{"id":"https://openalex.org/W2147223727","doi":"https://doi.org/10.1109/ijcnn.2007.4371288","title":"Evolution of NN for the Design of Virtual Agents under Limited Resources Constraints","display_name":"Evolution of NN for the Design of Virtual Agents under Limited Resources Constraints","publication_year":2007,"publication_date":"2007-08-01","ids":{"openalex":"https://openalex.org/W2147223727","doi":"https://doi.org/10.1109/ijcnn.2007.4371288","mag":"2147223727"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2007.4371288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4371288","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 International Joint Conference on Neural Networks","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/A5109407089","display_name":"J.J. Davila","orcid":null},"institutions":[{"id":"https://openalex.org/I47631775","display_name":"Hampshire College","ror":"https://ror.org/03pe1mm80","country_code":"US","type":"education","lineage":["https://openalex.org/I47631775"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jaime J Davila","raw_affiliation_strings":["School of Cognitive Science, Hampshire College, Amherst, MA, USA","Hampshire College [Amherst]"],"affiliations":[{"raw_affiliation_string":"School of Cognitive Science, Hampshire College, Amherst, MA, USA","institution_ids":["https://openalex.org/I47631775"]},{"raw_affiliation_string":"Hampshire College [Amherst]","institution_ids":["https://openalex.org/I47631775"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5109407089"],"corresponding_institution_ids":["https://openalex.org/I47631775"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24423338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2135","last_page":"2140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9988999962806702,"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":0.9988999962806702,"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/T10320","display_name":"Neural Networks and Applications","score":0.9986000061035156,"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":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.7930190563201904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7197731137275696},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.7118009924888611},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6805722713470459},{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.621046781539917},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6188555955886841},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5015292167663574},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4555434584617615},{"id":"https://openalex.org/keywords/stochastic-neural-network","display_name":"Stochastic neural network","score":0.4493739902973175},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.4220139980316162},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40501660108566284},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37071114778518677},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.3523891568183899},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3240676522254944},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14620482921600342},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13903707265853882},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10332345962524414}],"concepts":[{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.7930190563201904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7197731137275696},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.7118009924888611},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6805722713470459},{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.621046781539917},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6188555955886841},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5015292167663574},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4555434584617615},{"id":"https://openalex.org/C86582703","wikidata":"https://www.wikidata.org/wiki/Q7617824","display_name":"Stochastic neural network","level":4,"score":0.4493739902973175},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.4220139980316162},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40501660108566284},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37071114778518677},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.3523891568183899},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3240676522254944},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14620482921600342},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13903707265853882},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10332345962524414},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2007.4371288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4371288","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1549951120","https://openalex.org/W1595205422","https://openalex.org/W1600182739","https://openalex.org/W2008991426","https://openalex.org/W2142741365","https://openalex.org/W2151554678","https://openalex.org/W6632772007"],"related_works":["https://openalex.org/W3104020672","https://openalex.org/W3040845310","https://openalex.org/W1978872345","https://openalex.org/W2137674257","https://openalex.org/W3039382151","https://openalex.org/W2159992686","https://openalex.org/W2143361130","https://openalex.org/W2373874059","https://openalex.org/W1538193578","https://openalex.org/W1538606284"],"abstract_inverted_index":{"This":[0],"paper":[1],"reports":[2],"findings":[3],"on":[4,22],"a":[5,23,75],"process":[6,85],"for":[7],"evolving":[8,64],"neural":[9,44,102],"networks":[10],"capable":[11],"of":[12,25,31,74],"designing":[13],"virtual":[14,19],"agents.":[15],"In":[16,68],"particular,":[17],"these":[18],"agents":[20],"operate":[21],"system":[24,41],"constrained":[26],"resources,":[27],"making":[28],"the":[29,56,83],"allocation":[30],"resources":[32],"among":[33],"them":[34],"an":[35,80],"important":[36],"design":[37],"consideration.":[38],"The":[39,50],"evolution":[40],"optimizes":[42],"both":[43],"network":[45,103],"topologies":[46,65],"and":[47],"connection":[48],"weights.":[49,67],"experimental":[51],"results":[52],"included":[53],"indicate":[54],"that":[55],"problem":[57],"cannot":[58],"be":[59],"satisfactorily":[60],"solved":[61],"by":[62],"independently":[63],"or":[66,99],"addition,":[69],"because":[70],"there":[71],"is":[72,88],"lack":[73],"priori":[76],"evidence":[77],"pointing":[78],"towards":[79],"optimal":[81],"solution,":[82],"evolutionary":[84],"used":[86],"here":[87],"able":[89],"to":[90],"find":[91],"better":[92],"solutions":[93],"than":[94],"either":[95],"global":[96],"(back":[97],"propagation)":[98],"local":[100],"(Hebbian)":[101],"learning":[104],"algorithms.":[105]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}