Multi point relay set selection algorithm based on fruit fly-inspired optimizers

Zhanpeng Xiang; Jian Li

doi:10.1117/12.3011599

7 December 2023 Multi point relay set selection algorithm based on fruit fly-inspired optimizers

Zhanpeng Xiang, Jian Li

Proceedings Volume 12941, International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2023); 129410I (2023) https://doi.org/10.1117/12.3011599
Event: Third International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 203), 2023, Yinchuan, China

Abstract

The optimal MPR (Multi Point Relay) algorithm is a means of addressing the drawbacks, such as high overhead, faced by the OLSR (Optimized Link State Routing) protocol in link state routing protocols. However, traditional MPR algorithms suffer from redundancy issues, leading to suboptimal solutions in certain scenarios. To tackle this problem, this paper considers solving the optimal MPR set using a genetic algorithm approach. Firstly, the traditional ant colony algorithm is improved, and the maximum-minimum ant colony algorithm is proposed for MPR. To reduce algorithm complexity and lower time costs, a fruit fly inspired optimal MPR set selection algorithm is introduced. Simulation results demonstrate that this algorithm can avoid redundancy issues found in traditional algorithms and has a shorter running time compared to the ant colony algorithm-based approach.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Zhanpeng Xiang and Jian Li "Multi point relay set selection algorithm based on fruit fly-inspired optimizers", Proc. SPIE 12941, International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2023), 129410I (7 December 2023); https://doi.org/10.1117/12.3011599

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
9 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Computer simulations

Mathematical optimization

Genetic algorithms

Algorithms

Relays

MATLAB

Communication technologies

Show All Keywords

Keywords/Phrases

Search In:

Publication Years