Akhlak-Based Intelligent Multi-Agent Architecture

Coordination in socially intelligent agents is imperative because actions produced by the agents, without any deliberation on its consequences, may have non-local effects. These non-local effects will lead to a possibility of inefficient performance of the individual and the system. Socially intelli...

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Main Author:	Ahmad Nazri, Azree Shahrel
Format:	Thesis
Language:	English English
Published:	2006
Subjects:	Multiagent systems - Case studies - Malaysia. Intelligent agents (Computer software) - Case studies - Malaysia.
Online Access:	http://psasir.upm.edu.my/id/eprint/428/1/1600486.pdf
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id	my-upm-ir.428
record_format	uketd_dc
spelling	my-upm-ir.4282013-05-27T06:48:17Z Akhlak-Based Intelligent Multi-Agent Architecture 2006-11-01 Ahmad Nazri, Azree Shahrel Coordination in socially intelligent agents is imperative because actions produced by the agents, without any deliberation on its consequences, may have non-local effects. These non-local effects will lead to a possibility of inefficient performance of the individual and the system. Socially intelligent agents can be best described as autonomous problem solvers that have to achieve their objectives by interacting with other similarly autonomous entities. The reason that such agents are inherently social makes the agents must produce decisions that are not only rational from the perspective of the individual agent but also rational from the perspective of the society. To solve the above problems we propose Akhlak coordination model stems from Akhlak concept to help and guide the agents to coordinate their tasks with other members. The model will be design as a social component of an agent-based architecture called Multi-agent Linkage Social Intelligent (MALSI) architecture. MALSI architecture that associated with Akhlak model is realized in an exemplar computational setting: a case study and a series of experiments are made of the relative performance of the model functions in a two different environment: homogeneous and heterogeneous environments. The case study measures performance of the system aided MALSI agent (embedded with Akhlak model) in perspective of users and designers of the system. The experiments measure coherency of multi-agent, which mean, how well the agents behaves as a unit, along some dimension of evaluation. The case study and the experiments are conducted in real-life industry in government agencies: Malaysian Administrative Modernization and Management Planning Unit (MAMPU) and Ministry of Education (MOE). Multiagent systems - Case studies - Malaysia. Intelligent agents (Computer software) - Case studies - Malaysia. 2006-11 Thesis http://psasir.upm.edu.my/id/eprint/428/ http://psasir.upm.edu.my/id/eprint/428/1/1600486.pdf application/pdf en public masters Universiti Putra Malaysia Multiagent systems - Case studies - Malaysia. Intelligent agents (Computer software) - Case studies - Malaysia. Faculty of Computer Science and Information Technology English
institution	Universiti Putra Malaysia
collection	PSAS Institutional Repository
language	English English
topic	Multiagent systems - Case studies - Malaysia. Intelligent agents (Computer software) - Case studies - Malaysia.
spellingShingle	Multiagent systems - Case studies - Malaysia. Intelligent agents (Computer software) - Case studies - Malaysia. Ahmad Nazri, Azree Shahrel Akhlak-Based Intelligent Multi-Agent Architecture
description	Coordination in socially intelligent agents is imperative because actions produced by the agents, without any deliberation on its consequences, may have non-local effects. These non-local effects will lead to a possibility of inefficient performance of the individual and the system. Socially intelligent agents can be best described as autonomous problem solvers that have to achieve their objectives by interacting with other similarly autonomous entities. The reason that such agents are inherently social makes the agents must produce decisions that are not only rational from the perspective of the individual agent but also rational from the perspective of the society. To solve the above problems we propose Akhlak coordination model stems from Akhlak concept to help and guide the agents to coordinate their tasks with other members. The model will be design as a social component of an agent-based architecture called Multi-agent Linkage Social Intelligent (MALSI) architecture. MALSI architecture that associated with Akhlak model is realized in an exemplar computational setting: a case study and a series of experiments are made of the relative performance of the model functions in a two different environment: homogeneous and heterogeneous environments. The case study measures performance of the system aided MALSI agent (embedded with Akhlak model) in perspective of users and designers of the system. The experiments measure coherency of multi-agent, which mean, how well the agents behaves as a unit, along some dimension of evaluation. The case study and the experiments are conducted in real-life industry in government agencies: Malaysian Administrative Modernization and Management Planning Unit (MAMPU) and Ministry of Education (MOE).
format	Thesis
qualification_level	Master's degree
author	Ahmad Nazri, Azree Shahrel
author_facet	Ahmad Nazri, Azree Shahrel
author_sort	Ahmad Nazri, Azree Shahrel
title	Akhlak-Based Intelligent Multi-Agent Architecture
title_short	Akhlak-Based Intelligent Multi-Agent Architecture
title_full	Akhlak-Based Intelligent Multi-Agent Architecture
title_fullStr	Akhlak-Based Intelligent Multi-Agent Architecture
title_full_unstemmed	Akhlak-Based Intelligent Multi-Agent Architecture
title_sort	akhlak-based intelligent multi-agent architecture
granting_institution	Universiti Putra Malaysia
granting_department	Faculty of Computer Science and Information Technology
publishDate	2006
url	http://psasir.upm.edu.my/id/eprint/428/1/1600486.pdf
_version_	1747810219283447808

Akhlak-Based Intelligent Multi-Agent Architecture

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