{"id":"https://openalex.org/W4401415128","doi":"https://doi.org/10.1109/cec60901.2024.10612035","title":"Scalable Polynomial RegEM(a)O for Multi-lMany-objective Platform-based Design Optimization Problems","display_name":"Scalable Polynomial RegEM(a)O for Multi-lMany-objective Platform-based Design Optimization Problems","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4401415128","doi":"https://doi.org/10.1109/cec60901.2024.10612035"},"language":"en","primary_location":{"id":"doi:10.1109/cec60901.2024.10612035","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10612035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5049905796","display_name":"Ritam Guha","orcid":"https://orcid.org/0000-0002-1375-777X"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ritam Guha","raw_affiliation_strings":["Michigan State University,Computer Science and Engineering Department,East Lansing,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan State University,Computer Science and Engineering Department,East Lansing,USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088394271","display_name":"Kalyanmoy Deb","orcid":"https://orcid.org/0000-0001-7402-9939"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kalyanmoy Deb","raw_affiliation_strings":["Michigan State University,Electrical and Computer Engineering Department,East Lansing,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan State University,Electrical and Computer Engineering Department,East Lansing,USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I87216513"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9995999932289124,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/computer-science","display_name":"Computer science","score":0.6777302622795105},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.639155387878418},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.4755658507347107},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3381531238555908},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3365071415901184},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20700502395629883},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10918289422988892}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6777302622795105},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.639155387878418},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.4755658507347107},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3381531238555908},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3365071415901184},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20700502395629883},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10918289422988892},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec60901.2024.10612035","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10612035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2022485595","https://openalex.org/W2116661285","https://openalex.org/W2126105956","https://openalex.org/W2151415616","https://openalex.org/W2524168323","https://openalex.org/W2954312269","https://openalex.org/W4309862214","https://openalex.org/W4323643293","https://openalex.org/W4323643593","https://openalex.org/W4383751690","https://openalex.org/W4389041381"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2389214306","https://openalex.org/W4396696052","https://openalex.org/W2382290278"],"abstract_inverted_index":{"The":[0],"goal":[1],"of":[2,43,56,83,97,104,144],"a":[3,13,41,64,94,101,142],"generic":[4],"evolutionary":[5],"multi-":[6,84],"or":[7,24,85],"many-objective":[8,86],"algorithm":[9],"is":[10,35],"to":[11,38,91,141,152],"explore":[12],"search":[14,92],"space":[15],"and":[16,132,146],"find":[17,40],"the":[18,53,79,113],"trade-off":[19,44,57,98],"optimal":[20,45],"solutions":[21,99,118],"for":[22,93],"two":[23],"more":[25],"conflicting":[26],"objectives.":[27],"In":[28,135],"platform-based":[29],"practical":[30,155],"design":[31,150],"optimization":[32,67],"problems,":[33],"it":[34,89],"not":[36],"sufficient":[37],"just":[39],"set":[42],"solutions,":[46,116],"certain":[47],"regularity":[48,76,106],"properties":[49,121],"are":[50],"expected":[51],"in":[52],"entire":[54],"fleet":[55],"solutions.":[58],"For":[59],"this":[60,136],"purpose,":[61],"we":[62,138],"propose":[63],"scalable":[65],"regularity-based":[66],"framework":[68],"-":[69,71],"RegEM(a)O":[70,140],"which":[72],"automatically":[73],"extracts":[74],"polynomial":[75,105],"principles":[77],"from":[78],"resulting":[80],"Pareto-optimal":[81,115],"front":[82,96],"problems.":[87],"Thereafter,":[88],"attempts":[90],"regular":[95,117],"following":[100],"similar":[102],"form":[103],"principles.":[107],"Despite":[108],"being":[109],"slightly":[110],"worse":[111],"than":[112],"true":[114],"possess":[119],"simple":[120],"among":[122],"them,":[123],"making":[124],"them":[125],"easily":[126,130,133],"interpretable,":[127],"their":[128],"inventory":[129],"maintainable,":[131],"scalable.":[134],"paper,":[137],"apply":[139],"number":[143],"small":[145],"large-scale":[147],"real-world":[148],"engineering":[149],"problems":[151],"demonstrate":[153],"its":[154],"advantage.":[156]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}