Design a Technology Based on the Fusion of Genetic Algorithm, Neural network and Fuzzy logic
This paper describes the design and development of a prototype technique for artificial intelligence based on the fusion of genetic algorithm, neural network and fuzzy logic. It starts by establishing a relationship between the neural network and fuzzy logic. Then, it combines the genetic algorithm...
Gespeichert in:
Hauptverfasser: | , , |
---|---|
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | |
container_start_page | |
container_title | |
container_volume | |
creator | Al-Nima, Raid R Abdullah, Fawaz S Hamoodi, Ali N |
description | This paper describes the design and development of a prototype technique for
artificial intelligence based on the fusion of genetic algorithm, neural
network and fuzzy logic. It starts by establishing a relationship between the
neural network and fuzzy logic. Then, it combines the genetic algorithm with
them. Information fusions are at the confidence level, where matching scores
can be reported and discussed. The technique is called the Genetic Neuro-Fuzzy
(GNF). It can be used for high accuracy real-time environments. |
doi_str_mv | 10.48550/arxiv.2102.08035 |
format | Article |
fullrecord | <record><control><sourceid>arxiv_GOX</sourceid><recordid>TN_cdi_arxiv_primary_2102_08035</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2102_08035</sourcerecordid><originalsourceid>FETCH-LOGICAL-a675-3f11259d3ed1653f8082a6c74f7beb54b94102c34cc0a12e30b58a051635049e3</originalsourceid><addsrcrecordid>eNotj81OwzAQhH3hgAoPwIl9gCbYsZ2fYym0VKrgkmOlaONsEos0Rk4KpE9PKJxmNBqN5mPsTvBQpVrzB_Tf9jOMBI9CnnKpr9nhiQbb9ICQk2l717lmgkccqALXw9gSbE6Dna2rYUs9jdbAqmuct2N7XMIrnTx2MOdfzr8D9tXcP58nmHesuWFXNXYD3f7rguWb53z9Euzftrv1ah9gnOhA1kJEOqskVSLWsk55GmFsElUnJZValZmaDxupjOEoIpK81ClyLWKpucpILtj93-wFr_jw9oh-Kn4xiwum_AGS0Uw_</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Design a Technology Based on the Fusion of Genetic Algorithm, Neural network and Fuzzy logic</title><source>arXiv.org</source><creator>Al-Nima, Raid R ; Abdullah, Fawaz S ; Hamoodi, Ali N</creator><creatorcontrib>Al-Nima, Raid R ; Abdullah, Fawaz S ; Hamoodi, Ali N</creatorcontrib><description>This paper describes the design and development of a prototype technique for
artificial intelligence based on the fusion of genetic algorithm, neural
network and fuzzy logic. It starts by establishing a relationship between the
neural network and fuzzy logic. Then, it combines the genetic algorithm with
them. Information fusions are at the confidence level, where matching scores
can be reported and discussed. The technique is called the Genetic Neuro-Fuzzy
(GNF). It can be used for high accuracy real-time environments.</description><identifier>DOI: 10.48550/arxiv.2102.08035</identifier><language>eng</language><subject>Computer Science - Artificial Intelligence</subject><creationdate>2021-02</creationdate><rights>http://arxiv.org/licenses/nonexclusive-distrib/1.0</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>228,230,781,886</link.rule.ids><linktorsrc>$$Uhttps://arxiv.org/abs/2102.08035$$EView_record_in_Cornell_University$$FView_record_in_$$GCornell_University$$Hfree_for_read</linktorsrc><backlink>$$Uhttps://doi.org/10.48550/arXiv.2102.08035$$DView paper in arXiv$$Hfree_for_read</backlink></links><search><creatorcontrib>Al-Nima, Raid R</creatorcontrib><creatorcontrib>Abdullah, Fawaz S</creatorcontrib><creatorcontrib>Hamoodi, Ali N</creatorcontrib><title>Design a Technology Based on the Fusion of Genetic Algorithm, Neural network and Fuzzy logic</title><description>This paper describes the design and development of a prototype technique for
