{"id":"https://openalex.org/W2081524587","doi":"https://doi.org/10.1109/cec.2010.5586034","title":"MA-SW-Chains: Memetic algorithm based on local search chains for large scale continuous global optimization","display_name":"MA-SW-Chains: Memetic algorithm based on local search chains for large scale continuous global optimization","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2081524587","doi":"https://doi.org/10.1109/cec.2010.5586034","mag":"2081524587"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2010.5586034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586034","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","raw_type":"proceedings-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/A5070068995","display_name":"Daniel Molina","orcid":"https://orcid.org/0000-0002-4175-2204"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Daniel Molina","raw_affiliation_strings":["Department of Computer Languages and Systems, University of Cadiz, Cadiz, Spain","Dept. of Comput. Languages & Syst., Univ. of Cadiz, Ca\u0301diz, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Systems, University of Cadiz, Cadiz, Spain","institution_ids":["https://openalex.org/I39147953"]},{"raw_affiliation_string":"Dept. of Comput. Languages & Syst., Univ. of Cadiz, Ca\u0301diz, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085152745","display_name":"Manuel Lozano","orcid":"https://orcid.org/0000-0002-2188-7486"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Lozano","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain","Dept. of Computer Science and Artificial Intelligence, University of Granada, Granada 18071, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. of Computer Science and Artificial Intelligence, University of Granada, Granada 18071, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045016749","display_name":"Francisco Herrera","orcid":"https://orcid.org/0000-0002-7283-312X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Herrera","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain","Dept. of Computer Science and Artificial Intelligence, University of Granada, Granada 18071, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. of Computer Science and Artificial Intelligence, University of Granada, Granada 18071, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070068995"],"corresponding_institution_ids":["https://openalex.org/I39147953"],"apc_list":null,"apc_paid":null,"fwci":12.2083,"has_fulltext":false,"cited_by_count":182,"citation_normalized_percentile":{"value":0.98596697,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9950000047683716,"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":0.991599977016449,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.777458131313324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6740649342536926},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6026447415351868},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.601685643196106},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.589877188205719},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5848997235298157},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5476493239402771},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.5455313920974731},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5354438424110413},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5099326372146606},{"id":"https://openalex.org/keywords/memetics","display_name":"Memetics","score":0.5050104260444641},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4622582793235779},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.4574029743671417},{"id":"https://openalex.org/keywords/chaining","display_name":"Chaining","score":0.44706302881240845},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3459709584712982},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2168377935886383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19112250208854675}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.777458131313324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6740649342536926},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6026447415351868},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.601685643196106},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.589877188205719},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5848997235298157},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5476493239402771},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.5455313920974731},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5354438424110413},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5099326372146606},{"id":"https://openalex.org/C51620047","wikidata":"https://www.wikidata.org/wiki/Q23399","display_name":"Memetics","level":2,"score":0.5050104260444641},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4622582793235779},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.4574029743671417},{"id":"https://openalex.org/C49020025","wikidata":"https://www.wikidata.org/wiki/Q1059099","display_name":"Chaining","level":2,"score":0.44706302881240845},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3459709584712982},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2168377935886383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19112250208854675},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2010.5586034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586034","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W18216792","https://openalex.org/W1493291218","https://openalex.org/W1522489443","https://openalex.org/W1550894544","https://openalex.org/W1565902586","https://openalex.org/W1947393338","https://openalex.org/W2012771980","https://openalex.org/W2027945080","https://openalex.org/W2097263684","https://openalex.org/W2097437812","https://openalex.org/W2101677491","https://openalex.org/W2107913933","https://openalex.org/W2107915862","https://openalex.org/W2118840131","https://openalex.org/W2121429049","https://openalex.org/W2123859926","https://openalex.org/W2156566884","https://openalex.org/W2156773695","https://openalex.org/W2160835648","https://openalex.org/W2163647484","https://openalex.org/W2166513470","https://openalex.org/W2166843422","https://openalex.org/W2170186790","https://openalex.org/W6632830882","https://openalex.org/W6640918218","https://openalex.org/W6683195961","https://openalex.org/W6684276203"],"related_works":["https://openalex.org/W2163647484","https://openalex.org/W2388961298","https://openalex.org/W2020131881","https://openalex.org/W2122102648","https://openalex.org/W1998981559","https://openalex.org/W2278624910","https://openalex.org/W2024203849","https://openalex.org/W1990478250","https://openalex.org/W3034910425","https://openalex.org/W2152512538"],"abstract_inverted_index":{"Memetic":[0],"algorithms":[1,4,40],"are":[2,21],"effective":[3],"to":[5,73,95,104],"obtain":[6],"reliable":[7],"and":[8],"accurate":[9],"solutions":[10],"for":[11,33,65],"complex":[12],"continuous":[13],"optimization":[14,19,35,98],"problems.":[15,110],"Nowadays,":[16],"high":[17,28],"dimensional":[18],"problems":[20,32,123],"an":[22,93],"interesting":[23],"field":[24],"of":[25,99,129],"research.":[26],"The":[27],"dimensionality":[29],"introduces":[30],"new":[31],"the":[34,43,49,114,121,126,135],"process,":[36],"requiring":[37],"more":[38],"scalable":[39],"that,":[41],"at":[42],"same":[44],"time,":[45],"could":[46],"explore":[47],"better":[48],"higher":[50],"domain":[51],"space":[52],"around":[53],"each":[54,74],"solution.":[55],"In":[56],"this":[57],"work,":[58],"we":[59,112],"proposed":[60],"a":[61,76,100],"memetic":[62],"algorithm,":[63,102],"MA-SW-Chains,":[64],"large":[66,96],"scale":[67,97],"global":[68],"optimization.":[69],"This":[70],"algorithm":[71],"assigns":[72],"individual":[75],"local":[77,88],"search":[78,89],"intensity":[79],"that":[80],"depends":[81],"on":[82,108,134,138],"its":[83,106],"features,":[84],"by":[85,117],"chaining":[86],"different":[87],"applications.":[90],"MA-SW-Chains":[91],"is":[92],"adaptation":[94],"previous":[101],"MA-CMA-Chains,":[103],"improve":[105],"performance":[107],"high-dimensional":[109],"Finally,":[111],"present":[113],"results":[115],"obtained":[116],"our":[118],"proposal":[119],"using":[120],"benchmark":[122],"defined":[124],"in":[125,141],"Special":[127],"Session":[128],"Large":[130],"Scale":[131],"Global":[132],"Optimization":[133],"IEEE":[136],"Congress":[137],"Evolutionary":[139],"Computation":[140],"2010.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":20},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":15},{"year":2013,"cited_by_count":13},{"year":2012,"cited_by_count":7}],"updated_date":"2026-03-29T06:01:01.467347","created_date":"2025-10-10T00:00:00"}