Dynamic Wavelength Routing in WDM Networks via Ant Colony Optimization

نویسندگان

  • Ryan M. Garlick
  • Richard S. Barr
چکیده

This study considers the routing and wavelength assignment problem (RWA) in optical wavelength-division multiplexed networks. The focus is dynamic traffic, in which the number of wavelengths per fiber is fixed. We attempt to minimize connection blocking using Ant Colony Optimization (ACO). The algorithm employed quantifies the importance of using length and congestion information in making routing decisions with the goal of reducing total network blocking. The ACO heuristic is shown to be a viable solution to the RWA problem. At high numbers of ants exploring the search space, the ACO algorithm achieves lower blocking rates than an exhaustive search over all available wavelengths for the shortest path.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Dynamic Routing and Wavelength Assignment using Hybrid Particle Swarm Optimization for WDM Networks

This paper studies the problem of dynamic Routing and Wavelength Assignment (RWA) in Wavelength Division Multiplexed (WDM) networks with the wavelength the continuity constraint applied. A hybrid algorithm using Particle Swarm Optimization (PSO), inspired by an Ant System (AS), is used. For the routing sub-problem, particles of the swarm use the tour building approach of AS together with the ex...

متن کامل

Ant colony optimization for dynamic routing and wavelength assignment in WDM networks with sparse wavelength conversion

Since optical WDM networks are becoming one of the alternatives for building up backbones, dynamic routing, and wavelength assignment with delay constraints (DRWA-DC) in WDM networks with sparse wavelength conversions is important for a communication model to route requests subject to delay bounds. Since the NP-hard minimum Steiner tree problem can be reduced to the DRWA-DC problem, it is very ...

متن کامل

Application of Ant Colony Optimization to the Routing and Wavelength Assignment Problem

Title of Document: APPLICATION OF ANT COLONY OPTIMIZATION TO THE ROUTING AND WAVELENGTH ASSIGNMENT PROBLEM Eunmi Kim, Masters of Science, August 2007 Directed By: Associate Professor, Dr. Richard J. La, Department of Electrical and Computer Engineering The transmission capacity of a link in today’s optical networks has increased significantly due to wavelength-division multiplexing (WDM) techno...

متن کامل

Ant Colony Optimization Metaheuristic for the Traffic Grooming in WDM Networks

This paper studies the routing strategy in non-bifurcated traffic grooming in WDM networks. It is to optimally route the specified traffic over a given logical topology to minimize the congestion of the WDM network. We first present the node-arc formulation. To overcome the computational complexity by implementing exact algorithms, we present an ant colony optimization (ACO) metaheuristic. The ...

متن کامل

A New Algorithm for the Distributed RWA Problem in WDM Networks Using Ant Colony Optimization

We present a new algorithm based on ant colony optimization to solve the dynamic routing and wavelength assignment problem in a distributed manner. The algorithm uses the ant colony optimization metaheuristic to obtain updated information about the network state, which is then used to find the routes and wavelengths to establish new connections through an adaptive process able to deal with dyna...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2002