Earticle

초록

영어

Genetic Algorithm with Multiobjective formulations are realistic models for many complex engineering optimization problems such as QoS routing protocol for mobile ad hoc network. The paper presents QoS routing protocol for MANET with specialized encoding, initialization, crossovers, mutations, fitness selections and route search using genetic algorithm with multiple objectives. The aim is to find the best QoS route in order to optimize the design of MANET routing protocols. This NP-hard problem is often highly constrained such that random initialization and standard genetic operators usually generate infeasible networks. The performances of the protocol was done to indicate the feasible of the proposed multiobjectives formulation.

목차

Abstract
 1. Introduction
 2. QoS Route Selection Strategies
  2.1 Problem Statement
  2.2 Multiple Objectives Optimization Formulation
 3. The Genetic Algorithm Implementation
  3.1 Encoding and Limited Population Initialization
  3.2 Fitness of the Multiple Objectives Function
  3.3 Mobile Nodes Crossover
  3.4 Route Mutation
  3.5 Selection Schemes, GA Parametric Evaluations and Preferences
  3.6 Qos Routing Performances
 4. Conclusions
 References

키워드

저자

• J. Abdullah [ Dept of Communication Engineering, Dept of Communication Engineering, Universiti Tun Hussein Onn Malaysia, Johor, Malaysia ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Grid and Distributed Computing

• 간기

  격월간

• pISSN

  2005-4262

• 수록기간

  2008~2016

• 십진분류

  KDC 505 DDC 605