{"id":"https://openalex.org/W4288435397","doi":"https://doi.org/10.1007/s10489-022-03899-1","title":"Triangular mutation-based manta-ray foraging optimization and orthogonal learning for global optimization and engineering problems","display_name":"Triangular mutation-based manta-ray foraging optimization and orthogonal learning for global optimization and engineering problems","publication_year":2022,"publication_date":"2022-07-28","ids":{"openalex":"https://openalex.org/W4288435397","doi":"https://doi.org/10.1007/s10489-022-03899-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-022-03899-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-022-03899-1","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","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/A5057217204","display_name":"Mohamed Abd Elaziz","orcid":"https://orcid.org/0000-0002-7682-6269"},"institutions":[{"id":"https://openalex.org/I4400009028","display_name":"Galala University","ror":"https://ror.org/04x3ne739","country_code":null,"type":"education","lineage":["https://openalex.org/I4400009028"]},{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]},{"id":"https://openalex.org/I130009713","display_name":"Suez University","ror":"https://ror.org/00ndhrx30","country_code":"EG","type":"education","lineage":["https://openalex.org/I130009713"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed Abd Elaziz","raw_affiliation_strings":["Department of Mathematics, Faculty of Science, Zagazig University, Zagazig, 44519, Egypt","Faculty of Computer Science and Engineering, Galala University, Suez, 435611, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Zagazig University, Zagazig, 44519, Egypt","institution_ids":["https://openalex.org/I192398990"]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Galala University, Suez, 435611, Egypt","institution_ids":["https://openalex.org/I130009713","https://openalex.org/I4400009028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023403556","display_name":"Laith Abualigah","orcid":"https://orcid.org/0000-0002-2203-4549"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]},{"id":"https://openalex.org/I145380033","display_name":"Amman Arab University","ror":"https://ror.org/039xekb14","country_code":"JO","type":"education","lineage":["https://openalex.org/I145380033"]},{"id":"https://openalex.org/I91633459","display_name":"Middle East University","ror":"https://ror.org/059bgad73","country_code":"JO","type":"education","lineage":["https://openalex.org/I91633459"]},{"id":"https://openalex.org/I104941359","display_name":"Al-Ahliyya Amman University","ror":"https://ror.org/00xddhq60","country_code":"JO","type":"education","lineage":["https://openalex.org/I104941359"]}],"countries":["JO","MY"],"is_corresponding":false,"raw_author_name":"Laith Abualigah","raw_affiliation_strings":["Faculty of Computer Sciences and Informatics, Amman Arab University, 11953, Amman, Jordan","Faculty of Information Technology, Middle East University, Amman, 11831, Jordan","Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman, Jordan","School of Computer Sciences, Universiti Sains Malaysia, Pulau Pinang, 11800, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Sciences and Informatics, Amman Arab University, 11953, Amman, Jordan","institution_ids":["https://openalex.org/I145380033"]},{"raw_affiliation_string":"Faculty of Information Technology, Middle East University, Amman, 11831, Jordan","institution_ids":["https://openalex.org/I91633459"]},{"raw_affiliation_string":"Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman, Jordan","institution_ids":["https://openalex.org/I104941359"]},{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Pulau Pinang, 11800, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078519359","display_name":"Ahmed A. Ewees","orcid":"https://orcid.org/0000-0002-0666-7055"},"institutions":[{"id":"https://openalex.org/I126427551","display_name":"Damietta University","ror":"https://ror.org/035h3r191","country_code":"EG","type":"education","lineage":["https://openalex.org/I126427551"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed A Ewees","raw_affiliation_strings":["Department of Computer, Damietta University, Damietta, 34517, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Computer, Damietta University, Damietta, 34517, Egypt","institution_ids":["https://openalex.org/I126427551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067624332","display_name":"Mohammed A. A. Al\u2010qaness","orcid":"https://orcid.org/0000-0002-6956-7641"},"institutions":[{"id":"https://openalex.org/I170535673","display_name":"Sana'a University","ror":"https://ror.org/04hcvaf32","country_code":"YE","type":"education","lineage":["https://openalex.org/I170535673"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN","YE"],"is_corresponding":true,"raw_author_name":"Mohammed AA Al-qaness","raw_affiliation_strings":["Faculty of Engineering, Sana\u2019a University, Sana\u2019a, 12544, Yemen","State Key Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, 430079, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Sana\u2019a University, Sana\u2019a, 12544, Yemen","institution_ids":["https://openalex.org/I170535673"]},{"raw_affiliation_string":"State Key Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021159901","display_name":"Reham R. Mostafa","orcid":"https://orcid.org/0000-0001-6917-7873"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Reham R Mostafa","raw_affiliation_strings":["Department of Information Systems, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061573149","display_name":"Dalia