{"id":"https://openalex.org/W2182930370","doi":"https://doi.org/10.1142/s0219525916500028","title":"THE INFORMATION BOTTLENECK METHOD FOR OPTIMAL PREDICTION OF MULTILEVEL AGENT-BASED SYSTEMS","display_name":"THE INFORMATION BOTTLENECK METHOD FOR OPTIMAL PREDICTION OF MULTILEVEL AGENT-BASED SYSTEMS","publication_year":2016,"publication_date":"2016-02-01","ids":{"openalex":"https://openalex.org/W2182930370","doi":"https://doi.org/10.1142/s0219525916500028","mag":"2182930370"},"language":"en","primary_location":{"id":"doi:10.1142/s0219525916500028","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219525916500028","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Complex Systems","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/A5068997994","display_name":"Robin Lamarche-Perrin","orcid":"https://orcid.org/0000-0002-7859-4270"},"institutions":[{"id":"https://openalex.org/I4210091327","display_name":"Max Planck Institute for Mathematics in the Sciences","ror":"https://ror.org/00ez2he07","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210091327"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"ROBIN LAMARCHE-PERRIN","raw_affiliation_strings":["Max Planck Institute for Mathematics in the Sciences, Inselstra\u00dfe 22, 04103 Leipzig, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7859-4270","affiliations":[{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences, Inselstra\u00dfe 22, 04103 Leipzig, Germany","institution_ids":["https://openalex.org/I4210091327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067907907","display_name":"Sven Banisch","orcid":"https://orcid.org/0000-0002-1263-580X"},"institutions":[{"id":"https://openalex.org/I4210091327","display_name":"Max Planck Institute for Mathematics in the Sciences","ror":"https://ror.org/00ez2he07","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210091327"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"SVEN BANISCH","raw_affiliation_strings":["Max Planck Institute for Mathematics in the Sciences, Inselstra\u00dfe 22, 04103 Leipzig, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences, Inselstra\u00dfe 22, 04103 Leipzig, Germany","institution_ids":["https://openalex.org/I4210091327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074755166","display_name":"Eckehard Olbrich","orcid":"https://orcid.org/0000-0002-3987-1271"},"institutions":[{"id":"https://openalex.org/I4210091327","display_name":"Max Planck Institute for Mathematics in the Sciences","ror":"https://ror.org/00ez2he07","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210091327"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"ECKEHARD OLBRICH","raw_affiliation_strings":["Max Planck Institute for Mathematics in the Sciences, Inselstra\u00dfe 22, 04103 Leipzig, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences, Inselstra\u00dfe 22, 04103 Leipzig, Germany","institution_ids":["https://openalex.org/I4210091327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5068997994"],"corresponding_institution_ids":["https://openalex.org/I4210091327"],"apc_list":null,"apc_paid":null,"fwci":0.4297,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62864025,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"19","issue":"01n02","first_page":"1650002","last_page":"1650002"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.8410975933074951},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.6981638669967651},{"id":"https://openalex.org/keywords/information-bottleneck-method","display_name":"Information bottleneck method","score":0.6818945407867432},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6091827154159546},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.5754428505897522},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5444787740707397},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5139000415802002},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5108318328857422},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4715065062046051},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.45385488867759705},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.426682710647583},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2761247754096985},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2176840603351593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20410633087158203},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.1345946490764618}],"concepts":[{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.8410975933074951},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.6981638669967651},{"id":"https://openalex.org/C60008888","wikidata":"https://www.wikidata.org/wiki/Q6031013","display_name":"Information bottleneck