{"id":"https://openalex.org/W152597009","doi":"https://doi.org/10.31274/rtd-180813-16851","title":"The role of information flow in engineering optimization","display_name":"The role of information flow in engineering optimization","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W152597009","doi":"https://doi.org/10.31274/rtd-180813-16851","mag":"152597009"},"language":"en","primary_location":{"id":"doi:10.31274/rtd-180813-16851","is_oa":true,"landing_page_url":"https://doi.org/10.31274/rtd-180813-16851","pdf_url":"https://lib.dr.iastate.edu/cgi/viewcontent.cgi?article=16637&context=rtd","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iowa State University, Digital Repository","raw_type":"dissertation"},"type":"dissertation","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://lib.dr.iastate.edu/cgi/viewcontent.cgi?article=16637&context=rtd","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063579947","display_name":"Steven Corns","orcid":"https://orcid.org/0000-0002-3685-2892"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Steven Michael Corns","raw_affiliation_strings":["Iowa State University"],"affiliations":[{"raw_affiliation_string":"Iowa State University","institution_ids":["https://openalex.org/I173911158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063579947"],"corresponding_institution_ids":["https://openalex.org/I173911158"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9983999729156494,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9983999729156494,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9980000257492065,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.995199978351593,"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/population","display_name":"Population","score":0.5889186859130859},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5560351610183716},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48087078332901},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4711807072162628},{"id":"https://openalex.org/keywords/engineering-optimization","display_name":"Engineering optimization","score":0.46568742394447327},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4653884470462799},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.45652782917022705},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.45045357942581177},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.417469322681427},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3407381772994995},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3293517231941223},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32507431507110596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26993614435195923}],"concepts":[{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5889186859130859},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5560351610183716},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48087078332901},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4711807072162628},{"id":"https://openalex.org/C110850998","wikidata":"https://www.wikidata.org/wiki/Q5377895","display_name":"Engineering optimization","level":3,"score":0.46568742394447327},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4653884470462799},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.45652782917022705},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.45045357942581177},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.417469322681427},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3407381772994995},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3293517231941223},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32507431507110596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26993614435195923},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.31274/rtd-180813-16851","is_oa":true,"landing_page_url":"https://doi.org/10.31274/rtd-180813-16851","pdf_url":"https://lib.dr.iastate.edu/cgi/viewcontent.cgi?article=16637&context=rtd","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iowa State University, Digital Repository","raw_type":"dissertation"},{"id":"pmh:oai:lib.dr.iastate.edu:rtd-16637","is_oa":false,"landing_page_url":"https://lib.dr.iastate.edu/rtd/15638","pdf_url":null,"source":{"id":"https://openalex.org/S4377196104","display_name":"Iowa State University Digital Repository (Iowa State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173911158","host_organization_name":"Iowa State University","host_organization_lineage":["https://openalex.org/I173911158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Retrospective