{"id":"https://openalex.org/W2096923913","doi":"https://doi.org/10.1109/eh.2003.1217637","title":"Learning for evolutionary design","display_name":"Learning for evolutionary design","publication_year":2003,"publication_date":"2003-11-04","ids":{"openalex":"https://openalex.org/W2096923913","doi":"https://doi.org/10.1109/eh.2003.1217637","mag":"2096923913"},"language":"en","primary_location":{"id":"doi:10.1109/eh.2003.1217637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eh.2003.1217637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NASA/DoD Conference on Evolvable Hardware, 2003. Proceedings.","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/A5038116123","display_name":"Sushil J. Louis","orcid":"https://orcid.org/0000-0001-6702-3950"},"institutions":[{"id":"https://openalex.org/I134113660","display_name":"University of Nevada, Reno","ror":"https://ror.org/01keh0577","country_code":"US","type":"education","lineage":["https://openalex.org/I134113660"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"S.J. Louis","raw_affiliation_strings":["Genetic Algorithm Systems Laboratory, Department of Computer Science, University of Nevada, Reno, USA","Department of Computer Science, University of Nevada, Reno, NV, USA"],"affiliations":[{"raw_affiliation_string":"Genetic Algorithm Systems Laboratory, Department of Computer Science, University of Nevada, Reno, USA","institution_ids":["https://openalex.org/I134113660"]},{"raw_affiliation_string":"Department of Computer Science, University of Nevada, Reno, NV, USA","institution_ids":["https://openalex.org/I134113660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038116123"],"corresponding_institution_ids":["https://openalex.org/I134113660"],"apc_list":null,"apc_paid":null,"fwci":0.9364,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81476073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9995999932289124,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9995999932289124,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9965999722480774,"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":0.9833999872207642,"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":0.6726866364479065},{"id":"https://openalex.org/keywords/adder","display_name":"Adder","score":0.622578501701355},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5563915967941284},{"id":"https://openalex.org/keywords/combinational-logic","display_name":"Combinational logic","score":0.5013413429260254},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4354897737503052},{"id":"https://openalex.org/keywords/logic-synthesis","display_name":"Logic synthesis","score":0.4347286820411682},{"id":"https://openalex.org/keywords/systems-design","display_name":"Systems design","score":0.427334189414978},{"id":"https://openalex.org/keywords/logic-gate","display_name":"Logic gate","score":0.4166969656944275},{"id":"https://openalex.org/keywords/design-for-testing","display_name":"Design for testing","score":0.4130021929740906},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3385525941848755},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3371632695198059},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.23876804113388062},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19633609056472778},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12922453880310059},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.06777629256248474}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6726866364479065},{"id":"https://openalex.org/C164620267","wikidata":"https://www.wikidata.org/wiki/Q376953","display_name":"Adder","level":3,"score":0.622578501701355},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5563915967941284},{"id":"https://openalex.org/C81409106","wikidata":"https://www.wikidata.org/wiki/Q76505","display_name":"Combinational logic","level":3,"score":0.5013413429260254},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4354897737503052},{"id":"https://openalex.org/C157922185","wikidata":"https://www.wikidata.org/wiki/Q173198","display_name":"Logic synthesis","level":3,"score":0.4347286820411682},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.427334189414978},{"id":"https://openalex.org/C131017901","wikidata":"https://www.wikidata.org/wiki/Q170451","display_name":"Logic gate","level":2,"score":0.4166969656944275},{"id":"https://openalex.org/C190874656","wikidata":"https://www.wikidata.org/wiki/Q5264347","display_name":"Design for testing","level":3,"score":0.4130021929740906},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3385525941848755},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3371632695198059},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.23876804113388062},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19633609056472778},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12922453880310059},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.06777629256248474},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C51234621","wikidata":"https://www.wikidata.org/wiki/Q2149495","display_name":"Testability","level":2,"score":0.0},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/eh.2003.1217637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eh.2003.1217637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NASA/DoD Conference on Evolvable Hardware, 2003. Proceedings.","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.57.7099","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.7099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.unr.edu/~sushil/papers/conference/newpapers/2003/ehc/final.ps","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.576.2064","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.576.2064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.unr.edu/~sushil/pubs/newpapers/2003/ehc/final.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W143492179","https://openalex.org/W156653239","https://openalex.org/W1013117323","https://openalex.org/W1497256448","https://openalex.org/W1514048016","https://openalex.org/W1553457851","https://openalex.org/W1563716826","https://openalex.org/W1639032689","https://openalex.org/W1978970913","https://openalex.org/W2036333997","https://openalex.org/W2284330674","https://openalex.org/W3023540311","https://openalex.org/W6605872497","https://openalex.org/W6606310969","https://openalex.org/W6633112425"],"related_works":["https://openalex.org/W2072840391","https://openalex.org/W818963952","https://openalex.org/W2039140951","https://openalex.org/W2157277696","https://openalex.org/W2018106661","https://openalex.org/W1939541994","https://openalex.org/W2166402441","https://openalex.org/W1851795671","https://openalex.org/W2125277664","https://openalex.org/W1591214607"],"abstract_inverted_index":{"This":[0,134],"paper":[1,27],"describes":[2],"a":[3,23,34,61,129],"technique":[4],"for":[5,142],"evolving":[6],"similar":[7,10,44,70,109,124],"solutions":[8,68,97],"to":[9,38,69,93,98,121],"configuration":[11,16],"design":[12,17,45,80,100,110],"problems.":[13,46,73,111],"Using":[14],"the":[15,26,77,116,137],"of":[18,43,81],"combination":[19],"logic":[20,79],"circuits":[21],"as":[22,102],"test":[24],"bed,":[25],"shows":[28,86],"that":[29,87,136,148],"combining":[30],"genetic":[31,62,132],"algorithms":[32],"with":[33,65],"case-based":[35],"memory":[36],"leads":[37],"improved":[39],"performance":[40],"on":[41,55,76],"sets":[42],"In":[47],"this":[48,88],"approach,":[49],"rather":[50],"than":[51,125],"starting":[52],"from":[53,106],"scratch":[54],"each":[56],"design,":[57],"we":[58,154],"periodically":[59],"inject":[60],"algorithm's":[63],"population":[64],"appropriate":[66],"partial":[67],"previously":[71],"attempted":[72],"Experimental":[74],"results":[75],"combinational":[78],"parity":[82],"checkers":[83],"and":[84],"adders":[85],"system":[89,118,138],"takes":[90],"less":[91],"time":[92],"provide":[94],"better":[95],"quality":[96,145],"new":[99],"problems":[101],"it":[103],"gains":[104],"experience":[105],"solving":[107],"other":[108],"The":[112],"designs":[113],"generated":[114,127],"by":[115,128],"combined":[117],"also":[119],"tend":[120],"be":[122,140],"more":[123],"those":[126],"randomly":[130],"initialized":[131],"algorithm.":[133],"implies":[135],"can":[139,155],"used":[141],"quick,":[143],"high":[144],"re-design":[146],"so":[147],"when":[149],"components":[150],"fail":[151],"or":[152,159],"deteriorate,":[153],"quickly":[156],"regain":[157],"lost":[158],"deteriorating":[160],"functionality.":[161]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}