A theoretical consideration of the parameters of the Max Min Ant System

Gentile, Mariano (2015). A theoretical consideration of the parameters of the Max Min Ant System. Tesis (Master), E.T.S. de Ingenieros Informáticos (UPM).

Descripción

Título: A theoretical consideration of the parameters of the Max Min Ant System
Autor/es:
  • Gentile, Mariano
Director/es:
Tipo de Documento: Tesis (Master)
Título del máster: Inteligencia Artificial
Fecha: Diciembre 2015
Materias:
ODS:
Escuela: E.T.S. de Ingenieros Informáticos (UPM)
Departamento: Inteligencia Artificial
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

In this thesis we will discuss the setting of the parameters of the Max-Min
Ant System. In the literature it is possible to find theoretical and practical
considerations of these parameters, nevertheless it seems that they have
not been studied in a joint manner. We propose a theoretical study of the
relationship between them, giving the user some further knowledge at the
time of setting the algorithm's parameters and some new idea are proposed.
In particular, the number of ants is studied in more detail. Then we will
study the settings of the Tmax and Tmin in a way which is diferent from
the most commonly used technique, taking in consideration theoretical as
well as experimental problems. Finally, some experiments are shown that
demonstrate the validity of our proposals.

Más información

ID de Registro: 39057
Identificador DC: https://oa.upm.es/39057/
Identificador OAI: oai:oa.upm.es:39057
Depositado por: Biblioteca Facultad de Informatica
Depositado el: 19 Ene 2016 09:26
Ultima Modificación: 19 Ene 2016 15:53