method","level":3,"score":0.6818945407867432},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6091827154159546},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.5754428505897522},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5444787740707397},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5139000415802002},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5108318328857422},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4715065062046051},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.45385488867759705},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.426682710647583},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2761247754096985},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2176840603351593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20410633087158203},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.1345946490764618},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s0219525916500028","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219525916500028","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Complex Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:acsxxx:v:19:y:2016:i:01n02:p:1-45","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219525916500028","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:edoc.mpg.de:729144","is_oa":false,"landing_page_url":"http://edoc.mpg.de/729144","pdf_url":null,"source":{"id":"https://openalex.org/S4406922265","display_name":"Max Planck Institute for Plasma Physics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Complex Systems, v.19 (2016)","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4805439115","display_name":null,"funder_award_id":"318723","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320334960","display_name":"Seventh Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W63975438","https://openalex.org/W138400260","https://openalex.org/W589706243","https://openalex.org/W596251256","https://openalex.org/W1490499521","https://openalex.org/W1502506486","https://openalex.org/W1530254650","https://openalex.org/W1964314340","https://openalex.org/W1966402429","https://openalex.org/W1969617450","https://openalex.org/W2001561361","https://openalex.org/W2018204894","https://openalex.org/W2034009564","https://openalex.org/W2036613247","https://openalex.org/W2050495532","https://openalex.org/W2050805565","https://openalex.org/W2051510192","https://openalex.org/W2058105398","https://openalex.org/W2067703482","https://openalex.org/W2070952198","https://openalex.org/W2075379212","https://openalex.org/W2075694080","https://openalex.org/W2093397547","https://openalex.org/W2099111195","https://openalex.org/W2105950028","https://openalex.org/W2126822987","https://openalex.org/W2130902307","https://openalex.org/W2134290759","https://openalex.org/W2153587490","https://openalex.org/W2962814973","https://openalex.org/W2964070029","https://openalex.org/W2979454998","https://openalex.org/W3099382528","https://openalex.org/W4230164823","https://openalex.org/W4230871231","https://openalex.org/W4302781015"],"related_works":["https://openalex.org/W4401325445","https://openalex.org/W2622284819","https://openalex.org/W1504394672","https://openalex.org/W3089381707","https://openalex.org/W4285254085","https://openalex.org/W3034190530","https://openalex.org/W2741297526","https://openalex.org/W4295728955","https://openalex.org/W3129794609","https://openalex.org/W2304083841"],"abstract_inverted_index":{"Because":[0],"the":[1,7,18,49,58,69,72,83,86,90,103,107,130,147,158,171,177,185],"dynamics":[2],"of":[3,9,20,48,57,71,89,106,123,153,173,176],"complex":[4],"systems":[5,22],"is":[6],"result":[8],"both":[10],"decisive":[11],"local":[12],"events":[13],"and":[14,85,165],"reinforced":[15],"global":[16],"effects,":[17],"prediction":[19],"such":[21,36],"could":[23],"not":[24],"do":[25],"without":[26],"a":[27,44,95,112,121],"genuine":[28],"multilevel":[29,179],"approach.":[30],"This":[31],"paper":[32],"proposes":[33],"to":[34,63,80,144,183],"found":[35],"an":[37],"approach":[38],"on":[39,97],"information":[40,73],"theory.":[41],"Starting":[42],"from":[43],"complete":[45],"microscopic":[46],"description":[47],"system":[50],"dynamics,":[51],"we":[52,77,101],"are":[53,127],"looking":[54],"for":[55,157],"observables":[56],"current":[59],"state":[60,172],"that":[61,126,140],"allows":[62],"efficiently":[64,145],"predict":[65],"future":[66],"observables.":[67],"Using":[68],"framework":[70,156],"bottleneck":[74],"(IB)":[75],"method,":[76],"relate":[78],"optimality":[79],"two":[81],"aspects:":[82],"complexity":[84],"predictive":[87],"capacity":[88],"retained":[91],"measurement.":[92],"Then,":[93],"with":[94,120,129,162],"focus":[96],"agent-based":[98],"models":[99],"(ABMs),":[100],"analyze":[102],"solution":[104,134],"space":[105,135],"resulting":[108],"optimization":[109],"problem":[110],"in":[111],"generic":[113],"fashion.":[114],"We":[115,149],"show":[116,166],"that,":[117,167],"when":[118,169],"dealing":[119],"class":[122],"feasible":[124],"measurements":[125,180],"consistent":[128],"agent":[131],"structure,":[132],"this":[133,154],"has":[136],"interesting":[137],"algebraic":[138],"properties":[139],"can":[141],"be":[142,184],"exploited":[143],"solve":[146],"problem.":[148],"then":[150],"present":[151],"results":[152],"general":[155],"voter":[159],"model":[160],"(VM)":[161],"several":[163],"topologies":[164],"especially":[168],"predicting":[170],"some":[174],"sub-part":[175],"system,":[178],"turn":[181],"out":[182],"optimal":[186],"predictors.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}