Bee colony optimization and its applications

D Teodorović, T Davidović, M Šelmić… - Handbook of AI-based …, 2021 - taylorfrancis.com
The objective of this chapter is to promote the bee colony optimization (BCO) algorithm as a
simple and effective metaheuristic method. BCO is a stochastic, random-search population …

Online routing and spectrum allocation in elastic optical networks based on dueling Deep Q-network

J Zhang, F Qian, J Yang - Computers & Industrial Engineering, 2022 - Elsevier
The study of online routing and spectrum allocation (RSA) problem has assumed increasing
importance due to the exponential growth of dynamic traffic with uncertainty in elastic optical …

Swarm-intelligence-based routing and wavelength assignment in optical satellite networks

Y Li, Q Zhang, H Yao, R Gao, X Xin… - … on Network Science …, 2023 - ieeexplore.ieee.org
Routing and wavelength assignment (RWA) determine the quality of service (QoS) such as
blocking probability and delay in wavelength division multiplexing (WDM) satellite optical …

Spectrum allocation using multiparameter optimization in elastic optical networks

CJN Lira, RC Almeida Jr, DAR Chaves - Computer Networks, 2023 - Elsevier
Abstract The Min Slot-Continuity Capacity Loss (MSCL) algorithm is listed in the literature as
a powerful algorithm to solve the spectrum assignment (SA) problem in elastic optical …

Traffic grooming technique for elastic optical networks: A survey

S Miladić-Tešić, G Marković, V Radojičić - Optik, 2019 - Elsevier
The concept of elasticity has been proposed in the design of next generation optical
networks in tackling the problem of efficient utilization of network resources and increasing …

Solving routing and spectrum allocation problems in flexgrid optical networks using pre-computing strategies

F Lezama, AF Martínez-Herrera, G Castañón… - Photonic Network …, 2021 - Springer
Flexible optical network architectures are considered a very promising solution where
spectrum resources are allocated within flexible frequency grids. This paper presents a …

Two metaheuristics for routing and spectrum allocation in cloud-ready survivable elastic optical networks

R Goścień - Swarm and evolutionary computation, 2019 - Elsevier
Contemporary society relies on fast and reliable transfer of information, leading to ever-
increasing size of transmitted data that stimulates the development of new algorithms for …

Optimal resource allocation for flexible-grid entanglement distribution networks

J Alnas, M Alshowkan, NSV Rao, NA Peters… - Optics …, 2022 - opg.optica.org
We use a genetic algorithm (GA) as a design aid for determining the optimal provisioning of
entangled photon spectrum in flex-grid quantum networks with arbitrary numbers of …

[HTML][HTML] Routing and spectrum allocation in spectrum-sliced elastic optical path networks: a primal-dual framework

Y Wang, C Li, Q Hu, J Flor, M Jalalitabar - Electronics, 2021 - mdpi.com
The recent decade has witnessed a tremendous growth of Internet traffic, which is expected
to continue climbing for the foreseeable future. As a new paradigm, Spectrum-sliced Elastic …

Empirical problem decomposition—the key to the evolutionary effectiveness in solving a large-scale non-binary discrete real-world problem

MW Przewozniczek, MM Komarnicki - Applied Soft Computing, 2021 - Elsevier
In this paper, we consider an NP-hard, real-world optimization problem from the field of
computer networks. The problem refers to the network survivability and may be considered …