{"id":"https://openalex.org/W2072680118","doi":"https://doi.org/10.1145/2739482.2768498","title":"Metaheuristic Design Pattern","display_name":"Metaheuristic Design Pattern","publication_year":2015,"publication_date":"2015-07-10","ids":{"openalex":"https://openalex.org/W2072680118","doi":"https://doi.org/10.1145/2739482.2768498","mag":"2072680118"},"language":"en","primary_location":{"id":"doi:10.1145/2739482.2768498","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2768498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and 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/A5054861084","display_name":"Hamzeh Aljawawdeh","orcid":null},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Hamzeh J. Aljawawdeh","raw_affiliation_strings":["University of the West of England, Bristol, United Kingdom","University of the West of England, Bristol, United Kingdom,"],"affiliations":[{"raw_affiliation_string":"University of the West of England, Bristol, United Kingdom","institution_ids":["https://openalex.org/I178535277"]},{"raw_affiliation_string":"University of the West of England, Bristol, United Kingdom,","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009460773","display_name":"Christopher L. Simons","orcid":"https://orcid.org/0000-0003-3142-4992"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christopher L. Simons","raw_affiliation_strings":["University of the West of England, Bristol, United Kingdom","University of the West of England, Bristol, United Kingdom,"],"affiliations":[{"raw_affiliation_string":"University of the West of England, Bristol, United Kingdom","institution_ids":["https://openalex.org/I178535277"]},{"raw_affiliation_string":"University of the West of England, Bristol, United Kingdom,","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101736412","display_name":"Mohammed Odeh","orcid":"https://orcid.org/0000-0001-9619-509X"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammed Odeh","raw_affiliation_strings":["University of the West of England, Bristol, United Kingdom","University of the West of England, Bristol, United Kingdom,"],"affiliations":[{"raw_affiliation_string":"University of the West of England, Bristol, United Kingdom","institution_ids":["https://openalex.org/I178535277"]},{"raw_affiliation_string":"University of the West of England, Bristol, United Kingdom,","institution_ids":["https://openalex.org/I178535277"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054861084"],"corresponding_institution_ids":["https://openalex.org/I178535277"],"apc_list":null,"apc_paid":null,"fwci":1.48263299,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82940123,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1257","last_page":"1260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11349","display_name":"Music Technology and Sound Studies","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11729","display_name":"Product Development and Customization","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.7865591049194336},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.764617919921875},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7375065088272095},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.7358318567276001},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5717084407806396},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49909400939941406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4873524606227875},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.44465121626853943},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3683895170688629},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12855002284049988}],"concepts":[{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.7865591049194336},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.764617919921875},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7375065088272095},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7358318567276001},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5717084407806396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49909400939941406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4873524606227875},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44465121626853943},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3683895170688629},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12855002284049988},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2739482.2768498","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2768498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G6794522244","display_name":null,"funder_award_id":"EP/J017515/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1510270533","https://openalex.org/W1561610472","https://openalex.org/W1571361733","https://openalex.org/W1697311303","https://openalex.org/W1884891163","https://openalex.org/W1980852127","https://openalex.org/W1984620536","https://openalex.org/W1989773356","https://openalex.org/W2008499862","https://openalex.org/W2021776358","https://openalex.org/W2040378535","https://openalex.org/W2042247314","https://openalex.org/W2044258615","https://openalex.org/W2074921660","https://openalex.org/W2076221557","https://openalex.org/W2077433479","https://openalex.org/W2093586902","https://openalex.org/W2111541221","https://openalex.org/W2119370229","https://openalex.org/W2127004551","https://openalex.org/W2133390518","https://openalex.org/W2133496219","https://openalex.org/W2136386226","https://openalex.org/W2140204382","https://openalex.org/W2147761741","https://openalex.org/W2151019861","https://openalex.org/W2166129212","https://openalex.org/W2166869510","https://openalex.org/W2170108591","https://openalex.org/W2170589503","https://openalex.org/W2493109494","https://openalex.org/W2495684637","https://openalex.org/W2606395562","https://openalex.org/W4246553962","https://openalex.org/W4285719527","https://openalex.org/W6652304802","https://openalex.org/W6723764668"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"In":[0],"interactive":[1,77],"metaheuristic":[2,61],"search,":[3],"the":[4,9,12,21,59],"human":[5,35,41],"helps":[6],"to":[7,18,30,33],"steer":[8],"trajectory":[10],"of":[11,23],"search":[13],"by":[14,57],"providing":[15],"qualitative":[16,36],"evaluation":[17,37],"assist":[19],"in":[20],"selection":[22],"solution":[24],"individuals.":[25],"It":[26],"can":[27],"be":[28],"challenging":[29],"design":[31,62],"mechanisms":[32],"exploit":[34],"taking":[38],"into":[39],"account":[40],"trade-off":[42],"judgments":[43],"among":[44],"competing":[45],"criteria":[46],"and":[47,50,71,74,78],"implicit":[48,72],"knowledge":[49,73],"experience.":[51],"This":[52],"paper":[53],"addresses":[54],"this":[55],"challenge":[56],"proposing":[58],"Preference":[60],"pattern":[63],"involving":[64],"six":[65],"abstractions":[66],"across":[67],"two":[68],"dimensions:":[69],"explicit":[70],"a":[75,79],"priori,":[76],"posteriori":[80],"timings.":[81]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
