{"id":"https://openalex.org/W3135369575","doi":"https://doi.org/10.1007/s10462-021-10112-1","title":"A survey on physarum polycephalum intelligent foraging behaviour and bio-inspired applications","display_name":"A survey on physarum polycephalum intelligent foraging behaviour and bio-inspired applications","publication_year":2022,"publication_date":"2022-11-16","ids":{"openalex":"https://openalex.org/W3135369575","doi":"https://doi.org/10.1007/s10462-021-10112-1","mag":"3135369575"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-021-10112-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-021-10112-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-021-10112-1.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-021-10112-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038065289","display_name":"Abubakr Awad","orcid":"https://orcid.org/0000-0002-9801-2813"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Abubakr Awad","raw_affiliation_strings":["School of Computer Science, University of Nottingham, Nottingham, NG8 1BB, UK"],"raw_orcid":"https://orcid.org/0000-0002-9801-2813","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Nottingham, Nottingham, NG8 1BB, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081644845","display_name":"Wei Pang","orcid":"https://orcid.org/0000-0002-1761-6659"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Wei Pang","raw_affiliation_strings":["School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, EH14 4AS, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, EH14 4AS, UK","institution_ids":["https://openalex.org/I32062511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017444948","display_name":"David Lusseau","orcid":"https://orcid.org/0000-0003-1245-3747"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"David Lusseau","raw_affiliation_strings":["National Institute of Aquatic Resources, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark","National Institute of Aquatic Resources, Technical University of Denmark, 2800, Kgs. Lyngby, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Aquatic Resources, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"National Institute of Aquatic Resources, Technical University of Denmark, 2800, Kgs. Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082375941","display_name":"George M. Coghill","orcid":"https://orcid.org/0000-0002-2047-8277"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"George M. Coghill","raw_affiliation_strings":["School of Natural and Computing Sciences, University of Aberdeen, Aberdeen, AB24 3UE, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Natural and Computing Sciences, University of Aberdeen, Aberdeen, AB24 3UE, UK","institution_ids":["https://openalex.org/I195460627"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5038065289","https://openalex.org/A5081644845"],"corresponding_institution_ids":["https://openalex.org/I142263535","https://openalex.org/I32062511"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":1.3074,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.76822945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"56","issue":"1","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13362","display_name":"Slime Mold and Myxomycetes Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T13362","display_name":"Slime Mold and Myxomycetes Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12813","display_name":"Plant and Biological Electrophysiology Studies","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12832","display_name":"Biocrusts and Microbial Ecology","score":0.9704999923706055,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/physarum-polycephalum","display_name":"Physarum polycephalum","score":0.9426974058151245},{"id":"https://openalex.org/keywords/foraging","display_name":"Foraging","score":0.7856143712997437},{"id":"https://openalex.org/keywords/physarum","display_name":"Physarum","score":0.7707231044769287},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7174023985862732},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47426068782806396},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1531694233417511},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13077396154403687}],"concepts":[{"id":"https://openalex.org/C2780855919","wikidata":"https://www.wikidata.org/wiki/Q134950","display_name":"Physarum polycephalum","level":2,"score":0.9426974058151245},{"id":"https://openalex.org/C165287380","wikidata":"https://www.wikidata.org/wiki/Q2916569","display_name":"Foraging","level":2,"score":0.7856143712997437},{"id":"https://openalex.org/C2778153493","wikidata":"https://www.wikidata.org/wiki/Q289636","display_name":"Physarum","level":3,"score":0.7707231044769287},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7174023985862732},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47426068782806396},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1531694233417511},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13077396154403687},{"id":"https://openalex.org/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10462-021-10112-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-021-10112-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-021-10112-1.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/0e683559-ca9a-4a48-9952-ceac26b12ebd","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/0e683559-ca9a-4a48-9952-ceac26b12ebd","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"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":"Awad , A , Pang , W , Lusseau , D & Coghill , G M 2023 , ' A survey on physarum polycephalum intelligent foraging behaviour and bio-inspired applications ' , Artificial Intelligence Review , vol. 56 , pp. 1-26 . https://doi.org/10.1007/s10462-021-10112-1","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10462-021-10112-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-021-10112-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-021-10112-1.