{"id":"https://openalex.org/W2787500074","doi":"https://doi.org/10.1007/978-3-319-74730-9_6","title":"Towards Automatic Generation of Evolution Rules for Model-Driven Optimisation","display_name":"Towards Automatic Generation of Evolution Rules for Model-Driven Optimisation","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2787500074","doi":"https://doi.org/10.1007/978-3-319-74730-9_6","mag":"2787500074"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-74730-9_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-74730-9_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://kclpure.kcl.ac.uk/ws/files/73707758/Burdusel_Zschaler_GCM2017.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066493129","display_name":"Alexandru Burdusel","orcid":"https://orcid.org/0009-0001-5199-0046"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alexandru Burdusel","raw_affiliation_strings":["Department of Informatics, King\u2019s College London, London, WC2B 4BG, UK","Department of Informatics, King's College London, London, WC2B 4BG, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, King\u2019s College London, London, WC2B 4BG, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Department of Informatics, King's College London, London, WC2B 4BG, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090213114","display_name":"Steffen Zschaler","orcid":"https://orcid.org/0000-0001-9062-6637"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steffen Zschaler","raw_affiliation_strings":["Department of Informatics, King\u2019s College London, London, United Kingdom","Department of Informatics, King\u2019s College London, London, WC2B 4BG, UK","Department of Informatics, King's College London, London, WC2B 4BG, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, King\u2019s College London, London, United Kingdom","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Department of Informatics, King\u2019s College London, London, WC2B 4BG, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Department of Informatics, King's College London, London, WC2B 4BG, UK","institution_ids":["https://openalex.org/I183935753"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183935753"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":null,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"60","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10142","display_name":"Formal Methods in Verification","score":0.9837999939918518,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9818999767303467,"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":0.8177922964096069},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5715237259864807},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5422490835189819},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5110303163528442},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4853486120700836},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.44781070947647095},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4316445589065552},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3338361382484436},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13706743717193604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09624782204627991}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8177922964096069},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5715237259864807},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5422490835189819},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5110303163528442},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4853486120700836},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.44781070947647095},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4316445589065552},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3338361382484436},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13706743717193604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09624782204627991},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-74730-9_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-74730-9_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/d56bdb52-d8a5-4aec-a114-72dbe56e2fde","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/d56bdb52-d8a5-4aec-a114-72dbe56e2fde","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/73707758/Burdusel_Zschaler_GCM2017.pdf","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Burdusel , A &amp; Zschaler , S 2018 , Towards Automatic Generation of Evolution Rules for Model-Driven Optimisation . in Pre-Proceedings of the 8th International Workshop on Graph Computation Models (GCM'17) . https://doi.org/10.1007/978-3-319-74730-9_6","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/d56bdb52-d8a5-4aec-a114-72dbe56e2fde","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/d56bdb52-d8a5-4aec-a114-72dbe56e2fde","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/73707758/Burdusel_Zschaler_GCM2017.pdf","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Burdusel , A &amp; Zschaler , S 2018 , Towards Automatic Generation of Evolution Rules for Model-Driven Optimisation . in Pre-Proceedings of the 8th International Workshop on Graph Computation Models (GCM'17) . https://doi.org/10.1007/978-3-319-74730-9_6","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G8664578996","display_name":null,"funder_award_id":"1805606","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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2787500074.pdf","grobid_xml":"https://content.openalex.org/works/W2787500074.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W74576870","https://openalex.org/W1546910281","https://openalex.org/W2020452796","https://openalex.org/W2023814507","https://openalex.org/W2067514812","https://openalex.org/W2071863003","https://openalex.org/W2092382400","https://openalex.org/W2103736327","https://openalex.org/W2114990295","https://openalex.org/W2126105956","https://openalex.org/W2140759234","https://openalex.org/W2152551290","https://openalex.org/W2497387994","https://openalex.org/W2559311037","https://openalex.org/W2564236638","https://openalex.org/W2572778717","https://openalex.org/W2574554344","https://openalex.org/W2576712192","https://openalex.org/W2577966542","https://openalex.org/W2729042950","https://openalex.org/W4252076279","https://openalex.org/W4285719527","https://openalex.org/W6605181924"],"related_works":["https://openalex.org/W2807251790","https://openalex.org/W2353644209","https://openalex.org/W2799406489","https://openalex.org/W2593663830","https://openalex.org/W2348743188","https://openalex.org/W2902317490","https://openalex.org/W2049792449","https://openalex.org/W2463239216","https://openalex.org/W4387423451","https://openalex.org/W2900584650"],"abstract_inverted_index":{"Over":[0],"recent":[1],"years,":[2],"optimisation":[3,25,68,122,198],"and":[4,100,157,182],"evolutionary":[5],"search":[6,105],"have":[7],"seen":[8],"substantial":[9,92],"interest":[10],"in":[11,109,124,193],"the":[12,21,49,80,84,95,98,104,129],"MDE":[13,126],"research":[14],"community.":[15],"Many":[16],"of":[17,23,31,62,88,97,152,162,165,172,185],"these":[18,77,140],"techniques":[19],"require":[20],"specification":[22],"an":[24,59,125],"problem":[26,63,148],"to":[27,55,106,120,131,176,197],"include":[28],"a":[29,91,117,147,153,160,170,183],"set":[30,171],"model":[32],"transformations":[33],"for":[34,66,155],"deriving":[35],"new":[36,118],"solution":[37],"candidates":[38],"from":[39,146],"existing":[40],"ones.":[41],"For":[42],"some":[43],"problems\u2014for":[44],"example,":[45],"planning":[46],"problems,":[47],"where":[48],"domain":[50,74],"only":[51],"allows":[52],"specific":[53],"actions":[54],"be":[56,143,177],"taken\u2014this":[57],"is":[58,71],"appropriate":[60],"form":[61],"specification.":[64],"However,":[65],"many":[67],"problems":[69,123,156],"there":[70],"no":[72],"such":[73],"constraint.":[75],"In":[76,112],"cases":[78],"providing":[79],"transformation":[81],"rules":[82,89,141,191],"over-specifies":[83],"problem.":[85],"The":[86],"choice":[87],"has":[90],"impact":[93],"on":[94],"efficiency":[96],"search,":[99],"may":[101],"even":[102],"cause":[103],"get":[107],"stuck":[108],"local":[110],"optima.":[111],"this":[113,194],"paper,":[114],"we":[115,137],"propose":[116],"approach":[119],"specifying":[121],"context":[127],"without":[128],"need":[130],"explicitly":[132],"specify":[133],"evolution":[134],"rules.":[135,210],"Instead,":[136],"demonstrate":[138],"how":[139],"can":[142],"automatically":[144],"generated":[145,192],"description":[149],"that":[150,190,200],"consists":[151],"meta-model":[154],"candidate":[158,180],"solutions,":[159,169,181],"list":[161],"meta-classes,":[163],"instances":[164],"which":[166],"describe":[167],"potential":[168],"additional":[173],"multiplicity":[174],"constraints":[175],"satisfied":[178],"by":[179],"number":[184],"objective":[186],"functions.":[187],"We":[188],"show":[189],"way":[195],"lead":[196],"runs":[199],"are":[201],"at":[202],"least":[203],"as":[204,206],"efficient":[205],"those":[207],"using":[208],"hand-written":[209]},"counts_by_year":[{"year":2022,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
