ACO-inspired information-centric networking routing mechanism

J Lv, X Wang, K Ren, M Huang, K Li - Computer Networks, 2017 - Elsevier
In recent years, the bio-inspired solution has been employed to address routing optimization
issue intelligently without manual intervention. In this paper, we propose a novel Ant Colony …

Ant Colony Optimization-based distributed multilayer routing and restoration in IP/MPLS over optical networks

KS Amorim, GS Pavani - Computer Networks, 2021 - Elsevier
The management of multilayer networks is often a complex task, since each layer is typically
independently operated and maintained, and there is a lack of shared network resource …

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 …

Crosstalk-and fragmentation-aware survivable routing, modulation, space, and spectrum assignment using Ant Colony Optimization

LA de Lima, GS Pavani - Computer Networks, 2024 - Elsevier
Abstract The use of Space Division Multiplexing (SDM) technology in Elastic Optical
Networks (EONs) is a promising solution to improve the transport capability and flexibility …

Provisioning and recovery in flexible optical networks using ant colony optimization

LA de Lima, GS Pavani - 2021 IFIP/IEEE International …, 2021 - ieeexplore.ieee.org
Artificial intelligence techniques may play a significant role in the control of elastic optical
networks by offering improved performance over traditional dynamic provisioning and …

Survivable routing, modulation, and spectrum assignment by means of ant colony optimization

LA de Lima, GS Pavani - 2021 IEEE Latin-American …, 2021 - ieeexplore.ieee.org
To make the use of spectrum more efficient in Elastic Optical Networks (EONs), there is the
possibility of using different levels of modulation for each request, which may increase the …

Fragmentation-aware Routing, Space, and Spectrum Assignment using Ant Colony Optimization

LA De Lima, GS Pavani - 2022 IEEE Latin-American …, 2022 - ieeexplore.ieee.org
Space division multiplexing (SDM) allows for capacity expansion in the Elastic Optical
Network (EON) by providing different spatial paths in the same link for the lightpaths. Thus …

Survivability in lambda grids by means of ant colony optimization

GS Pavani, AR Frederico - 2021 IFIP/IEEE International …, 2021 - ieeexplore.ieee.org
Meta-scheduling in lambda grids is often a complex task because it typically comprises the
discovery, monitoring, co-allocation, and orchestration of networking and computing …

Imaging lens design with the aid of an ant colony algorithm

W Liu, Y Feng, Z Lv, Y Shi, Z Liu, C Bai, H Qin - Journal of Optics, 2021 - Springer
In modern optical design, the calculation of optical merit function based on the ray tracing
would be impossible without the aid of a computer. Finding the optimal value of merit …

[PDF][PDF] Application of soft computing techniques over hard computing techniques: A survey

S Chakraborty, RK Sharma, P Tewari - Int. J. Indestructible Math …, 2017 - academia.edu
Soft computing is the fusion of different constituent elements. The main aim of this fusion to
solve real-world problems, which are not solve by traditional approach that is hard …