A Study of Firefly Algorithm and its Application in Non-Linear Dynamic Systems

Firefly Algorithm (FA) is a newly proposed computation technique with inherent parallelism, capable for local as well as global search, meta-heuristic and robust in computing process.

In this paper, Firefly Algorithm for Dynamic System (FADS) is a proposed system to find instantaneous behavior of the dynamic system within a single framework based on the idealized behavior of the flashing characteristics of fireflies.

Dynamic system where flows of mass and / or energy is cause of dynamicity is generally represented as a set of differential equations and Fourth Order Runge-Kutta (RK4) method is one of used tool for numerical measurement of instantaneous behaviours of dynamic system.

In FADS, experimental results are demonstrating the existence of more accurate and effective RK4 technique for the study of dynamic system.

by Gautam Mahapatra | Srijita Mahapatra | Soumya Banerjee "A Study of Firefly Algorithm and its Application in Non-Linear Dynamic Systems"

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-2 , February 2018,

URL: http://www.ijtsrd.com/papers/ijtsrd8393.pdf

Direct Link - http://www.ijtsrd.com/computer-science/artificial-intelligence/8393/a-study-of-firefly-algorithm-and-its-application-in-non-linear-dynamic-systems/gautam-mahapatra

Artificial Intelligence, Paper Publication