{"id":"https://openalex.org/W1564302127","doi":"https://doi.org/10.1109/eh.2005.38","title":"On the Robustness Achievable with Stochastic Development Processes","display_name":"On the Robustness Achievable with Stochastic Development Processes","publication_year":2006,"publication_date":"2006-10-11","ids":{"openalex":"https://openalex.org/W1564302127","doi":"https://doi.org/10.1109/eh.2005.38","mag":"1564302127"},"language":"en","primary_location":{"id":"doi:10.1109/eh.2005.38","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eh.2005.38","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 NASA/DoD Conference on Evolvable Hardware (EH'05)","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/A5006680648","display_name":"Shivakumar Viswanathan","orcid":"https://orcid.org/0000-0002-7513-3778"},"institutions":[{"id":"https://openalex.org/I6902469","display_name":"Brandeis University","ror":"https://ror.org/05abbep66","country_code":"US","type":"education","lineage":["https://openalex.org/I6902469"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"S. Viswanathan","raw_affiliation_strings":["DEMO Lab, Computer Science dept, Brandeis University, Waltham, MA, USA","Dept. of Comput. Sci., Brandeis Univ., Waltham, MA, USA"],"affiliations":[{"raw_affiliation_string":"DEMO Lab, Computer Science dept, Brandeis University, Waltham, MA, USA","institution_ids":["https://openalex.org/I6902469"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Brandeis Univ., Waltham, MA, USA","institution_ids":["https://openalex.org/I6902469"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065211438","display_name":"Jordan Pollack","orcid":"https://orcid.org/0009-0008-0819-3819"},"institutions":[{"id":"https://openalex.org/I6902469","display_name":"Brandeis University","ror":"https://ror.org/05abbep66","country_code":"US","type":"education","lineage":["https://openalex.org/I6902469"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.B. Pollack","raw_affiliation_strings":["DEMO Lab, Computer Science dept, Brandeis University, Waltham, MA, USA","Brandeis University"],"affiliations":[{"raw_affiliation_string":"DEMO Lab, Computer Science dept, Brandeis University, Waltham, MA, USA","institution_ids":["https://openalex.org/I6902469"]},{"raw_affiliation_string":"Brandeis University","institution_ids":["https://openalex.org/I6902469"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006680648"],"corresponding_institution_ids":["https://openalex.org/I6902469"],"apc_list":null,"apc_paid":null,"fwci":0.9304,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79734273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"34","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9983000159263611,"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":0.9983000159263611,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.917900025844574,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9146000146865845,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.9126542806625366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6451976299285889},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.5569093823432922},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.4605070948600769},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.4538983702659607},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.4249250888824463},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4077022969722748},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4037330746650696},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1832086741924286},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1629321575164795}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.9126542806625366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6451976299285889},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5569093823432922},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4605070948600769},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.4538983702659607},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.4249250888824463},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4077022969722748},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4037330746650696},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1832086741924286},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1629321575164795},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/eh.2005.38","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eh.2005.38","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 NASA/DoD Conference on Evolvable Hardware (EH'05)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.60.9733","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.60.9733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://demo.cs.brandeis.edu/papers/nasa_eh2005_shiva.ps.gz","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W115212775","https://openalex.org/W157907800","https://openalex.org/W184635965","https://openalex.org/W1543070272","https://openalex.org/W1860355084","https://openalex.org/W1945935317","https://openalex.org/W1975119222","https://openalex.org/W1998191601","https://openalex.org/W2123603385","https://openalex.org/W2123933501","https://openalex.org/W2168359464","https://openalex.org/W6604720051","https://openalex.org/W6606425800","https://openalex.org/W6607501107"],"related_works":["https://openalex.org/W2045155990","https://openalex.org/W4313163053","https://openalex.org/W4300973204","https://openalex.org/W3045811229","https://openalex.org/W1483408780","https://openalex.org/W4284884309","https://openalex.org/W2908749798","https://openalex.org/W4243145179","https://openalex.org/W4255875982","https://openalex.org/W4244853958"],"abstract_inverted_index":{"Manufacturing":[0],"processes":[1],"are":[2,127],"a":[3,30,56,62,71,75,105],"key":[4],"source":[5],"of":[6,15,37,43,59,77,118,124],"faults":[7],"in":[8,93,109],"complex":[9],"hardware":[10],"systems.":[11,25],"Minimizing":[12],"this":[13,67,94],"impact":[14],"manufacturing":[16,28],"uncertainties":[17],"is":[18,53],"one":[19],"way":[20],"towards":[21],"achieving":[22],"fault":[23],"tolerant":[24],"By":[26],"treating":[27],"as":[29,61],"stochastic":[31],"development":[32,60],"process,":[33],"we":[34,80],"characterize":[35],"some":[36],"the":[38,41,82,98,116,122,125,131],"constraints":[39,129],"limiting":[40],"levels":[42],"robustness":[44,84,111,132],"that":[45,73,115],"can":[46],"be":[47],"achieved":[48],"with":[49,86],"evolution.":[50],"The":[51],"analysis":[52],"by":[54],"introducing":[55],"novel":[57],"abstraction":[58,68],"strategic":[63],"decision-making":[64],"process.":[65],"Using":[66],"to":[69,136],"analyze":[70],"toy-system":[72],"simulates":[74],"process":[76],"noisy":[78],"assembly,":[79],"compare":[81],"maximum":[83],"achievable":[85],"adaptive":[87,100],"and":[88,101,121],"non-adaptive":[89,102],"developmental":[90,119],"strategies.":[91],"Even":[92],"highly":[95],"simplified":[96],"setup,":[97],"optimal":[99],"genotypes":[103],"reveals":[104],"significant":[106],"empirical":[107],"difference":[108],"their":[110],"characteristics.":[112],"This":[113],"suggests":[114],"choice":[117],"strategy":[120],"properties":[123],"setup":[126],"major":[128],"on":[130],"achievable,":[133],"even":[134],"prior":[135],"evolution-related":[137],"considerations.":[138]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}