{"id":"https://openalex.org/W1983327774","doi":"https://doi.org/10.1109/sis.2013.6615159","title":"A novel ACO algorithm for dynamic binary chains based on changes in the system's stability","display_name":"A novel ACO algorithm for dynamic binary chains based on changes in the system's stability","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W1983327774","doi":"https://doi.org/10.1109/sis.2013.6615159","mag":"1983327774"},"language":"en","primary_location":{"id":"doi:10.1109/sis.2013.6615159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2013.6615159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Swarm Intelligence (SIS)","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/A5056618666","display_name":"Claudio Iacopino","orcid":null},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Claudio Iacopino","raw_affiliation_strings":["Surrey Space Centre, University of Surrey, Guildford, United Kingdom","Surrey Space Centre University of Surrey  Guildford UK"],"affiliations":[{"raw_affiliation_string":"Surrey Space Centre, University of Surrey, Guildford, United Kingdom","institution_ids":["https://openalex.org/I28290843"]},{"raw_affiliation_string":"Surrey Space Centre University of Surrey  Guildford UK","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112834682","display_name":"Phil Palmer","orcid":null},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Phil Palmer","raw_affiliation_strings":["Surrey Space Centre, University of Surrey, Guildford, United Kingdom","Surrey Space Centre University of Surrey  Guildford UK"],"affiliations":[{"raw_affiliation_string":"Surrey Space Centre, University of Surrey, Guildford, United Kingdom","institution_ids":["https://openalex.org/I28290843"]},{"raw_affiliation_string":"Surrey Space Centre University of Surrey  Guildford UK","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054588931","display_name":"Andrew Brewer","orcid":"https://orcid.org/0000-0002-9559-2461"},"institutions":[{"id":"https://openalex.org/I1283197605","display_name":"Surrey Satellite Technology (United Kingdom)","ror":"https://ror.org/01s5rx042","country_code":"GB","type":"company","lineage":["https://openalex.org/I1283197605"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew Brewer","raw_affiliation_strings":["Surrey Satellite Technology Ltd, Guildford, United Kingdom","Surrey Satellite Technology Ltd., Guildford, UK"],"affiliations":[{"raw_affiliation_string":"Surrey Satellite Technology Ltd, Guildford, United Kingdom","institution_ids":["https://openalex.org/I1283197605"]},{"raw_affiliation_string":"Surrey Satellite Technology Ltd., Guildford, UK","institution_ids":["https://openalex.org/I1283197605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081528722","display_name":"Nicola Policella","orcid":null},"institutions":[{"id":"https://openalex.org/I1321659569","display_name":"European Space Operations Centre","ror":"https://ror.org/0541jr710","country_code":"DE","type":"government","lineage":["https://openalex.org/I1321659569","https://openalex.org/I2801994115"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nicola Policella","raw_affiliation_strings":["European Space Operation Centre, Darmstadt, Germany","Eur. Space Oper. Centre, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"European Space Operation Centre, Darmstadt, Germany","institution_ids":["https://openalex.org/I1321659569"]},{"raw_affiliation_string":"Eur. Space Oper. Centre, Darmstadt, Germany","institution_ids":["https://openalex.org/I1321659569"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061739254","display_name":"Alessandro Donati","orcid":"https://orcid.org/0000-0001-5130-2154"},"institutions":[{"id":"https://openalex.org/I1321659569","display_name":"European Space Operations Centre","ror":"https://ror.org/0541jr710","country_code":"DE","type":"government","lineage":["https://openalex.org/I1321659569","https://openalex.org/I2801994115"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alessandro Donati","raw_affiliation_strings":["European Space Operation Centre, Darmstadt, Germany","Eur. Space Oper. Centre, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"European Space Operation Centre, Darmstadt, Germany","institution_ids":["https://openalex.org/I1321659569"]},{"raw_affiliation_string":"Eur. Space Oper. Centre, Darmstadt, Germany","institution_ids":["https://openalex.org/I1321659569"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5056618666"],"corresponding_institution_ids":["https://openalex.org/I28290843"],"apc_list":null,"apc_paid":null,"fwci":1.9236,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87659344,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"56","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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":1.0,"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":0.9965000152587891,"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":0.996399998664856,"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/adaptability","display_name":"Adaptability","score":0.8670530319213867},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6936831474304199},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6920216083526611},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6698922514915466},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