attribute levels for each multiattribute product in a set of products to maximize the resulting product line’s share of choice, and the VRPSPD resolve problem the determine the vehicle fleet for minimize the sum of travel time with the restriction the vehicle must have enough capacity for transporting the commodities to the delivered and those ones picked-up customers and returning depot. All problems constituting an important support that should not be ignored by those responsible for the activities related to the commercial area as it becomes a tactical decision for the company.