{"id":"https://openalex.org/W4313244440","doi":"https://doi.org/10.3390/s23010142","title":"Survey on Multi-Objective Task Allocation Algorithms for IoT Networks","display_name":"Survey on Multi-Objective Task Allocation Algorithms for IoT Networks","publication_year":2022,"publication_date":"2022-12-23","ids":{"openalex":"https://openalex.org/W4313244440","doi":"https://doi.org/10.3390/s23010142","pmid":"https://pubmed.ncbi.nlm.nih.gov/36616751"},"language":"en","primary_location":{"id":"doi:10.3390/s23010142","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23010142","pdf_url":"https://www.mdpi.com/1424-8220/23/1/142/pdf?version=1671796218","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/1/142/pdf?version=1671796218","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069686594","display_name":"Dominik Weikert","orcid":"https://orcid.org/0000-0002-1643-6680"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Dominik Weikert","raw_affiliation_strings":["Faculty of Computer Science, Otto-von-Guericke University Magdeburg, 39106 Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Otto-von-Guericke University Magdeburg, 39106 Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007360440","display_name":"Christoph Steup","orcid":"https://orcid.org/0000-0001-6936-9760"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Steup","raw_affiliation_strings":["Faculty of Computer Science, Otto-von-Guericke University Magdeburg, 39106 Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Otto-von-Guericke University Magdeburg, 39106 Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064569017","display_name":"Sanaz Mostaghim","orcid":"https://orcid.org/0000-0002-9917-5227"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sanaz Mostaghim","raw_affiliation_strings":["Faculty of Computer Science, Otto-von-Guericke University Magdeburg, 39106 Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Otto-von-Guericke University Magdeburg, 39106 Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069686594"],"corresponding_institution_ids":["https://openalex.org/I95793202"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.1421,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51768773,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"23","issue":"1","first_page":"142","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9925000071525574,"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"}},{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.9842000007629395,"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/computer-science","display_name":"Computer science","score":0.758991539478302},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7329897284507751},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5975009799003601},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5926792621612549},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5681233406066895},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5175104141235352},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.500798225402832},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4047463834285736},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3940961956977844},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32190972566604614},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13671809434890747},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12646666169166565},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1235201358795166},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12022638320922852},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11630913615226746},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.07592552900314331},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06913155317306519}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.758991539478302},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7329897284507751},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5975009799003601},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5926792621612549},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5681233406066895},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5175104141235352},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.500798225402832},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4047463834285736},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3940961956977844},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32190972566604614},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13671809434890747},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12646666169166565},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1235201358795166},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12022638320922852},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11630913615226746},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.07592552900314331},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06913155317306519},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23010142","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23010142","pdf_url":"https://www.mdpi.com/1424-8220/23/1/142/pdf?version=1671796218","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36616751","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36616751","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:614d1500349e418aa63aa3b73f060405","is_oa":true,"landing_page_url":"https://doaj.org/article/614d1500349e418aa63aa3b73f060405","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 1, p 142 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/1/142/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23010142","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 1; Pages: 142","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9824234","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9824234","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23010142","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23010142","pdf_url":"https://www.mdpi.com/1424-8220/23/1/142/pdf?version=1671796218","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8790514149","display_name":null,"funder_award_id":"01IS22061A","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313244440.pdf","grobid_xml":"https://content.openalex.org/works/W4313244440.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W170020907","https://openalex.org/W230334135","https://openalex.org/W617124828","https://openalex.org/W1549353711","https://openalex.org/W1831950995","https://openalex.org/W1846834309","https://openalex.org/W1971443922","https://openalex.org/W1995279652","https://openalex.org/W2019033073","https://openalex.org/W2069463277","https://openalex.org/W2073937142","https://openalex.org/W2117502083","https://openalex.org/W2128037380","https://openalex.org/W2306862514","https://openalex.org/W2596636257","https://openalex.org/W2750337078","https://openalex.org/W2761682720","https://openalex.org/W2764251381","https://openalex.org/W2789625880","https://openalex.org/W2789834977","https://openalex.org/W2858924276","https://openalex.org/W2888319397","https://openalex.org/W2918810303","https://openalex.org/W2921872812","https://openalex.org/W2944490016","https://openalex.org/W2944534486","https://openalex.org/W2946729799","https://openalex.org/W2947119239","https://openalex.org/W2956353070","https://openalex.org/W2963786491","https://openalex.org/W2971419978","https://openalex.org/W2991450287","https://openalex.org/W3003669099","https://openalex.org/W3012182945","https://openalex.org/W3016490980","https://openalex.org/W3021613070","https://openalex.org/W3025216500","https://openalex.org/W3036283416","https://openalex.org/W3039651662","https://openalex.org/W3081699468","https://openalex.org/W3085402773","https://openalex.org/W3090016410","https://openalex.org/W3093920000","https://openalex.org/W3112311013","https://openalex.org/W3118545374","https://openalex.org/W3126338503","https://openalex.org/W3128775382","https://openalex.org/W3172408309","https://openalex.org/W3174690704","https://openalex.org/W3176872129","https://openalex.org/W3182194181","https://openalex.org/W3190591843","https://openalex.org/W4205951169","https://openalex.org/W4206915959","https://openalex.org/W4226269418","https://openalex.org/W4234141139","https://openalex.org/W4244705237","https://openalex.org/W4285287670","https://openalex.org/W4285805346","https://openalex.org/W4292083457","https://openalex.org/W4292387536","https://openalex.org/W6775686901"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2987774938","https://openalex.org/W2566006169","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2055733372","https://openalex.org/W2369811061"],"abstract_inverted_index":{"The":[0],"Internet":[1],"of":[2,9,25,33,39,91,113,120],"Things":[3],"(IoT)":[4],"has":[5],"been":[6],"an":[7,18,31],"area":[8],"growing":[10],"research":[11,35],"interest":[12],"for":[13,21,49,127],"decades.":[14],"Task":[15],"allocation":[16,42,47,93],"is":[17,53],"important":[19],"problem":[20,48,103],"the":[22,37,45,50,78,89,102,106,114],"optimized":[23],"operation":[24],"Internet-of-Things":[26,40],"networks.":[27],"This":[28],"paper":[29,107],"provides":[30],"overview":[32],"recent":[34,86],"in":[36,88],"field":[38,90],"task":[41,46,92],"optimization.":[43,75],"First,":[44],"IoT":[51],"itself":[52],"analyzed":[54],"and":[55,98,117,123],"divided":[56],"into":[57],"distinct":[58],"sub-problem":[59],"categories,":[60],"such":[61],"as":[62,69,71],"deployment":[63],"optimization,":[64],"static":[65],"or":[66,73],"dynamic":[67],"optimization":[68,81,94],"well":[70],"single-":[72],"multi-objective":[74],"Following":[76],"that,":[77],"commonly":[79],"used":[80],"objectives":[82],"are":[83,95],"explained.":[84],"Various":[85],"works":[87],"then":[96],"summarized":[97],"catalogued":[99],"according":[100],"to":[101],"categories.":[104],"Finally,":[105],"concludes":[108],"with":[109],"a":[110,118],"qualitative":[111],"analysis":[112],"categorized":[115],"approaches":[116],"description":[119],"open":[121],"problems":[122],"highlights":[124],"promising":[125],"directions":[126],"future":[128],"research.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}