{"id":"https://openalex.org/W4385223071","doi":"https://doi.org/10.1145/3583133.3596338","title":"How to Tell a Fish from a Bee: Constructing Meta-Heuristic Search Behaviour Characteristics","display_name":"How to Tell a Fish from a Bee: Constructing Meta-Heuristic Search Behaviour Characteristics","publication_year":2023,"publication_date":"2023-07-15","ids":{"openalex":"https://openalex.org/W4385223071","doi":"https://doi.org/10.1145/3583133.3596338"},"language":"en","primary_location":{"id":"doi:10.1145/3583133.3596338","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583133.3596338","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583133.3596338","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3583133.3596338","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102746376","display_name":"Lauren Hayward","orcid":"https://orcid.org/0000-0003-2801-5370"},"institutions":[{"id":"https://openalex.org/I26092322","display_name":"Stellenbosch University","ror":"https://ror.org/05bk57929","country_code":"ZA","type":"education","lineage":["https://openalex.org/I26092322"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Lauren Hayward","raw_affiliation_strings":["Computer Science, Stellenbosch University, Stellenbosch, Western Cape, South Africa"],"affiliations":[{"raw_affiliation_string":"Computer Science, Stellenbosch University, Stellenbosch, Western Cape, South Africa","institution_ids":["https://openalex.org/I26092322"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039197997","display_name":"Andries P. Engelbrecht","orcid":"https://orcid.org/0000-0002-0242-3539"},"institutions":[{"id":"https://openalex.org/I26092322","display_name":"Stellenbosch University","ror":"https://ror.org/05bk57929","country_code":"ZA","type":"education","lineage":["https://openalex.org/I26092322"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Andries Engelbrecht","raw_affiliation_strings":["Stellenbosch University, Stellenbosch, South Africa"],"affiliations":[{"raw_affiliation_string":"Stellenbosch University, Stellenbosch, South Africa","institution_ids":["https://openalex.org/I26092322"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102746376"],"corresponding_institution_ids":["https://openalex.org/I26092322"],"apc_list":null,"apc_paid":null,"fwci":1.0474,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80974017,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1562","last_page":"1569"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.989300012588501,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.989300012588501,"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":0.9871000051498413,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9804999828338623,"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/heuristics","display_name":"Heuristics","score":0.9094110727310181},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.7939807176589966},{"id":"https://openalex.org/keywords/meta-heuristic","display_name":"Meta heuristic","score":0.626715362071991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6171988248825073},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.549141526222229},{"id":"https://openalex.org/keywords/iterated-function","display_name":"Iterated function","score":0.5424796342849731},{"id":"https://openalex.org/keywords/iterated-local-search","display_name":"Iterated local search","score":0.5140722990036011},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4654937982559204},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.4641474485397339},{"id":"https://openalex.org/keywords/meta-analysis","display_name":"Meta-analysis","score":0.44512954354286194},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42792007327079773},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.368177592754364},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36024197936058044},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23229670524597168},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2145533263683319},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.05760970711708069}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.9094110727310181},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.7939807176589966},{"id":"https://openalex.org/C2988037039","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Meta heuristic","level":2,"score":0.626715362071991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6171988248825073},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.549141526222229},{"id":"https://openalex.org/C140479938","wikidata":"https://www.wikidata.org/wiki/Q5254619","display_name":"Iterated function","level":2,"score":0.5424796342849731},{"id":"https://openalex.org/C124145224","wikidata":"https://www.wikidata.org/wiki/Q6094397","display_name":"Iterated local search","level":3,"score":0.5140722990036011},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4654937982559204},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.4641474485397339},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.44512954354286194},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42792007327079773},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.368177592754364},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36024197936058044},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23229670524597168},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2145533263683319},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05760970711708069},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583133.3596338","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583133.3596338","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583133.3596338","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3583133.3596338","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583133.3596338","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583133.3596338","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385223071.pdf","grobid_xml":"https://content.openalex.org/works/W4385223071.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1568052645","https://openalex.org/W2025306728","https://openalex.org/W2092993939","https://openalex.org/W2119401655","https://openalex.org/W2744373403","https://openalex.org/W3032192015","https://openalex.org/W3128946898","https://openalex.org/W3151941575","https://openalex.org/W3154955557","https://openalex.org/W3162702846","https://openalex.org/W4245793239"],"related_works":["https://openalex.org/W1521890650","https://openalex.org/W1519721544","https://openalex.org/W2013564586","https://openalex.org/W1490782680","https://openalex.org/W4327623330","https://openalex.org/W1532406186","https://openalex.org/W2110716158","https://openalex.org/W2327445905","https://openalex.org/W2888670731","https://openalex.org/W3022559759"],"abstract_inverted_index":{"New":[0],"meta-heuristics":[1,63,79,88,99],"are":[2,16,66,100],"often":[3],"neglected":[4],"in":[5,53],"terms":[6],"of":[7,18,28,48],"the":[8,19,22,26,36,58],"methods":[9],"used":[10,60],"to":[11,21,34,43,61,68,102],"describe":[12,35],"them.":[13],"Uninspired":[14],"descriptions":[15],"given":[17],"speed":[20],"global":[23],"minima":[24,30],"and":[25,86],"number":[27],"local":[29],"found,":[31],"but":[32],"little":[33],"search":[37,49],"characteristics":[38],"that":[39],"make":[40,62],"it":[41],"possible":[42],"do":[44],"so.":[45],"The":[46],"lack":[47],"behaviour":[50],"descriptors":[51],"results":[52],"a":[54,96],"loss.":[55],"Without":[56,94],"discussing":[57],"tools":[59,72],"efficient,":[64],"we":[65],"unable":[67],"apply":[69],"those":[70],"same":[71],"elsewhere.":[73],"By":[74],"using":[75,83],"such":[76,95],"descriptors,":[77],"older":[78],"can":[80,89],"be":[81,90,103],"improved":[82],"new":[84,87],"ideas,":[85],"continually":[91],"iterated":[92],"on.":[93],"cycle,":[97],"all":[98],"destined":[101],"shelved.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