Theses and Dissertations","raw_type":"text"}],"best_oa_location":{"id":"doi:10.31274/rtd-180813-16851","is_oa":true,"landing_page_url":"https://doi.org/10.31274/rtd-180813-16851","pdf_url":"https://lib.dr.iastate.edu/cgi/viewcontent.cgi?article=16637&context=rtd","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iowa State University, Digital Repository","raw_type":"dissertation"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W152597009.pdf","grobid_xml":"https://content.openalex.org/works/W152597009.grobid-xml"},"referenced_works_count":100,"referenced_works":["https://openalex.org/W23797105","https://openalex.org/W76798986","https://openalex.org/W138561898","https://openalex.org/W152952196","https://openalex.org/W195993229","https://openalex.org/W322824379","https://openalex.org/W626516838","https://openalex.org/W1479863711","https://openalex.org/W1480936263","https://openalex.org/W1486199311","https://openalex.org/W1492417045","https://openalex.org/W1497256448","https://openalex.org/W1500470339","https://openalex.org/W1503705371","https://openalex.org/W1504683657","https://openalex.org/W1512136126","https://openalex.org/W1514100736","https://openalex.org/W1522489443","https://openalex.org/W1540868148","https://openalex.org/W1544329015","https://openalex.org/W1550894544","https://openalex.org/W1568404366","https://openalex.org/W1569757501","https://openalex.org/W1575271916","https://openalex.org/W1583095921","https://openalex.org/W1587100796","https://openalex.org/W1639032689","https://openalex.org/W1651818244","https://openalex.org/W1775714598","https://openalex.org/W1775913388","https://openalex.org/W1845438655","https://openalex.org/W1878904311","https://openalex.org/W1891628293","https://openalex.org/W1900554348","https://openalex.org/W1909638271","https://openalex.org/W1965738791","https://openalex.org/W1969115130","https://openalex.org/W1971623301","https://openalex.org/W1979087285","https://openalex.org/W1982003706","https://openalex.org/W1990061958","https://openalex.org/W2001801940","https://openalex.org/W2018137957","https://openalex.org/W2026394202","https://openalex.org/W2028569720","https://openalex.org/W2033061943","https://openalex.org/W2038113948","https://openalex.org/W2044549130","https://openalex.org/W2045445642","https://openalex.org/W2053914981","https://openalex.org/W2058601018","https://openalex.org/W2061614232","https://openalex.org/W2094453630","https://openalex.org/W2096590200","https://openalex.org/W2096650107","https://openalex.org/W2105019993","https://openalex.org/W2110395401","https://openalex.org/W2117719342","https://openalex.org/W2119861865","https://openalex.org/W2122638928","https://openalex.org/W2123950145","https://openalex.org/W2124061247","https://openalex.org/W2126472922","https://openalex.org/W2129122463","https://openalex.org/W2134165853","https://openalex.org/W2135358178","https://openalex.org/W2135638971","https://openalex.org/W2137015804","https://openalex.org/W2141630445","https://openalex.org/W2143935213","https://openalex.org/W2145033062","https://openalex.org/W2148419513","https://openalex.org/W2151554678","https://openalex.org/W2152005348","https://openalex.org/W2155802383","https://openalex.org/W2157898138","https://openalex.org/W2160029292","https://openalex.org/W2160871805","https://openalex.org/W2161530395","https://openalex.org/W2163537711","https://openalex.org/W2166349470","https://openalex.org/W2167823546","https://openalex.org/W2168427112","https://openalex.org/W2169301888","https://openalex.org/W2238512150","https://openalex.org/W2262366580","https://openalex.org/W2278052651","https://openalex.org/W2318860415","https://openalex.org/W2328490038","https://openalex.org/W2335854816","https://openalex.org/W2395995527","https://openalex.org/W2396809543","https://openalex.org/W2485606746","https://openalex.org/W2493566497","https://openalex.org/W2557320287","https://openalex.org/W2727268378","https://openalex.org/W2904250082","https://openalex.org/W3021344764","https://openalex.org/W3140575051","https://openalex.org/W3149025087"],"related_works":["https://openalex.org/W2986577950","https://openalex.org/W2907206257","https://openalex.org/W1523280855","https://openalex.org/W2033459519","https://openalex.org/W2606113646","https://openalex.org/W3171195395","https://openalex.org/W2598852150","https://openalex.org/W2389841385","https://openalex.org/W2080258733","https://openalex.org/W1971854693"],"abstract_inverted_index":{"Current":[0],"optimization":[1,141,149,172,231],"techniques":[2],"work":[3,252],"well":