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Alternated Superior Chaotic Biogeography-Based Algorithm for Optimization Problems

Authors:

Mamta Rani
Mamta Rani

Published On: January, 2022

Article Type: Research Article

Journal: International Journal of Applied Metaheuristic Computing

DOI: 10.4018/IJAMC.292520

Issue: 1 | Volume: 13 | Page No: 1-39

Abstract

In this study, we consider a switching strategy that yields a stable desirable dynamic behaviour when it is applied alternatively between two undesirable dynamical systems. From the last few years, dynamical systems employed “chaos1 + chaos2 = order” and “order1 + order2 = chaos” (vice-versa) to control and anti control of chaotic situations. To find parameter values for these kind of alternating situations, comparison is being made between bifurcation diagrams of a map and its alternate version, which, on their own, means independent of one another, yield chaotic orbits. However, the parameter values yield a stable periodic orbit, when alternating strategy is employed upon them. It is interesting to note that we look for stabilization of chaotic trajectories in nonlinear dynamics, with the assumption that such chaotic behaviour is not desirable for a particular situation. The method described in this paper is based on the Parrondo’s paradox, where two losing games can be alternated, yielding a winning game, in a superior orbit.

Authors

Mamta Rani
Mamta Rani