{"id":"https://openalex.org/W1999077629","doi":"https://doi.org/10.1145/2739480.2754698","title":"An Approach to Mitigating Unwanted Interactions between Search Operators in Multi-Objective Optimization","display_name":"An Approach to Mitigating Unwanted Interactions between Search Operators in Multi-Objective Optimization","publication_year":2015,"publication_date":"2015-07-07","ids":{"openalex":"https://openalex.org/W1999077629","doi":"https://doi.org/10.1145/2739480.2754698","mag":"1999077629"},"language":"en","primary_location":{"id":"doi:10.1145/2739480.2754698","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 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/A5016648608","display_name":"Chad Byers","orcid":null},"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":true,"raw_author_name":"Chad Michael Byers","raw_affiliation_strings":["Michigan State University, East Lansing, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047852703","display_name":"Betty H. C. Cheng","orcid":"https://orcid.org/0000-0001-9825-5359"},"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":"Betty H.C. Cheng","raw_affiliation_strings":["Michigan State University, East Lansing, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016648608"],"corresponding_institution_ids":["https://openalex.org/I87216513"],"apc_list":null,"apc_paid":null,"fwci":0.8629,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82010064,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"655","last_page":"662"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9980999827384949,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9980999827384949,"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/T10260","display_name":"Software Engineering Research","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9900000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6989682912826538},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6382724046707153},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.579269528388977},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.483020156621933},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3670194745063782},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13538214564323425},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10195580124855042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6989682912826538},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6382724046707153},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.579269528388977},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.483020156621933},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3670194745063782},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13538214564323425},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10195580124855042},{"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2739480.2754698","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337396","display_name":"Division of Industrial Innovation and Partnerships","ror":"https://ror.org/03xyg3m20"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W99566512","https://openalex.org/W1532517595","https://openalex.org/W1563447057","https://openalex.org/W1588375755","https://openalex.org/W1905847227","https://openalex.org/W1982021166","https://openalex.org/W1990911977","https://openalex.org/W1991945090","https://openalex.org/W2022485595","https://openalex.org/W2024008934","https://openalex.org/W2038420231","https://openalex.org/W2041934625","https://openalex.org/W2053900989","https://openalex.org/W2057807303","https://openalex.org/W2058192020","https://openalex.org/W2096590200","https://openalex.org/W2098907614","https://openalex.org/W2105511939","https://openalex.org/W2126105956","https://openalex.org/W2126926002","https://openalex.org/W2140287840","https://openalex.org/W2144553078","https://openalex.org/W2251838870","https://openalex.org/W2341171179","https://openalex.org/W2904250082","https://openalex.org/W2998995015","https://openalex.org/W3023540311","https://openalex.org/W4238927159","https://openalex.org/W4250503569"],"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/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"At":[0],"run":[1,91],"time,":[2],"software":[3],"systems":[4,34,53],"often":[5,60],"face":[6],"a":[7,55,80,108,114,124,130],"myriad":[8],"of":[9,38,58,84,110,116],"adverse":[10],"environmental":[11,72],"conditions":[12],"and":[13,86,153,195],"system":[14],"failures":[15],"that":[16,35,66,147,171],"cannot":[17],"be":[18,120],"anticipated":[19],"during":[20],"the":[21,29,169,186],"system's":[22],"initial":[23],"design":[24],"phase.":[25],"These":[26],"uncertainties":[27],"drive":[28],"need":[30],"for":[31],"dynamically":[32],"adaptive":[33],"are":[36,67,96,118],"capable":[37,83],"providing":[39],"self-*":[40],"properties":[41],"(e.g.,":[42,102],"self-monitoring,":[43],"self-adaptive,":[44],"self-healing,":[45],"etc.).":[46],"Prescriptive":[47],"techniques":[48],"to":[49,69,78,119,135],"manually":[50],"preload":[51],"these":[52,137,177],"with":[54,71,113],"limited":[56],"set":[57,109],"configurations":[59,161],"result":[61],"in":[62,106,175],"brittle,":[63],"rigid":[64],"designs":[65],"unable":[68],"cope":[70],"uncertainty.":[73],"An":[74],"alternative":[75],"approach":[76],"is":[77],"embed":[79],"search":[81,145,155],"technique":[82],"exploring":[85],"generating":[87],"optimal":[88,126,160,190],"reconfigurations":[89],"at":[90],"time.":[92],"Increasingly,":[93],"DAS":[94],"applications":[95],"defined":[97],"by":[98,180],"multiple":[99],"competing":[100,138],"objectives":[101],"cost":[103],"vs.":[104],"performance)":[105],"which":[107],"valid":[111,159],"solutions":[112,152,191],"range":[115],"trade-offs":[117],"considered":[121],"rather":[122],"than":[123],"single":[125],"solution.":[127],"While":[128],"leveraging":[129],"multi-objective":[131],"optimization":[132],"technique,":[133],"NSGA-II,":[134],"manage":[136],"objectives,":[139],"hidden":[140],"interactions":[141,179],"were":[142],"observed":[143],"between":[144],"operators":[146],"prevented":[148],"fair":[149],"competition":[150],"among":[151],"restricted":[154],"from":[156],"regions":[157,184],"where":[158,189],"existed.":[162],"In":[163],"this":[164],"follow-on":[165],"work,":[166],"we":[167],"demonstrate":[168],"role":[170],"niching":[172],"can":[173,192],"play":[174],"mitigating":[176],"unwanted":[178],"explicitly":[181],"creating":[182],"favorable":[183],"within":[185],"objective":[187],"space":[188],"equally":[193],"compete":[194],"co-exist.":[196]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