[4],"for":[5,221,298,334,428,444],"single":[6,11,207],"components":[7],"represented":[8],"by":[9,405],"a":[10,35,44,53,91,145,161,183,206,259,284,331,343,346,354,371,382,415],"model.":[12],"However,":[13],"many":[14,104,170,210],"of":[15,27,39,43,78,118,150,163,176,216,229,242,249,301,342,348,417,424,441],"the":[16,25,40,60,127,157,179,192,195,202,237,247,263,288,299,302,326,340,386,420,431,439],"problems":[17,23,167,213,232,369],"we":[18],"face":[19],"today":[20],"are":[21,68,80,111,233,397],"multi-disciplinary":[22],"requiring":[24],"integration":[26],"complex":[28,120,152],"models":[29],"from":[30,72],"different":[31],"fields":[32],"to":[33,113,147,165,205,224,261,293,296,306,320,328,330,357,380,402,434],"gain":[34],"more":[36,310],"complete":[37],"understanding":[38],"overall":[41],"performance":[42,341],"biological,":[45],"engineering,":[46],"or":[47,309],"human":[48],"system.":[49],"One":[50],"example":[51],"is":[52,95,122,182,189,240,268],"modern":[54],"automobile.":[55],"Multiple":[56],"systems":[57,110,121,228,230],"(such":[58],"as":[59,201,258,353,438],"power":[61],"train":[62],"and":[63,70,75,103,133,274,324,370,400],"electronic":[64],"engine":[65],"control":[66,262],"system)":[67],"designed":[69],"built":[71],"various":[73,128],"assemblies":[74],"components,":[76],"all":[77],"which":[79,266],"then":[81],"integrated":[82],"into":[83],"one":[84,308],"final":[85],"product.":[86],"This":[87,389],"design":[88,422],"process":[89],"evokes":[90],"systems-of-systems":[92],"concept":[93],"that":[94,168,198,384,396],"also":[96],"found":[97,404,413],"in":[98,160,178,197,414,430,446],"agricultural":[99],"facilities,":[100],"aircraft":[101],"design,":[102],"other":[105],"industrial":[106],"applications":[107],"where":[108],"multiple":[109,243],"orchestrated":[112],"achieve":[114],"common":[115],"goals.":[116],"Optimization":[117],"these":[119,151],"challenging.":[123],"Tight":[124],"coupling":[125],"between":[126,191,367],"models,":[129],"discontinuous":[130],"search":[131],"spaces,":[132],"long":[134],"run":[135],"times":[136],"can":[137,317,350,364,393,411],"quickly":[138],"defeat":[139],"traditional":[140],"techniques.;Evolutionary":[142],"algorithms":[143,155,257,282,316],"provide":[144,394],"way":[146],"approach":[148],"systems.":[153],"Evolutionary":[154],"blend":[156],"information":[158,188,267,294],"contained":[159],"population":[162,193,199,273],"solutions":[164,181,203,223,323,395],"answer":[166],"thwart":[169],"classical":[171],"methods,":[173],"but":[174],"loss":[175,215],"diversity":[177,196,217,250,277],"evolving":[180,272,289],"critical":[184],"issue.":[185],"As":[186],"this":[187,214],"shared":[190],"members,":[194],"decreases":[200],"converge":[204],"answer.":[208],"For":[209],"challenging":[211],"engineering":[212,421],"occurs":[218],"too":[219],"rapidly":[220],"novel":[222,399],"emerge.":[225],"In":[226,338],"addition,":[227,339],"often":[234],"deceptive":[235,336],"because":[236],"global":[238,332],"optimum":[239,333],"composed":[241],"building":[244,303],"blocks,":[245],"making":[246],"preservation":[248],"crucial.;This":[251],"presents":[253],"graph":[254,383,391],"based":[255,280,314],"evolutionary":[256,281,315,359,407],"tool":[260],"rate":[264],"at":[265],"spread":[269],"throughout":[270],"an":[271],"thereby":[275],"limit":[276],"loss.":[278],"Graph":[279,313],"impose":[283],"computational":[285],"geography":[286],"on":[287,345],"population,":[290],"placing":[291],"barriers":[292],"flow":[295],"allow":[297],"development":[300],"blocks":[304],"required":[305],"assemble":[307],"superior":[311,401],"solutions.":[312],"be":[318,351,365,378,412],"used":[319,352],"find":[321],"new":[322,372],"decrease":[325],"time":[327],"convergence":[329],"complex,":[335],"problems.":[337,361],"problem":[344,373,423],"set":[347],"graphs":[349],"taxonomical":[355],"character":[356],"classify":[358],"computation":[360],"If":[362],"comparisons":[363],"made":[366],"classified":[368],"being":[374],"examined,":[375],"it":[376],"would":[377],"possible":[379],"select":[381],"matches":[385],"desired":[387],"performance.":[388],"careful":[390],"selection":[392],"both":[398],"those":[403],"standard":[406],"algorithms.":[408],"Successful":[409],"examples":[410],"variety":[416],"disciplines,":[418],"including":[419],"optimizing":[425],"cook":[426],"stoves":[427],"use":[429,445],"third":[432],"world":[433],"biological":[435],"systems-of-systems,":[436],"such":[437],"tailoring":[440],"antibiotic":[442],"regimens":[443],"swine":[447],"production.":[448]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
