NDLI: Aggregation as a Simple Seed for Collective Decision

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Aggregation as a Simple Seed for Collective Decision

Content Provider	ACM Digital Library
Author	Elhamer, Zineb Meftah, Boudjelal
Abstract	For Artificial Intelligence, nature is offering abundant sources of inspiration in the form of collective behaviours, performed by myriads of living creatures, ranging from the microscopic bacteria, to the macroscopic herds of mammals, schools of fish and bird flocks, not to mention social insects, from which the newly established field of Swarm Intelligence borrows it's name. Decentralized animal collectives rely in their decision-making mechanisms on self-organizing principles which they have their applications into the control and optimization mechanisms in Computer Science; They foster the design of newly robust and adaptive optimization and coordination algorithms of multi-agent systems. The goal of this work is to investigate a self-organising behaviour attributed to cockroaches, called aggregation and ascertain through computer simulations whether aggregation can lead the group of cockroaches to collectively choose a shelter among more than two shelters. Garnier et al. [7] had carried a similar work with two aggregation shelters only. In this paper, we investigate the aggregation behaviour based on the hybrid model and ascertain through simulations whether it can lead the group of cockroaches to collectively choose a shelter among more than two shelters. Simulations are based on a hybrid model of two previously and separately devised self-organizing models, which are: Jeanson et al.[2] behavioural model that describes the individual behaviours of cockroaches in a stochastic framework and Couzin et al.[4] model on animal's movements in a three-dimensional space.
Starting Page	39
Ending Page	43
Page Count	5
File Format	PDF
ISBN	9781450348768
DOI	10.1145/3038884.3038891
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2016-11-22
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Aggregation Self-organisation Collective decision-making Collective intelligence Decentralised control Swarm intelligence
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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