Yousri","orcid":"https://orcid.org/0000-0001-6551-2371"},"institutions":[{"id":"https://openalex.org/I66513531","display_name":"Fayoum University","ror":"https://ror.org/023gzwx10","country_code":"EG","type":"education","lineage":["https://openalex.org/I66513531"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Dalia Yousri","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, Fayoum University, Fayoum, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Fayoum University, Fayoum, Egypt","institution_ids":["https://openalex.org/I66513531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031529146","display_name":"Rehab Ali Ibrahim","orcid":"https://orcid.org/0000-0002-4340-1934"},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Rehab Ali Ibrahim","raw_affiliation_strings":["Department of Mathematics, Faculty of Science, Zagazig University, Zagazig, 44519, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Zagazig University, Zagazig, 44519, Egypt","institution_ids":["https://openalex.org/I192398990"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5067624332"],"corresponding_institution_ids":["https://openalex.org/I170535673","https://openalex.org/I37461747","https://openalex.org/I4210118728"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.1724,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.92744482,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"53","issue":"7","first_page":"7788","last_page":"7817"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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":1.0,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"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":0.8271445035934448},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6822837591171265},{"id":"https://openalex.org/keywords/engineering-optimization","display_name":"Engineering optimization","score":0.6420183181762695},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6334600448608398},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5564372539520264},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4504958391189575},{"id":"https://openalex.org/keywords/foraging","display_name":"Foraging","score":0.43539249897003174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34802061319351196},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26414886116981506},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10495337843894958}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8271445035934448},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6822837591171265},{"id":"https://openalex.org/C110850998","wikidata":"https://www.wikidata.org/wiki/Q5377895","display_name":"Engineering optimization","level":3,"score":0.6420183181762695},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6334600448608398},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5564372539520264},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4504958391189575},{"id":"https://openalex.org/C165287380","wikidata":"https://www.wikidata.org/wiki/Q2916569","display_name":"Foraging","level":2,"score":0.43539249897003174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34802061319351196},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26414886116981506},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10495337843894958},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-022-03899-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-022-03899-1","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W883434633","https://openalex.org/W1424196965","https://openalex.org/W1985334587","https://openalex.org/W1990966828","https://openalex.org/W1999284878","https://openalex.org/W2002713790","https://openalex.org/W2003890325","https://openalex.org/W2031183907","https://openalex.org/W2037960630","https://openalex.org/W2053940560","https://openalex.org/W2061438946","https://openalex.org/W2072955302","https://openalex.org/W2083000360","https://openalex.org/W2085829776","https://openalex.org/W2096524645","https://openalex.org/W2108179244","https://openalex.org/W2135879356","https://openalex.org/W2140796089","https://openalex.org/W2143055330","https://openalex.org/W2147271386","https://openalex.org/W2220913511","https://openalex.org/W2221148967","https://openalex.org/W2232317135","https://openalex.org/W2290883490","https://openalex.org/W2604154597","https://openalex.org/W2726592172","https://openalex.org/W2727612717","https://openalex.org/W2738900493","https://openalex.org/W2808223626","https://openalex.org/W2889336528","https://openalex.org/W2913003339","https://openalex.org/W2943857514","https://openalex.org/W2962182762","https://openalex.org/W2966984528","https://openalex.org/W2982453621","https://openalex.org/W2991414661","https://openalex.org/W2991490332","https://openalex.org/W3000881061","https://openalex.org/W3008918677","https://openalex.org/W3022793865","https://openalex.org/W3023596779","https://openalex.org/W3030709604","https://openalex.org/W3032730445","https://openalex.org/W3044434276","https://openalex.org/W3047212778","https://openalex.org/W3048364450","https://openalex.org/W3087898308","https://openalex.org/W3111362875","https://openalex.org/W3119051141","https://openalex.org/W3212797097"],"related_works":["https://openalex.org/W4375949242","https://openalex.org/W1480600971","https://openalex.org/W2743035996","https://openalex.org/W3091960796","https://openalex.org/W2045050140","https://openalex.org/W1489314656","https://openalex.org/W269924725","https://openalex.org/W2889906665","https://openalex.org/W2986577950","https://openalex.org/W2907206257"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}