Route Selection and Rate Allocation Using Evolutionary Computation Algorithms in Multirate Multicast Networks

Autor:	Sun-Jin Kim, Munkee Choi
Rok vydání:	2006
Předmět:	Mathematical optimization Multicast Cultural algorithm Computer science Genetic algorithm Evolutionary algorithm Memetic algorithm Interactive evolutionary computation Genetic representation Evaluation function Algorithm Coevolution Evolutionary computation
Zdroj:	Lecture Notes in Computer Science ISBN: 9783540490265 MICAI
Popis:	In this paper, we simultaneously address the route selection and rate allocation problem in multirate multicast networks. We propose the evolutionary computation algorithm based on a genetic algorithm for this problem and elaborate upon many of the elements in order to improve solution quality and computational efficiency in applying the proposed methods to the problem. These include: the genetic representation, evaluation function, genetic operators and procedure. Additionally, a new method using an artificial intelligent search technique, called the coevolutionary algorithm, is proposed to achieve better solutions. The results of extensive computational simulations show that the proposed algorithms provide high quality solutions and outperform existing approach.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::635ebbd20320ec2888e47c1ae80e91d4 https://doi.org/10.1007/11925231_40 Zobrazit plný text záznamu