Comparison of Artificial Immune System (AIS) and Multiagent Immune Evolutionary Programming (MAIEP) in solving economic dispatch problem / Noor Aziela Mat Zin

Economic dispatch problem solution involves the determination of optimal generation power that offered the lowest cost while satisfying systems constraints. In this research, two optimization techniques, known as Artificial Immune System (AIS) and Multiagent Immune Evolutionary Programming (MAIEP) w...

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Main Author:	Mat Zin, Noor Aziela
Format:	Thesis
Language:	English
Published:	2012
Online Access:	https://ir.uitm.edu.my/id/eprint/85168/1/85168.pdf
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id	my-uitm-ir.85168
record_format	uketd_dc
spelling	my-uitm-ir.851682024-02-06T12:13:23Z Comparison of Artificial Immune System (AIS) and Multiagent Immune Evolutionary Programming (MAIEP) in solving economic dispatch problem / Noor Aziela Mat Zin 2012 Mat Zin, Noor Aziela Economic dispatch problem solution involves the determination of optimal generation power that offered the lowest cost while satisfying systems constraints. In this research, two optimization techniques, known as Artificial Immune System (AIS) and Multiagent Immune Evolutionary Programming (MAIEP) were engaged to solve the economic dispatch problem. Artificial Immune System has the characteristic such as ability of learning, memory, recognition, self-organizing and adaptive, while Multiagent Immune Evolutionary Programming is a combination of Multiagent System, Evolutionary Programming and Artificial Immune System. The results obtained from both techniques were then compared. Based on the analysis conducted IEEE-26-Bus Reliability Test System, MAIEP optimization technique shows better results compared to AIS in solving economic dispatch problem. 2012 Thesis https://ir.uitm.edu.my/id/eprint/85168/ https://ir.uitm.edu.my/id/eprint/85168/1/85168.pdf text en public degree Universiti Teknologi MARA (UiTM) Faculty of Electrical Engineering Aminudin, Norziana
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Aminudin, Norziana
description	Economic dispatch problem solution involves the determination of optimal generation power that offered the lowest cost while satisfying systems constraints. In this research, two optimization techniques, known as Artificial Immune System (AIS) and Multiagent Immune Evolutionary Programming (MAIEP) were engaged to solve the economic dispatch problem. Artificial Immune System has the characteristic such as ability of learning, memory, recognition, self-organizing and adaptive, while Multiagent Immune Evolutionary Programming is a combination of Multiagent System, Evolutionary Programming and Artificial Immune System. The results obtained from both techniques were then compared. Based on the analysis conducted IEEE-26-Bus Reliability Test System, MAIEP optimization technique shows better results compared to AIS in solving economic dispatch problem.
format	Thesis
qualification_level	Bachelor degree
author	Mat Zin, Noor Aziela
spellingShingle	Mat Zin, Noor Aziela Comparison of Artificial Immune System (AIS) and Multiagent Immune Evolutionary Programming (MAIEP) in solving economic dispatch problem / Noor Aziela Mat Zin
author_facet	Mat Zin, Noor Aziela
author_sort	Mat Zin, Noor Aziela
title	Comparison of Artificial Immune System (AIS) and Multiagent Immune Evolutionary Programming (MAIEP) in solving economic dispatch problem / Noor Aziela Mat Zin
title_short	Comparison of Artificial Immune System (AIS) and Multiagent Immune Evolutionary Programming (MAIEP) in solving economic dispatch problem / Noor Aziela Mat Zin
title_full	Comparison of Artificial Immune System (AIS) and Multiagent Immune Evolutionary Programming (MAIEP) in solving economic dispatch problem / Noor Aziela Mat Zin
title_fullStr	Comparison of Artificial Immune System (AIS) and Multiagent Immune Evolutionary Programming (MAIEP) in solving economic dispatch problem / Noor Aziela Mat Zin
title_full_unstemmed	Comparison of Artificial Immune System (AIS) and Multiagent Immune Evolutionary Programming (MAIEP) in solving economic dispatch problem / Noor Aziela Mat Zin
title_sort	comparison of artificial immune system (ais) and multiagent immune evolutionary programming (maiep) in solving economic dispatch problem / noor aziela mat zin
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Electrical Engineering
publishDate	2012
url	https://ir.uitm.edu.my/id/eprint/85168/1/85168.pdf
_version_	1794192076487786496

Comparison of Artificial Immune System (AIS) and Multiagent Immune Evolutionary Programming (MAIEP) in solving economic dispatch problem / Noor Aziela Mat Zin

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