{"id":"https://openalex.org/W2755485619","doi":"https://doi.org/10.1142/s0218213017500221","title":"Nature Inspired Optimization Algorithms Related to Physical Phenomena and Laws of Science: A Survey","display_name":"Nature Inspired Optimization Algorithms Related to Physical Phenomena and Laws of Science: A Survey","publication_year":2017,"publication_date":"2017-09-18","ids":{"openalex":"https://openalex.org/W2755485619","doi":"https://doi.org/10.1142/s0218213017500221","mag":"2755485619"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213017500221","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213017500221","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":null,"display_name":"Tzanetos Alexandros","orcid":"https://orcid.org/0000-0002-2437-4184"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Tzanetos Alexandros","raw_affiliation_strings":["Management and Decision Engineering Laboratory, Department of Financial and Management Engineering, University of the Aegean, 41 Kountouriotou Str. Chios, 82100, Greece"],"raw_orcid":"https://orcid.org/0000-0002-2437-4184","affiliations":[{"raw_affiliation_string":"Management and Decision Engineering Laboratory, Department of Financial and Management Engineering, University of the Aegean, 41 Kountouriotou Str. Chios, 82100, Greece","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112321489","display_name":"Dounias Georgios","orcid":null},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dounias Georgios","raw_affiliation_strings":["Management and Decision Engineering Laboratory, Department of Financial and Management Engineering, University of the Aegean, 41 Kountouriotou Str. Chios, 82100, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management and Decision Engineering Laboratory, Department of Financial and Management Engineering, University of the Aegean, 41 Kountouriotou Str. Chios, 82100, Greece","institution_ids":["https://openalex.org/I98805295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98805295"],"apc_list":null,"apc_paid":null,"fwci":1.7944,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.88937528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"26","issue":"06","first_page":"1750022","last_page":"1750022"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9984999895095825,"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":0.9984999895095825,"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/T11220","display_name":"Water Systems and Optimization","score":0.9821000099182129,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9775999784469604,"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/computer-science","display_name":"Computer science","score":0.77287757396698},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.6044914722442627},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5821591019630432},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5105684995651245},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4333954453468323},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42376166582107544},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.41764163970947266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3909285366535187},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3174760937690735},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26722007989883423},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.24448490142822266},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1272905170917511}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.77287757396698},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.6044914722442627},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5821591019630432},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5105684995651245},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4333954453468323},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42376166582107544},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41764163970947266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3909285366535187},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3174760937690735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26722007989883423},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.24448490142822266},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1272905170917511}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218213017500221","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213017500221","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":[{"score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W25291638","https://openalex.org/W143811662","https://openalex.org/W938946571","https://openalex.org/W1102883814","https://openalex.org/W1121510157","https://openalex.org/W1547149753","https://openalex.org/W1578818144","https://openalex.org/W1596195064","https://openalex.org/W1608964869","https://openalex.org/W1916192383","https://openalex.org/W1976355718","https://openalex.org/W1981371890","https://openalex.org/W1984130668","https://openalex.org/W1984762043","https://openalex.org/W1985065909","https://openalex.org/W1985472194","https://openalex.org/W1987115965","https://openalex.org/W1989057474","https://openalex.org/W1990966828","https://openalex.org/W2006694777","https://openalex.org/W2007357498","https://openalex.org/W2013489279","https://openalex.org/W2017218796","https://openalex.org/W2019056141","https://openalex.org/W2022418136","https://openalex.org/W2024060531","https://openalex.org/W2024989874","https://openalex.org/W2026599035","https://openalex.org/W2031014442","https://openalex.org/W2035333405","https://openalex.org/W2041629655","https://openalex.org/W2044410443","https://openalex.org/W2053900004","https://openalex.org/W2055651651","https://openalex.org/W2056811412","https://openalex.org/W2061597025","https://openalex.org/W2070286606","https://openalex.org/W2072118012","https://openalex.org/W2072501113","https://openalex.org/W2072955302","https://openalex.org/W2073117529","https://openalex.org/W2080381743","https://openalex.org/W2083343737","https://openalex.org/W2091372174","https://openalex.org/W2091564852","https://openalex.org/W2096158223","https://openalex.org/W2096673585","https://openalex.org/W2105207789","https://openalex.org/W2107889310","https://openalex.org/W2136554306","https://openalex.org/W2145810560","https://openalex.org/W2154756201","https://openalex.org/W2154878364","https://openalex.org/W2170656544","https://openalex.org/W2172270145","https://openalex.org/W2229377627","https://openalex.org/W2238694800","https://openalex.org/W2295792713","https://openalex.org/W2335207368","https://openalex.org/W2347945673","https://openalex.org/W2624834691","https://openalex.org/W2764563804","https://openalex.org/W2992161528","https://openalex.org/W4205365550","https://openalex.org/W4211007335","https://openalex.org/W4251111426","https://openalex.org/W4285719527","https://openalex.org/W4293860453"],"related_works":["https://openalex.org/W2386354199","https://openalex.org/W2382364780","https://openalex.org/W2073248645","https://openalex.org/W2728321166","https://openalex.org/W2362147779","https://openalex.org/W2927762133","https://openalex.org/W2953890754","https://openalex.org/W2809951303","https://openalex.org/W2988198694","https://openalex.org/W3212179065"],"abstract_inverted_index":{"In":[0,31],"the":[1,16,64,83,87,125,133],"last":[2],"decade":[3],"a":[4,34,91],"new":[5,35],"variety":[6],"of":[7,29,37,66,79,85,93,135,138],"nature":[8,25,69,139],"inspired":[9,70,140],"optimization":[10,51,71,152],"algorithms":[11,38,49,55,72,141],"has":[12,98],"been":[13,99],"appeared.":[14],"After":[15],"swarm":[17,57],"based":[18],"models,":[19],"researchers":[20],"turned":[21],"their":[22,148],"inspiration":[23],"in":[24,90,110,142],"phenomena":[26,76],"and":[27,56,77,81,157],"laws":[28,78],"science.":[30],"this":[32,119,136],"way":[33],"category":[36],"was":[39],"born,":[40],"equally":[41],"effective":[42],"or":[43],"even":[44],"sometimes":[45],"superior":[46],"to":[47,74,101,147],"known":[48],"for":[50,115],"problems,":[52,145],"like":[53],"genetic":[54],"intelligence":[58],"schemes.":[59],"The":[60,129],"present":[61],"survey":[62],"depicts":[63],"evolution":[65],"research":[67,144],"on":[68,104],"related":[73,126],"physical":[75],"science":[80],"discusses":[82],"possibilities":[84],"using":[86],"presented":[88],"approaches":[89,117],"number":[92],"different":[94,112],"applications.":[95],"An":[96],"attempt":[97],"made":[100],"draw":[102],"conclusions":[103],"what":[105],"algorithm":[106],"could":[107,121],"be":[108,122],"used":[109],"which":[111],"problem":[113],"areas,":[114],"those":[116],"that":[118],"information":[120],"extracted":[123],"from":[124],"papers":[127],"studied.":[128],"paper":[130],"also":[131],"underlines":[132],"usage":[134],"kind":[137],"industrial":[143],"due":[146],"better":[149],"confrontation":[150],"with":[151,155],"problems":[153],"represented":[154],"nodes":[156],"edges.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
