{"id":"https://openalex.org/W2119997517","doi":"https://doi.org/10.1093/comjnl/bxp106","title":"Reducing Online Model-Development Time by Agents Using Constraints Between Shared Observations","display_name":"Reducing Online Model-Development Time by Agents Using Constraints Between Shared Observations","publication_year":2009,"publication_date":"2009-12-11","ids":{"openalex":"https://openalex.org/W2119997517","doi":"https://doi.org/10.1093/comjnl/bxp106","mag":"2119997517"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxp106","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxp106","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-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/A5112063311","display_name":"Haseeb Zafar","orcid":null},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"H. Zafar","raw_affiliation_strings":["Department of Computer Science University of Massachusetts Amherst, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science University of Massachusetts Amherst, USA","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002750757","display_name":"Daniel D. Corkill","orcid":null},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. D. Corkill","raw_affiliation_strings":["Department of Computer Science, University of Massachusetts, Amherst, USA","Department of Computer Science University of Massachusetts Amherst, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Massachusetts, Amherst, USA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"Department of Computer Science University of Massachusetts Amherst, USA","institution_ids":["https://openalex.org/I24603500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5112063311"],"corresponding_institution_ids":["https://openalex.org/I24603500"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":0.2991,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64015835,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"53","issue":"8","first_page":"1302","last_page":"1314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/software-deployment","display_name":"Software deployment","score":0.9202775955200195},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7506015300750732},{"id":"https://openalex.org/keywords/situated","display_name":"Situated","score":0.5834224224090576},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.574080228805542},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5562061071395874},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5103165507316589},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4569452702999115},{"id":"https://openalex.org/keywords/agent-based-model","display_name":"Agent-based model","score":0.41111618280410767},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38580936193466187},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.36072808504104614},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.34153681993484497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2981470227241516},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12236630916595459}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.9202775955200195},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7506015300750732},{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.5834224224090576},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.574080228805542},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5562061071395874},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5103165507316589},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4569452702999115},{"id":"https://openalex.org/C2780873155","wikidata":"https://www.wikidata.org/wiki/Q392811","display_name":"Agent-based model","level":2,"score":0.41111618280410767},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38580936193466187},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.36072808504104614},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.34153681993484497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2981470227241516},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12236630916595459},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxp106","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxp106","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1513468570","https://openalex.org/W1542941925","https://openalex.org/W1543655690","https://openalex.org/W1991781995","https://openalex.org/W2056746269","https://openalex.org/W2108600775","https://openalex.org/W2119472931","https://openalex.org/W2119988986","https://openalex.org/W2120327309","https://openalex.org/W2131692325","https://openalex.org/W2151644328","https://openalex.org/W2172926568","https://openalex.org/W2913256821"],"related_works":["https://openalex.org/W1600697036","https://openalex.org/W2155106162","https://openalex.org/W1601337804","https://openalex.org/W2035858348","https://openalex.org/W4231598561","https://openalex.org/W2010047220","https://openalex.org/W2165440188","https://openalex.org/W2552595315","https://openalex.org/W2955550861","https://openalex.org/W3173219617"],"abstract_inverted_index":{"A":[0],"situated":[1,46],"agent":[2,27,137],"must":[3,17],"determine":[4,64],"aspects":[5],"of":[6,33,76,216,243,251],"its":[7,34],"environment":[8,79],"in":[9,48,57,89,122,138,203],"order":[10],"to":[11,53,63,168,197,227],"make":[12],"appropriate":[13],"decisions.":[14],"This":[15,92],"determination":[16,189],"be":[18,228],"done":[19],"quickly,":[20],"as":[21,87,163,165,192,194],"performance":[22],"can":[23,157,184],"suffer":[24],"until":[25],"each":[26,136],"develops":[28],"a":[29,38,54,139,169,204],"sufficiently":[30],"accurate":[31],"model":[32,75,94,105,126],"environment.":[35],"We":[36,144],"introduce":[37],"two-phase":[39],"model-development":[40,47,160],"approach":[41,121,222],"called":[42],"pre-deployment":[43,69,93],"learning":[44,173],"and":[45,111,131,150,234],"agents":[49,156],"(PLASMA)":[50],"that":[51,178],"leads":[52],"significant":[55],"reduction":[56],"the":[58,68,83,90,99,104,119,213,220,232,247],"online":[59,159],"(post-deployment)":[60],"time":[61,161,190],"required":[62,245],"environmental":[65,125,217],"models.":[66],"During":[67],"phase,":[70],"an":[71,77,124],"incompletely":[72],"specified,":[73],"site-independent":[74],"agent's":[78],"is":[80,95],"developed,":[81],"with":[82,240],"site-dependent":[84],"features":[85],"represented":[86],"parameters":[88,106],"model.":[91],"then":[96],"completed":[97,229],"during":[98],"post-deployment":[100,187,208],"phase":[101],"by":[102,135,147,162,191,246],"determining":[103],"using":[107,148,179,219,230],"constraints":[108,152,180],"between":[109,153,181],"local":[110,200],"shared":[112,154,182],"observations.":[113],"In":[114,210],"this":[115],"article,":[116],"we":[117,176],"use":[118],"PLASMA":[120],"developing":[123],"for":[127],"potential":[128],"solar":[129],"visibility":[130],"panel":[132],"collection":[133],"characteristics":[134],"power-aware":[140],"wireless":[141],"sensor":[142],"network.":[143],"show":[145,177],"that,":[146],"temporal":[149],"spatial":[151],"observations,":[155],"reduce":[158,186],"much":[164,193],"80%":[166],"relative":[167,196],"standard":[170],"multi-agent":[171],"reinforcement":[172],"algorithm.":[174],"Furthermore,":[175],"observations":[183,237,244],"further":[185],"parameter":[188],"67%":[195],"sharing":[198],"only":[199,231],"variable":[201,206],"values":[202],"distributed":[205],"satisfaction":[207],"technique.":[209],"all":[211],"but":[212],"most":[214],"unlikely":[215],"conditions,":[218],"PLASMA-based":[221],"allows":[223],"individual":[224],"agent-harvesting":[225],"models":[226],"first":[233],"second":[235],"day":[236],"when":[238],"compared":[239],"10":[241],"days":[242],"power":[248],"management":[249],"algorithm":[250],"Kansal":[252],"et":[253],"al.":[254]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}