artificial intelligence based on the fusion of genetic algorithm, neural
network and fuzzy logic. It starts by establishing a relationship between the
neural network and fuzzy logic. Then, it combines the genetic algorithm with
them. Information fusions are at the confidence level, where matching scores
can be reported and discussed. The technique is called the Genetic Neuro-Fuzzy
(GNF). It can be used for high accuracy real-time environments.</description><subject>Computer Science - Artificial Intelligence</subject><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>GOX</sourceid><recordid>eNotj81OwzAQhH3hgAoPwIl9gCbYsZ2fYym0VKrgkmOlaONsEos0Rk4KpE9PKJxmNBqN5mPsTvBQpVrzB_Tf9jOMBI9CnnKpr9nhiQbb9ICQk2l717lmgkccqALXw9gSbE6Dna2rYUs9jdbAqmuct2N7XMIrnTx2MOdfzr8D9tXcP58nmHesuWFXNXYD3f7rguWb53z9Euzftrv1ah9gnOhA1kJEOqskVSLWsk55GmFsElUnJZValZmaDxupjOEoIpK81ClyLWKpucpILtj93-wFr_jw9oh-Kn4xiwum_AGS0Uw_</recordid><startdate>20210216</startdate><enddate>20210216</enddate><creator>Al-Nima, Raid R</creator><creator>Abdullah, Fawaz S</creator><creator>Hamoodi, Ali N</creator><scope>AKY</scope><scope>GOX</scope></search><sort><creationdate>20210216</creationdate><title>Design a Technology Based on the Fusion of Genetic Algorithm, Neural network and Fuzzy logic</title><author>Al-Nima, Raid R ; Abdullah, Fawaz S ; Hamoodi, Ali N</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a675-3f11259d3ed1653f8082a6c74f7beb54b94102c34cc0a12e30b58a051635049e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Computer Science - Artificial Intelligence</topic><toplevel>online_resources</toplevel><creatorcontrib>Al-Nima, Raid R</creatorcontrib><creatorcontrib>Abdullah, Fawaz S</creatorcontrib><creatorcontrib>Hamoodi, Ali N</creatorcontrib><collection>arXiv Computer Science</collection><collection>arXiv.org</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Al-Nima, Raid R</au><au>Abdullah, Fawaz S</au><au>Hamoodi, Ali N</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Design a Technology Based on the Fusion of Genetic Algorithm, Neural network and Fuzzy logic</atitle><date>2021-02-16</date><risdate>2021</risdate><abstract>This paper describes the design and development of a prototype technique for
artificial intelligence based on the fusion of genetic algorithm, neural
network and fuzzy logic. It starts by establishing a relationship between the
neural network and fuzzy logic. Then, it combines the genetic algorithm with
them. Information fusions are at the confidence level, where matching scores
can be reported and discussed. The technique is called the Genetic Neuro-Fuzzy
(GNF). It can be used for high accuracy real-time environments.</abstract><doi>10.48550/arxiv.2102.08035</doi><oa>free_for_read</oa></addata></record> |
fulltext | fulltext_linktorsrc |
identifier | DOI: 10.48550/arxiv.2102.08035 |
ispartof | |
issn | |
language | eng |
recordid | cdi_arxiv_primary_2102_08035 |
source | arXiv.org |
subjects | Computer Science - Artificial Intelligence |
title | Design a Technology Based on the Fusion of Genetic Algorithm, Neural network and Fuzzy logic |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-13T13%3A01%3A26IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-arxiv_GOX&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Design%20a%20Technology%20Based%20on%20the%20Fusion%20of%20Genetic%20Algorithm,%20Neural%20network%20and%20Fuzzy%20logic&rft.au=Al-Nima,%20Raid%20R&rft.date=2021-02-16&rft_id=info:doi/10.48550/arxiv.2102.08035&rft_dat=%3Carxiv_GOX%3E2102_08035%3C/arxiv_GOX%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |