{"id":"https://openalex.org/W2041242714","doi":"https://doi.org/10.1109/ukci.2014.6930167","title":"Fuzzy adaptive parameter control of a late acceptance hyper-heuristic","display_name":"Fuzzy adaptive parameter control of a late acceptance hyper-heuristic","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W2041242714","doi":"https://doi.org/10.1109/ukci.2014.6930167","mag":"2041242714"},"language":"en","primary_location":{"id":"doi:10.1109/ukci.2014.6930167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ukci.2014.6930167","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 14th UK Workshop on Computational Intelligence (UKCI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://eprints.nottingham.ac.uk/27771/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068858464","display_name":"Warren G. Jackson","orcid":"https://orcid.org/0000-0002-5416-4460"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Warren G. Jackson","raw_affiliation_strings":["ASAP Research Group School of Computer Science, University of Nottingham, Nottingham, UK","ASAP Research Group, School of Computer Science, University of Nottingham, Jubilee Campus, Wollaton Road, Nottingham NG8\u00a01BB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ASAP Research Group School of Computer Science, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"ASAP Research Group, School of Computer Science, University of Nottingham, Jubilee Campus, Wollaton Road, Nottingham NG8\u00a01BB, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020026827","display_name":"Ender \u00d6zcan","orcid":"https://orcid.org/0000-0003-0276-1391"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ender Ozcan","raw_affiliation_strings":["ASAP Research Group School of Computer Science, University of Nottingham, Nottingham, UK","ASAP Research Group, School of Computer Science, University of Nottingham, Jubilee Campus, Wollaton Road, Nottingham NG8\u00a01BB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ASAP Research Group School of Computer Science, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"ASAP Research Group, School of Computer Science, University of Nottingham, Jubilee Campus, Wollaton Road, Nottingham NG8\u00a01BB, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091177679","display_name":"Robert John","orcid":"https://orcid.org/0000-0002-2341-9993"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Robert I. John","raw_affiliation_strings":["ASAP Research Group School of Computer Science, University of Nottingham, Nottingham, UK","ASAP Research Group, School of Computer Science, University of Nottingham, Jubilee Campus, Wollaton Road, Nottingham NG8\u00a01BB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ASAP Research Group School of Computer Science, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"ASAP Research Group, School of Computer Science, University of Nottingham, Jubilee Campus, Wollaton Road, Nottingham NG8\u00a01BB, UK","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.7597478628158569},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7221218347549438},{"id":"https://openalex.org/keywords/hyper-heuristic","display_name":"Hyper-heuristic","score":0.6469796299934387},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6128535270690918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5973074436187744},{"id":"https://openalex.org/keywords/null-move-heuristic","display_name":"Null-move heuristic","score":0.5649248957633972},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5330124497413635},{"id":"https://openalex.org/keywords/consistent-heuristic","display_name":"Consistent heuristic","score":0.526769757270813},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5153385996818542},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4491828680038452},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4307365417480469},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4233376681804657},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4199248254299164},{"id":"https://openalex.org/keywords/incremental-heuristic-search","display_name":"Incremental heuristic search","score":0.3975139856338501},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3305438160896301},{"id":"https://openalex.org/keywords/beam-search","display_name":"Beam search","score":0.13953253626823425},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.11387532949447632}],"concepts":[{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.7597478628158569},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7221218347549438},{"id":"https://openalex.org/C117270229","wikidata":"https://www.wikidata.org/wiki/Q5957539","display_name":"Hyper-heuristic","level":5,"score":0.6469796299934387},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6128535270690918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5973074436187744},{"id":"https://openalex.org/C114290370","wikidata":"https://www.wikidata.org/wiki/Q1415915","display_name":"Null-move heuristic","level":3,"score":0.5649248957633972},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5330124497413635},{"id":"https://openalex.org/C200246849","wikidata":"https://www.wikidata.org/wiki/Q5163226","display_name":"Consistent heuristic","level":5,"score":0.526769757270813},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5153385996818542},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4491828680038452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4307365417480469},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4233376681804657},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4199248254299164},{"id":"https://openalex.org/C139979381","wikidata":"https://www.wikidata.org/wiki/Q17056021","display_name":"Incremental heuristic search","level":4,"score":0.3975139856338501},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3305438160896301},{"id":"https://openalex.org/C19889080","wikidata":"https://www.wikidata.org/wiki/Q2835852","display_name":"Beam search","level":3,"score":0.13953253626823425},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.11387532949447632},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.0},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ukci.2014.6930167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ukci.2014.6930167","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 14th UK Workshop on Computational Intelligence (UKCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.nottingham.ac.uk:27771","is_oa":true,"landing_page_url":"http://eprints.nottingham.ac.uk/27771/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196365","display_name":"Nottingham ePrints (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:eprints.nottingham.ac.uk:34401","is_oa":true,"landing_page_url":"http://eprints.nottingham.ac.uk/34401/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196364","display_name":"Nottingham ePrints (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"pmh:oai:eprints.nottingham.ac.uk:27771","is_oa":true,"landing_page_url":"http://eprints.nottingham.ac.uk/27771/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196365","display_name":"Nottingham ePrints (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6414137052","display_name":null,"funder_award_id":"EP/H000968/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320311729","display_name":"University of Central Lancashire","ror":"https://ror.org/010jbqd54"},{"id":"https://openalex.org/F4320320273","display_name":"University of Cambridge","ror":"https://ror.org/013meh722"},{"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":25,"referenced_works":["https://openalex.org/W185205693","https://openalex.org/W1488136220","https://openalex.org/W1602788675","https://openalex.org/W1794976143","https://openalex.org/W1829921621","https://openalex.org/W1971889990","https://openalex.org/W1972291640","https://openalex.org/W1992176519","https://openalex.org/W2015277739","https://openalex.org/W2072441740","https://openalex.org/W2074281851","https://openalex.org/W2097352283","https://openalex.org/W2106625051","https://openalex.org/W2108910404","https://openalex.org/W2130501886","https://openalex.org/W2146879413","https://openalex.org/W2163039543","https://openalex.org/W2182332102","https://openalex.org/W2522473379","https://openalex.org/W2533856794","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W4249749961","https://openalex.org/W6607564919","https://openalex.org/W6685835638"],"related_works":["https://openalex.org/W3111117784","https://openalex.org/W2400861930","https://openalex.org/W2101174032","https://openalex.org/W2573689326","https://openalex.org/W1140243306","https://openalex.org/W2357125654","https://openalex.org/W2591041104","https://openalex.org/W2759607370","https://openalex.org/W2913108234","https://openalex.org/W2541970246"],"abstract_inverted_index":{"A":[0],"traditional":[1],"iterative":[2],"selection":[3,70,79],"hyper-heuristic":[4,71,80,91,114],"which":[5],"manages":[6],"a":[7,18,22,27,31,55,69,93,104,113],"set":[8],"of":[9,42,54,63,75],"low":[10],"level":[11],"heuristics":[12],"relies":[13],"on":[14,95],"two":[15],"core":[16],"components,":[17],"method":[19,32,67],"for":[20],"selecting":[21],"heuristic":[23,44],"to":[24,33,38,58,83],"apply":[25],"at":[26],"given":[28],"point,":[29],"and":[30,88],"decide":[34],"whether":[35],"or":[36],"not":[37],"accept":[39],"the":[40,43,60,76,89,96],"result":[41],"application.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49],"present":[50],"an":[51],"initial":[52],"study":[53],"fuzzy":[56,77,105],"system":[57,107],"control":[59,106],"list-size":[61],"parameter":[62,86],"late-acceptance":[64],"move":[65],"acceptance":[66],"as":[68],"component.":[72],"The":[73,100],"performance":[74],"controlled":[78],"is":[81],"compared":[82],"its":[84,116],"fixed":[85],"version":[87],"best":[90],"from":[92],"competition":[94],"MAX-SAT":[97],"problem":[98],"domain.":[99],"results":[101],"illustrate":[102],"that":[103],"can":[108],"potentially":[109],"be":[110],"effective":[111],"within":[112],"improving":[115],"performance.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}