Flocking Behavior of Boids Driven by Hyperchaotic MACM System

In the present work a detailed study is presented, on the design, programming, and investigation of the behavior of flocking (Movement type flock), through the model of BOIDS, for its acronym in English "Bird Oid Object" (Object type bird), which was devised by Craig Reynolds in 1986. This...

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Main Authors: Rosa Martha López-gutiérrez, Lılıana Cardoza Avendaño, Ana Medina, Cesar Cruz Hernández
Format: Article
Language:English
Published: Akif AKGUL 2024-06-01
Series:Chaos Theory and Applications
Subjects:
Online Access:https://dergipark.org.tr/en/download/article-file/3475521
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author Rosa Martha López-gutiérrez
Lılıana Cardoza Avendaño
Ana Medina
Cesar Cruz Hernández
author_facet Rosa Martha López-gutiérrez
Lılıana Cardoza Avendaño
Ana Medina
Cesar Cruz Hernández
author_sort Rosa Martha López-gutiérrez
collection DOAJ
description In the present work a detailed study is presented, on the design, programming, and investigation of the behavior of flocking (Movement type flock), through the model of BOIDS, for its acronym in English "Bird Oid Object" (Object type bird), which was devised by Craig Reynolds in 1986. This complex flocking behavior that occurs arises from the interaction of simple local rules, in which complexity and sensitivity to initial conditions are present. A measure of chaotic compound will be introduced to the algorithm by means of a new four-dimensional autonomous hyperchaotic system based on the 3D Méndez-Arellano-Cruz-Martínez (MACM) system. The measures proposed herein, therefore, may have the potential to predict, control, and exemplify the behavior of group intelligence study systems that occur in nature, allowing the implementation of these systems in groups of robots through the implementation of hyperchaotic trajectories in the future, to obtain greater speed and efficiency, obstacle and collisions avoidance in their flights.
format Article
id doaj-art-020a43ea34b740d39b6693ee1b316bdb
institution Kabale University
issn 2687-4539
language English
publishDate 2024-06-01
publisher Akif AKGUL
record_format Article
series Chaos Theory and Applications
spelling doaj-art-020a43ea34b740d39b6693ee1b316bdb2025-01-23T18:19:49ZengAkif AKGULChaos Theory and Applications2687-45392024-06-016215215810.51537/chaos.13761451971Flocking Behavior of Boids Driven by Hyperchaotic MACM SystemRosa Martha López-gutiérrez0https://orcid.org/0000-0003-1205-2425Lılıana Cardoza Avendaño1https://orcid.org/0000-0002-1692-8909Ana Medina2https://orcid.org/0009-0007-8747-9294Cesar Cruz Hernández3https://orcid.org/0000-0002-5915-6806Engineering, Architecture and Design Faculty, Autonomous University of Baja California (UABC)Engineering, Architecture and Design Faculty, Autonomous University of Baja California (UABC)Engineering, Architecture and Design Faculty, Autonomous University of Baja California (UABC)Electronics and Telecommunication Department, Scientific Research and Advanced Studies Center of Ensenada (CICESE)In the present work a detailed study is presented, on the design, programming, and investigation of the behavior of flocking (Movement type flock), through the model of BOIDS, for its acronym in English "Bird Oid Object" (Object type bird), which was devised by Craig Reynolds in 1986. This complex flocking behavior that occurs arises from the interaction of simple local rules, in which complexity and sensitivity to initial conditions are present. A measure of chaotic compound will be introduced to the algorithm by means of a new four-dimensional autonomous hyperchaotic system based on the 3D Méndez-Arellano-Cruz-Martínez (MACM) system. The measures proposed herein, therefore, may have the potential to predict, control, and exemplify the behavior of group intelligence study systems that occur in nature, allowing the implementation of these systems in groups of robots through the implementation of hyperchaotic trajectories in the future, to obtain greater speed and efficiency, obstacle and collisions avoidance in their flights.https://dergipark.org.tr/en/download/article-file/3475521flocking behaviorboidshyperchaoticmacm system
spellingShingle Rosa Martha López-gutiérrez
Lılıana Cardoza Avendaño
Ana Medina
Cesar Cruz Hernández
Flocking Behavior of Boids Driven by Hyperchaotic MACM System
Chaos Theory and Applications
flocking behavior
boids
hyperchaotic
macm system
title Flocking Behavior of Boids Driven by Hyperchaotic MACM System
title_full Flocking Behavior of Boids Driven by Hyperchaotic MACM System
title_fullStr Flocking Behavior of Boids Driven by Hyperchaotic MACM System
title_full_unstemmed Flocking Behavior of Boids Driven by Hyperchaotic MACM System
title_short Flocking Behavior of Boids Driven by Hyperchaotic MACM System
title_sort flocking behavior of boids driven by hyperchaotic macm system
topic flocking behavior
boids
hyperchaotic
macm system
url https://dergipark.org.tr/en/download/article-file/3475521
work_keys_str_mv AT rosamarthalopezgutierrez flockingbehaviorofboidsdrivenbyhyperchaoticmacmsystem
AT lılıanacardozaavendano flockingbehaviorofboidsdrivenbyhyperchaoticmacmsystem
AT anamedina flockingbehaviorofboidsdrivenbyhyperchaoticmacmsystem
AT cesarcruzhernandez flockingbehaviorofboidsdrivenbyhyperchaoticmacmsystem