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8358092192","display_name":null,"funder_award_id":"IE160806","funder_id":"https://openalex.org/F4320320006","funder_display_name":"Royal Society"}],"funders":[{"id":"https://openalex.org/F4320320006","display_name":"Royal Society","ror":"https://ror.org/03wnrjx87"},{"id":"https://openalex.org/F4320320359","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3135369575.pdf","grobid_xml":"https://content.openalex.org/works/W3135369575.grobid-xml"},"referenced_works_count":111,"referenced_works":["https://openalex.org/W22131516","https://openalex.org/W61653933","https://openalex.org/W82372158","https://openalex.org/W96606928","https://openalex.org/W105027833","https://openalex.org/W126670081","https://openalex.org/W127678480","https://openalex.org/W197211838","https://openalex.org/W204295414","https://openalex.org/W572742053","https://openalex.org/W745092337","https://openalex.org/W931578448","https://openalex.org/W1657483521","https://openalex.org/W1661179413","https://openalex.org/W1744266356","https://openalex.org/W1849225501","https://openalex.org/W1890621182","https://openalex.org/W1896806953","https://openalex.org/W1918863776","https://openalex.org/W1968838319","https://openalex.org/W1987048169","https://openalex.org/W1990975728","https://openalex.org/W1992432397","https://openalex.org/W1997455937","https://openalex.org/W2003810228","https://openalex.org/W2006955710","https://openalex.org/W2007932910","https://openalex.org/W2010427054","https://openalex.org/W2012790861","https://openalex.org/W2015203053","https://openalex.org/W2015244507","https://openalex.org/W2016493388","https://openalex.org/W2018528287","https://openalex.org/W2026127316","https://openalex.org/W2028055714","https://openalex.org/W2028946884","https://openalex.org/W2029308618","https://openalex.org/W2034506415","https://openalex.org/W2034742946","https://openalex.org/W2036553209","https://openalex.org/W2037334456","https://openalex.org/W2037403179","https://openalex.org/W2047225482","https://openalex.org/W2051751577","https://openalex.org/W2053622785","https://openalex.org/W2055189352","https://openalex.org/W2056459266","https://openalex.org/W2063093365","https://openalex.org/W2067924228","https://openalex.org/W2067926714","https://openalex.org/W2068878490","https://openalex.org/W2069533811","https://openalex.org/W2072747335","https://openalex.org/W2072831815","https://openalex.org/W2072908589","https://openalex.org/W2074876028","https://openalex.org/W2075286470","https://openalex.org/W2075517720","https://openalex.org/W2091628233","https://openalex.org/W2092673506","https://openalex.org/W2103545758","https://openalex.org/W2107941094","https://openalex.org/W2109364787","https://openalex.org/W2127465508","https://openalex.org/W2132354178","https://openalex.org/W2141401164","https://openalex.org/W2143560894","https://openalex.org/W2148698290","https://openalex.org/W2149470733","https://openalex.org/W2157307875","https://openalex.org/W2164335663","https://openalex.org/W2166078509","https://openalex.org/W2169528473","https://openalex.org/W2235310947","https://openalex.org/W2267437282","https://openalex.org/W2338962060","https://openalex.org/W2394742121","https://openalex.org/W2404721247","https://openalex.org/W2418841814","https://openalex.org/W2462605662","https://openalex.org/W2472157751","https://openalex.org/W2506608867","https://openalex.org/W2513872756","https://openalex.org/W2527140341","https://openalex.org/W2546963586","https://openalex.org/W2557242167","https://openalex.org/W2566207299","https://openalex.org/W2586281523","https://openalex.org/W2588338741","https://openalex.org/W2610274734","https://openalex.org/W2750574705","https://openalex.org/W2775259093","https://openalex.org/W2804974372","https://openalex.org/W2807412683","https://openalex.org/W2810031001","https://openalex.org/W2883197630","https://openalex.org/W2886087605","https://openalex.org/W2936686683","https://openalex.org/W2942563622","https://openalex.org/W2944672895","https://openalex.org/W2945246727","https://openalex.org/W2955613421","https://openalex.org/W2960017311","https://openalex.org/W2964239299","https://openalex.org/W3006787638","https://openalex.org/W3023963028","https://openalex.org/W3098519239","https://openalex.org/W3101720047","https://openalex.org/W4242496272","https://openalex.org/W4244595245","https://openalex.org/W4252005535"],"related_works":["https://openalex.org/W3134168770","https://openalex.org/W90103960","https://openalex.org/W1983683362","https://openalex.org/W4287322358","https://openalex.org/W3135369575","https://openalex.org/W1914039417","https://openalex.org/W2051704387","https://openalex.org/W300360709","https://openalex.org/W2066705165","https://openalex.org/W2051751577"],"abstract_inverted_index":{"Abstract":[0],"In":[1,52],"recent":[2,74],"years,":[3],"research":[4],"on":[5,60],"Physarum":[6,24,75,82,98,113,118,129],"polycephalum":[7,76],"has":[8],"become":[9],"more":[10],"popular":[11],"after":[12],"Nakagaki":[13],"(AIR":[14],"407:":[15],"6803-470,":[16],"2000)":[17],"performed":[18],"their":[19,86,125],"famous":[20],"experiment":[21],"showing":[22],"that":[23,57,72],"was":[25],"able":[26],"to":[27,44,54,111,134],"find":[28],"the":[29,39],"shortest":[30],"route":[31],"through":[32],"a":[33,46,69],"maze.":[34],"Subsequent":[35],"researches":[36],"have":[37,106,135],"confirmed":[38],"ability":[40],"of":[41,49,90,97],"Physarum-inspired":[42],"algorithms":[43,84,132],"solve":[45],"wide":[47],"range":[48],"real-world":[50],"applications.":[51,87],"contrast":[53],"previous":[55],"reviews":[56],"either":[58],"focus":[59],"biological":[61,77],"aspects":[62],"or":[63],"bio-inspired":[64,83,128],"applications,":[65],"here":[66],"we":[67,105],"present":[68],"comprehensive":[70],"review":[71,92],"highlights":[73],"aspects,":[78],"mathematical":[79],"models,":[80],"and":[81,85,123],"The":[88,127],"novelty":[89],"this":[91],"stems":[93],"from":[94],"our":[95,108],"exploration":[96],"intelligent":[99],"behaviour":[100],"in":[101,114,130],"competition":[102,131],"settings.":[103],"Further,":[104],"presented":[107],"new":[109],"model":[110],"simulate":[112],"competition,":[115],"where":[116],"multiple":[117],"interact":[119],"with":[120,124],"each":[121],"other":[122],"environments.":[126],"proved":[133],"great":[136],"potentials":[137],"for":[138],"future":[139],"research.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}