{"id":"https://openalex.org/W7125920157","doi":"https://doi.org/10.1007/s12065-025-01132-9","title":"Adaptive hybrid differential evolution with local search: a robust global optimization approach","display_name":"Adaptive hybrid differential evolution with local search: a robust global optimization approach","publication_year":2026,"publication_date":"2026-01-28","ids":{"openalex":"https://openalex.org/W7125920157","doi":"https://doi.org/10.1007/s12065-025-01132-9"},"language":"en","primary_location":{"id":"doi:10.1007/s12065-025-01132-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12065-025-01132-9","pdf_url":null,"source":{"id":"https://openalex.org/S182392644","display_name":"Evolutionary Intelligence","issn_l":"1864-5909","issn":["1864-5909","1864-5917"],"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":"Evolutionary 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/A5025346628","display_name":"Eslam Mohamed Ahmed","orcid":"https://orcid.org/0000-0001-6278-8612"},"institutions":[{"id":"https://openalex.org/I154632036","display_name":"Misr University for Science and Technology","ror":"https://ror.org/05debfq75","country_code":"EG","type":"education","lineage":["https://openalex.org/I154632036"]},{"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":true,"raw_author_name":"Eslam Mohamed Ahmed","raw_affiliation_strings":["Center of Basic Science, Misr University for Science and Technology, 6TH of October City, Cairo, Egypt","Department of Engineering Mathematics and Physics, Faculty of Engineering, Fayoum University, Fayoum, 43518, Egypt"],"affiliations":[{"raw_affiliation_string":"Center of Basic Science, Misr University for Science and Technology, 6TH of October City, Cairo, Egypt","institution_ids":["https://openalex.org/I154632036"]},{"raw_affiliation_string":"Department of Engineering Mathematics and Physics, Faculty of Engineering, Fayoum University, Fayoum, 43518, Egypt","institution_ids":["https://openalex.org/I66513531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002846332","display_name":"Andrew Amgad","orcid":null},"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":"Andrew Amgad","raw_affiliation_strings":["Department of Engineering Mathematics and Physics, Faculty of Engineering, Fayoum University, Fayoum, 43518, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Mathematics and Physics, Faculty of Engineering, Fayoum University, Fayoum, 43518, Egypt","institution_ids":["https://openalex.org/I66513531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015695822","display_name":"Ahmed Ragab","orcid":"https://orcid.org/0000-0002-0075-203X"},"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":"Ahmed Ragab","raw_affiliation_strings":["Department of Engineering Mathematics and Physics, Faculty of Engineering, Fayoum University, Fayoum, 43518, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Mathematics and Physics, Faculty of Engineering, Fayoum University, Fayoum, 43518, Egypt","institution_ids":["https://openalex.org/I66513531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025346628"],"corresponding_institution_ids":["https://openalex.org/I154632036","https://openalex.org/I66513531"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31676711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9247000217437744,"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":0.9247000217437744,"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":0.0502999983727932,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.007799999788403511,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6974999904632568},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.6539999842643738},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.5878999829292297},{"id":"https://openalex.org/keywords/cuckoo-search","display_name":"Cuckoo search","score":0.4894999861717224},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.45829999446868896},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.45419999957084656},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.44620001316070557},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.4458000063896179},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.4309999942779541},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.41659998893737793}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6974999904632568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6801999807357788},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.656499981880188},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.6539999842643738},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.5878999829292297},{"id":"https://openalex.org/C117241572","wikidata":"https://www.wikidata.org/wiki/Q5192379","display_name":"Cuckoo search","level":3,"score":0.4894999861717224},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.45829999446868896},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.45419999957084656},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.44620001316070557},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.4458000063896179},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.4309999942779541},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41659998893737793},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4050999879837036},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.37439998984336853},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.37439998984336853},{"id":"https://openalex.org/C124145224","wikidata":"https://www.wikidata.org/wiki/Q6094397","display_name":"Iterated local search","level":3,"score":0.37290000915527344},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.3596999943256378},{"id":"https://openalex.org/C176181172","wikidata":"https://www.wikidata.org/wiki/Q3490301","display_name":"Nondeterministic algorithm","level":2,"score":0.35569998621940613},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.3488999903202057},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.3312000036239624},{"id":"https://openalex.org/C207002847","wikidata":"https://www.wikidata.org/wiki/Q2912857","display_name":"Evolution strategy","level":3,"score":0.31470000743865967},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.31279999017715454},{"id":"https://openalex.org/C135450995","wikidata":"https://www.wikidata.org/wiki/Q820272","display_name":"Hill climbing","level":2,"score":0.2962999939918518},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.28439998626708984},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.27869999408721924},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C2780354846","wikidata":"https://www.wikidata.org/wiki/Q24962946","display_name":"Local adaptation","level":3,"score":0.2727999985218048},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.26409998536109924},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.25999999046325684},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.25589999556541443},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.2524000108242035},{"id":"https://openalex.org/C117898588","wikidata":"https://www.wikidata.org/wiki/Q6664310","display_name":"Local convergence","level":3,"score":0.25049999356269836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12065-025-01132-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12065-025-01132-9","pdf_url":null,"source":{"id":"https://openalex.org/S182392644","display_name":"Evolutionary Intelligence","issn_l":"1864-5909","issn":["1864-5909","1864-5917"],"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":"Evolutionary Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W304154899","https://openalex.org/W1576888158","https://openalex.org/W1975935447","https://openalex.org/W2008164953","https://openalex.org/W2083028490","https://openalex.org/W2888315729","https://openalex.org/W2896261669","https://openalex.org/W3133445295","https://openalex.org/W3210660901","https://openalex.org/W3213785629","https://openalex.org/W4223633975","https://openalex.org/W4291366330","https://openalex.org/W4293767236","https://openalex.org/W4308033854","https://openalex.org/W4323980646","https://openalex.org/W4361007812","https://openalex.org/W4385880604","https://openalex.org/W4386278228","https://openalex.org/W4387150582","https://openalex.org/W4388819934","https://openalex.org/W4390604464","https://openalex.org/W4390946240","https://openalex.org/W4391014866","https://openalex.org/W4391305583","https://openalex.org/W4396776396","https://openalex.org/W4400645337","https://openalex.org/W4401494459","https://openalex.org/W4401852868","https://openalex.org/W4406077156","https://openalex.org/W4410505882"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-29T23:17:01.242718","created_date":"2026-01-29T00:00:00"}