6342796683311462},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6340721249580383},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5065509080886841},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.49642330408096313},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4369235038757324},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.43598875403404236},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4270961284637451},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.4219527840614319},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41618943214416504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3412874639034271},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23918947577476501},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1487032175064087}],"concepts":[{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.8670530319213867},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6936831474304199},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6920216083526611},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6698922514915466},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6342796683311462},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6340721249580383},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5065509080886841},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.49642330408096313},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4369235038757324},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43598875403404236},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4270961284637451},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.4219527840614319},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41618943214416504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3412874639034271},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23918947577476501},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1487032175064087},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sis.2013.6615159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2013.6615159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Swarm Intelligence (SIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W143598649","https://openalex.org/W1547440865","https://openalex.org/W1551741615","https://openalex.org/W1566652554","https://openalex.org/W1639458226","https://openalex.org/W1810046508","https://openalex.org/W1874785114","https://openalex.org/W1945980349","https://openalex.org/W2004991186","https://openalex.org/W2015649422","https://openalex.org/W2020015078","https://openalex.org/W2048910294","https://openalex.org/W2080047042","https://openalex.org/W2107941094","https://openalex.org/W2130411910","https://openalex.org/W2146236387","https://openalex.org/W2167218228","https://openalex.org/W2395284556","https://openalex.org/W2984712846","https://openalex.org/W6670665014"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W1611875833","https://openalex.org/W1547053391","https://openalex.org/W1521781013","https://openalex.org/W1975009952","https://openalex.org/W2462483068","https://openalex.org/W1588949866","https://openalex.org/W46882622","https://openalex.org/W4375949242"],"abstract_inverted_index":{"In":[0],"the":[1,14,22,63,70,94,98,138,154,164,168,178],"last":[2],"decade,":[3],"Dynamic":[4],"Optimization":[5,28],"Problems":[6],"(DOP)":[7],"have":[8],"received":[9],"increasing":[10],"attention.":[11],"Changes":[12],"in":[13,36,75,101,143],"problem":[15,155],"structure":[16],"pose":[17],"a":[18,32,84,107,144],"great":[19],"challenge":[20],"for":[21,120],"optimization":[23],"techniques.":[24],"The":[25,124],"Ant":[26],"Colony":[27],"(ACO)":[29],"metaheuristic":[30],"has":[31],"number":[33],"of":[34,65,72,97,109,129,140,181],"potentials":[35],"this":[37,134],"field":[38],"due":[39,162],"to":[40,136,148,153,158,163,176],"its":[41,150,160],"adaptability":[42,182],"and":[43,48,68,157,183],"flexibility.":[44],"However":[45],"their":[46,73],"design":[47],"analysis":[49],"are":[50,113],"still":[51],"critical":[52],"issues.":[53],"This":[54,81],"is":[55,174],"where":[56],"research":[57],"on":[58,89],"formal":[59],"methods":[60],"can":[61],"increase":[62],"reliability":[64],"these":[66],"systems":[67,100],"improve":[69,159],"understanding":[71],"dynamics":[74],"complex":[76],"problems":[77,102],"such":[78],"as":[79,104],"DOPs.":[80],"paper":[82],"presents":[83],"novel":[85],"ACO":[86,99,145],"algorithm":[87,125,179],"based":[88],"an":[90],"analytical":[91],"model":[92,135],"describing":[93],"long-terms":[95],"behaviours":[96,112,152],"represented":[103],"binary":[105],"chains,":[106],"type":[108],"DOP.":[110],"These":[111],"described":[114],"using":[115],"modelling":[116],"techniques":[117],"already":[118],"developed":[119,126],"studying":[121],"dynamical":[122],"systems.":[123],"takes":[127],"advantage":[128],"new":[130],"insights":[131],"offered":[132],"by":[133],"regulate":[137],"tradeoff":[139],"exploration/exploitation":[141],"resulting":[142],"system":[146],"able":[147],"adapt":[149],"long-term":[151],"changes":[156],"performance":[161],"experiences":[165],"learnt":[166],"from":[167],"previous":[169],"explorations.":[170],"An":[171],"empirical":[172],"evaluation":[173],"used":[175],"validate":[177],"capabilities":[180],"optimization.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}