{"id":"https://openalex.org/W2077211333","doi":"https://doi.org/10.1142/s021821300800431x","title":"COMPUTING AN ADAPTIVE MESH IN FLUID PROBLEMS USING NEURAL NETWORK AND GENETIC ALGORITHM WITH ADAPTIVE RELAXATION","display_name":"COMPUTING AN ADAPTIVE MESH IN FLUID PROBLEMS USING NEURAL NETWORK AND GENETIC ALGORITHM WITH ADAPTIVE RELAXATION","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W2077211333","doi":"https://doi.org/10.1142/s021821300800431x","mag":"2077211333"},"language":"en","primary_location":{"id":"doi:10.1142/s021821300800431x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s021821300800431x","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030383099","display_name":"Nameer N. El-Emam","orcid":"https://orcid.org/0000-0002-4920-494X"},"institutions":[{"id":"https://openalex.org/I153921779","display_name":"Philadelphia University","ror":"https://ror.org/05mqvn149","country_code":"JO","type":"education","lineage":["https://openalex.org/I153921779"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"NAMEER N. EL. EMAM","raw_affiliation_strings":["Department of Computer Science, Philadelphia University, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Philadelphia University, Amman, Jordan","institution_ids":["https://openalex.org/I153921779"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005188697","display_name":"RASHEED ABDUL SHAHEED","orcid":null},"institutions":[{"id":"https://openalex.org/I153921779","display_name":"Philadelphia University","ror":"https://ror.org/05mqvn149","country_code":"JO","type":"education","lineage":["https://openalex.org/I153921779"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"RASHEED ABDUL SHAHEED","raw_affiliation_strings":["Department of Computer Science, Philadelphia University, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Philadelphia University, Amman, Jordan","institution_ids":["https://openalex.org/I153921779"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030383099"],"corresponding_institution_ids":["https://openalex.org/I153921779"],"apc_list":null,"apc_paid":null,"fwci":1.9436,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.87712633,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"17","issue":"06","first_page":"1089","last_page":"1108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11379","display_name":"Rheology and Fluid Dynamics Studies","score":0.9574000239372253,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8173972964286804},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7586427927017212},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.688856303691864},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.6110708117485046},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5455086827278137},{"id":"https://openalex.org/keywords/relaxation","display_name":"Relaxation (psychology)","score":0.5373591184616089},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4519760310649872},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4514715075492859},{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.4328823983669281},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4190913438796997},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.319631963968277},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1845616102218628},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08747106790542603}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8173972964286804},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7586427927017212},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.688856303691864},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.6110708117485046},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5455086827278137},{"id":"https://openalex.org/C2776029896","wikidata":"https://www.wikidata.org/wiki/Q3935810","display_name":"Relaxation (psychology)","level":2,"score":0.5373591184616089},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4519760310649872},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4514715075492859},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.4328823983669281},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4190913438796997},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.319631963968277},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1845616102218628},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08747106790542603},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s021821300800431x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s021821300800431x","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320273","display_name":"University of Cambridge","ror":"https://ror.org/013meh722"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1595498733","https://openalex.org/W1980505062","https://openalex.org/W2072782187","https://openalex.org/W2132901112","https://openalex.org/W2147111120","https://openalex.org/W2149250260"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2383807498","https://openalex.org/W2031260042","https://openalex.org/W1978572805","https://openalex.org/W2391445434","https://openalex.org/W1997992934"],"abstract_inverted_index":{"A":[0],"method":[1],"based":[2,49],"on":[3,50,55,100],"neural":[4,67,135,148],"network":[5,68,136],"with":[6,69,137],"Back-Propagation":[7],"Algorithm":[8,18],"(BPA)":[9],"and":[10,15,90,114],"Adaptive":[11,25,41],"Smoothing":[12],"Errors":[13],"(ASE),":[14],"a":[16,21,64,125],"Genetic":[17],"(GA)":[19],"employing":[20],"new":[22],"concept":[23],"named":[24],"Relaxation":[26],"(GAAR)":[27],"is":[28,53,84,111],"presented":[29,134],"in":[30,45],"this":[31],"paper":[32],"to":[33,86,91,117],"construct":[34],"learning":[35,98],"system":[36,99],"that":[37,109,132],"can":[38],"find":[39],"an":[40],"Mesh":[42],"points":[43],"(AM)":[44],"fluid":[46],"problems.":[47],"AM":[48],"reallocation":[51],"scheme":[52],"implemented":[54],"different":[56],"types":[57,102],"of":[58,72,95,103,121,128],"two":[59,104],"steps":[60,105],"channels":[61],"by":[62,123],"using":[63,75,124],"three":[65,101],"layer":[66],"GA.":[70],"Results":[71,130],"numerical":[73],"experiments":[74],"Finite":[76],"Element":[77],"Method":[78],"(FEM)":[79],"are":[80],"discussed.":[81],"Such":[82],"discussion":[83],"intended":[85],"validate":[87],"the":[88,93,96,118,133,138,146],"process":[89],"demonstrate":[92],"performance":[94],"proposed":[97,139],"channels.":[106],"It":[107],"appears":[108],"training":[110],"fast":[112],"enough":[113],"accurate":[115],"due":[116],"optimal":[119],"values":[120],"weights":[122],"few":[126],"numbers":[127],"patterns.":[129],"confirm":[131],"GA":[140],"consistently":[141],"finds":[142],"better":[143],"solutions":[144],"than":[145],"conventional":[147],"network.":[149]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
