{"id":"https://openalex.org/W4411787491","doi":"https://doi.org/10.3390/a18070398","title":"Auto-Tuning Memory-Based Adaptive Local Search Gaining\u2013Sharing Knowledge-Based Algorithm for Solving Optimization Problems","display_name":"Auto-Tuning Memory-Based Adaptive Local Search Gaining\u2013Sharing Knowledge-Based Algorithm for Solving Optimization Problems","publication_year":2025,"publication_date":"2025-06-28","ids":{"openalex":"https://openalex.org/W4411787491","doi":"https://doi.org/10.3390/a18070398"},"language":"en","primary_location":{"id":"doi:10.3390/a18070398","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18070398","pdf_url":"https://www.mdpi.com/1999-4893/18/7/398/pdf?version=1751165289","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/18/7/398/pdf?version=1751165289","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5118701455","display_name":"Nawaf Mijbel Alfadli","orcid":null},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Nawaf Mijbel Alfadli","raw_affiliation_strings":["Operations Research Department, Faculty of Graduate Studies for Statistical Research, Cairo University, Giza 12613, Egypt"],"affiliations":[{"raw_affiliation_string":"Operations Research Department, Faculty of Graduate Studies for Statistical Research, Cairo University, Giza 12613, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031347890","display_name":"Eman Oun","orcid":"https://orcid.org/0000-0002-6043-0518"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Eman Mostafa Oun","raw_affiliation_strings":["Operations Research Department, Faculty of Graduate Studies for Statistical Research, Cairo University, Giza 12613, Egypt"],"affiliations":[{"raw_affiliation_string":"Operations Research Department, Faculty of Graduate Studies for Statistical Research, Cairo University, Giza 12613, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072096736","display_name":"Ali Wagdy Mohamed","orcid":"https://orcid.org/0000-0002-5895-2632"},"institutions":[{"id":"https://openalex.org/I146367977","display_name":"Applied Science Private University","ror":"https://ror.org/01ah6nb52","country_code":"JO","type":"education","lineage":["https://openalex.org/I146367977"]},{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG","JO"],"is_corresponding":false,"raw_author_name":"Ali Wagdy Mohamed","raw_affiliation_strings":["Applied Science Research Center, Applied Science Private University, Amman 11931, Jordan","Operations Research Department, Faculty of Graduate Studies for Statistical Research, Cairo University, Giza 12613, Egypt"],"affiliations":[{"raw_affiliation_string":"Applied Science Research Center, Applied Science Private University, Amman 11931, Jordan","institution_ids":["https://openalex.org/I146367977"]},{"raw_affiliation_string":"Operations Research Department, Faculty of Graduate Studies for Statistical Research, Cairo University, Giza 12613, Egypt","institution_ids":["https://openalex.org/I145487455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5118701455"],"corresponding_institution_ids":["https://openalex.org/I145487455"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07769858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"7","first_page":"398","last_page":"398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9510999917984009,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9510999917984009,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7451436519622803},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4761764407157898},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4641289710998535},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.46143317222595215},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3838379979133606},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13639211654663086}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7451436519622803},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4761764407157898},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4641289710998535},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.46143317222595215},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3838379979133606},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13639211654663086}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/a18070398","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18070398","pdf_url":"https://www.mdpi.com/1999-4893/18/7/398/pdf?version=1751165289","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9add767a3b0b4194a0b7d4d0ce3df173","is_oa":true,"landing_page_url":"https://doaj.org/article/9add767a3b0b4194a0b7d4d0ce3df173","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 18, Iss 7, p 398 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a18070398","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18070398","pdf_url":"https://www.mdpi.com/1999-4893/18/7/398/pdf?version=1751165289","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411787491.pdf","grobid_xml":"https://content.openalex.org/works/W4411787491.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W2045740525","https://openalex.org/W2290883490","https://openalex.org/W2560710853","https://openalex.org/W2888859070","https://openalex.org/W2913257246","https://openalex.org/W2944829093","https://openalex.org/W2976560662","https://openalex.org/W2995428710","https://openalex.org/W3034744822","https://openalex.org/W3035067597","https://openalex.org/W3043632832","https://openalex.org/W3083172984","https://openalex.org/W3093394188","https://openalex.org/W3156997004","https://openalex.org/W3157376848","https://openalex.org/W3158979651","https://openalex.org/W3173905877","https://openalex.org/W3174866550","https://openalex.org/W3179292964","https://openalex.org/W3179863404","https://openalex.org/W3181153667","https://openalex.org/W3183105248","https://openalex.org/W3188111058","https://openalex.org/W3201072786","https://openalex.org/W4206157488","https://openalex.org/W4211075681","https://openalex.org/W4285805269","https://openalex.org/W4289101224","https://openalex.org/W4311198169","https://openalex.org/W4312271894","https://openalex.org/W4313317379","https://openalex.org/W4378801997","https://openalex.org/W4382940860","https://openalex.org/W4383567231","https://openalex.org/W4391755595","https://openalex.org/W4392005006","https://openalex.org/W4392126415","https://openalex.org/W4393934008","https://openalex.org/W4394604155","https://openalex.org/W4394989813","https://openalex.org/W4400316603","https://openalex.org/W4403172990","https://openalex.org/W4403986816","https://openalex.org/W4404457522","https://openalex.org/W4404525291","https://openalex.org/W4404565297","https://openalex.org/W4408236804","https://openalex.org/W4408466493","https://openalex.org/W4409690413","https://openalex.org/W6605545324","https://openalex.org/W6682642761","https://openalex.org/W6810504948","https://openalex.org/W6843162957","https://openalex.org/W6845921663"],"related_works":["https://openalex.org/W4366549320","https://openalex.org/W4287863136","https://openalex.org/W3006015132","https://openalex.org/W2965078190","https://openalex.org/W4408464351","https://openalex.org/W2952680837","https://openalex.org/W2140656843","https://openalex.org/W3040644038","https://openalex.org/W1895669308","https://openalex.org/W3203633096"],"abstract_inverted_index":{"The":[0,211],"Gaining\u2013Sharing":[1],"Knowledge-based":[2],"(GSK)":[3],"algorithm":[4,54,217],"is":[5,113,142,172,201],"a":[6,26,116,145],"human-inspired":[7],"metaheuristic":[8],"that":[9,76,120,149,214],"models":[10],"how":[11],"people":[12],"learn":[13],"and":[14,91,181,207,224,233],"disseminate":[15],"knowledge":[16],"across":[17,25],"their":[18,132],"lifetime.":[19],"It":[20],"has":[21],"shown":[22],"promising":[23],"results":[24,212],"range":[27],"of":[28,34,42,82,95,125,164,196],"engineering":[29],"optimization":[30,110],"problems.":[31],"However,":[32],"one":[33],"its":[35,106,222],"major":[36],"limitations":[37],"lies":[38],"in":[39,58],"the":[40,47,53,109,123,136,162,175,189,194,197,204,215,219],"use":[41],"fixed":[43,101],"parameters":[44,107],"to":[45,55,154],"guide":[46],"search":[48,90,170,190],"process,":[49],"which":[50],"often":[51],"causes":[52],"get":[56],"stuck":[57],"local":[59,89,169,179],"optima.":[60],"To":[61,159,192],"address":[62],"this":[63],"challenge,":[64],"we":[65],"propose":[66],"an":[67,167],"Auto-Tuning":[68],"Memory-based":[69],"Adaptive":[70],"Local":[71],"Search":[72],"(ATMALS)":[73],"empowered":[74],"GSK,":[75,221],"is,":[77],"ATMALS-GSK.":[78],"This":[79,112,139],"enhanced":[80],"version":[81],"GSK":[83],"introduces":[84],"two":[85],"key":[86],"improvements:":[87],"adaptive":[88,168],"memory-driven":[92],"automatic":[93],"tuning":[94],"parameters.":[96],"Rather":[97],"than":[98],"relying":[99],"on":[100,131,135,203],"values,":[102],"ATMALS-GSK":[103,198,216],"continuously":[104],"adjusts":[105],"during":[108],"process.":[111],"achieved":[114],"through":[115],"Gaussian":[117],"distribution":[118],"mechanism":[119],"iteratively":[121],"updates":[122],"likelihood":[124],"selecting":[126],"different":[127],"parameter":[128],"values":[129],"based":[130],"historical":[133],"impact":[134],"fitness":[137,155],"function.":[138],"selection":[140],"process":[141],"guided":[143],"by":[144,227],"weighted":[146],"moving":[147],"average":[148],"tracks":[150],"each":[151],"parameter\u2019s":[152],"contribution":[153],"improvement":[156],"over":[157],"time.":[158],"further":[160],"reduce":[161],"risk":[163],"premature":[165],"convergence,":[166,232],"strategy":[171],"embedded,":[173],"facilitating":[174],"algorithm\u2019s":[176],"escape":[177],"from":[178],"traps":[180],"guiding":[182],"it":[183,200],"toward":[184],"more":[185],"optimal":[186],"regions":[187],"within":[188],"domain.":[191],"validate":[193],"effectiveness":[195],"algorithm,":[199],"evaluated":[202],"CEC":[205,208],"2011":[206],"2017":[209],"benchmarks.":[210],"indicate":[213],"outperforms":[218],"original":[220],"variants,":[223],"other":[225],"metaheuristics":[226],"delivering":[228],"greater":[229],"robustness,":[230],"quicker":[231],"superior":[234],"solution":[235],"quality.":[236]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}