{"id":"https://openalex.org/W2909270551","doi":"https://doi.org/10.1051/ro/2019012","title":"An innovative four-layer heuristic for scheduling multi-mode projects under multiple resource constrains","display_name":"An innovative four-layer heuristic for scheduling multi-mode projects under multiple resource constrains","publication_year":2019,"publication_date":"2019-01-15","ids":{"openalex":"https://openalex.org/W2909270551","doi":"https://doi.org/10.1051/ro/2019012","mag":"2909270551"},"language":"en","primary_location":{"id":"doi:10.1051/ro/2019012","is_oa":false,"landing_page_url":"https://doi.org/10.1051/ro/2019012","pdf_url":null,"source":{"id":"https://openalex.org/S20631277","display_name":"RAIRO - Operations Research","issn_l":"0399-0559","issn":["0399-0559","1290-3868","2804-7303"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748"],"host_organization_lineage_names":["EDP Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RAIRO - Operations Research","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/A5007082228","display_name":"Reza Zamani","orcid":"https://orcid.org/0000-0002-7948-5500"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Reza Zamani","raw_affiliation_strings":["School of Computing and Information Technology, Wollongong University, NSW 2522 Wollongong Australia"],"raw_orcid":"https://orcid.org/0000-0002-7948-5500","affiliations":[{"raw_affiliation_string":"School of Computing and Information Technology, Wollongong University, NSW 2522 Wollongong Australia","institution_ids":["https://openalex.org/I204824540"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5007082228"],"corresponding_institution_ids":["https://openalex.org/I204824540"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00867342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"53","issue":"4","first_page":"1309","last_page":"1330"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12177","display_name":"Resource-Constrained Project Scheduling","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12177","display_name":"Resource-Constrained Project Scheduling","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6914581060409546},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6622188091278076},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5576733350753784},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5299333930015564},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4987783432006836},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4452357888221741},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4170018434524536},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16818678379058838},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1649710237979889},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.09238287806510925},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.07538709044456482}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6914581060409546},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6622188091278076},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5576733350753784},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5299333930015564},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4987783432006836},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4452357888221741},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4170018434524536},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16818678379058838},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1649710237979889},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.09238287806510925},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.07538709044456482},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1051/ro/2019012","is_oa":false,"landing_page_url":"https://doi.org/10.1051/ro/2019012","pdf_url":null,"source":{"id":"https://openalex.org/S20631277","display_name":"RAIRO - Operations Research","issn_l":"0399-0559","issn":["0399-0559","1290-3868","2804-7303"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748"],"host_organization_lineage_names":["EDP Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RAIRO - Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:numdam.org:RO_2019__53_4_1309_0","is_oa":false,"landing_page_url":"https://www.numdam.org/articles/10.1051/ro/2019012/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402264","display_name":"French digital mathematics library (Numdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I70900168","host_organization_name":"Universit\u00e9 Savoie Mont Blanc","host_organization_lineage":["https://openalex.org/I70900168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W67380323","https://openalex.org/W428221843","https://openalex.org/W1578393489","https://openalex.org/W1578973778","https://openalex.org/W1583958891","https://openalex.org/W1588020177","https://openalex.org/W1963500541","https://openalex.org/W1971534795","https://openalex.org/W1973131489","https://openalex.org/W1978134557","https://openalex.org/W1979627836","https://openalex.org/W1985909617","https://openalex.org/W1987465876","https://openalex.org/W1993885071","https://openalex.org/W1997094138","https://openalex.org/W2000872583","https://openalex.org/W2003759470","https://openalex.org/W2008663213","https://openalex.org/W2014868958","https://openalex.org/W2019101008","https://openalex.org/W2024742034","https://openalex.org/W2032495338","https://openalex.org/W2033611108","https://openalex.org/W2038411763","https://openalex.org/W2042058522","https://openalex.org/W2053931030","https://openalex.org/W2055522783","https://openalex.org/W2059067566","https://openalex.org/W2060331334","https://openalex.org/W2060978960","https://openalex.org/W2065139798","https://openalex.org/W2068990620","https://openalex.org/W2075675164","https://openalex.org/W2091556819","https://openalex.org/W2094465335","https://openalex.org/W2095326093","https://openalex.org/W2095332973","https://openalex.org/W2124238243","https://openalex.org/W2131167412","https://openalex.org/W2149249807","https://openalex.org/W2152999180","https://openalex.org/W2154929945","https://openalex.org/W2158814833","https://openalex.org/W2186217963","https://openalex.org/W2235145741","https://openalex.org/W2412357420","https://openalex.org/W2465535443","https://openalex.org/W2465665241","https://openalex.org/W2484826121","https://openalex.org/W2511017421","https://openalex.org/W2746872898","https://openalex.org/W2748264037","https://openalex.org/W2761891938","https://openalex.org/W2782268431","https://openalex.org/W2794278365","https://openalex.org/W2901637444","https://openalex.org/W3103824307","https://openalex.org/W4237375636"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703","https://openalex.org/W41015297"],"abstract_inverted_index":{"In":[0],"this":[1,18],"paper,":[2],"an":[3,31,133,187],"innovative":[4],"four-layer":[5],"heuristic":[6],"is":[7,74,89,93],"presented":[8],"for":[9,52,124],"scheduling":[10,67],"multi-mode":[11,69],"projects":[12,70],"under":[13],"multiple":[14],"resource":[15],"constraints.":[16],"For":[17],"purpose,":[19],"a":[20,24,27,37,75,102],"biased-random":[21],"sampling":[22],"technique,":[23],"local":[25],"search,":[26],"decomposition":[28],"method,":[29],"and":[30,136,159],"evolutionary":[32],"search":[33,77,104],"mechanism,":[34],"each":[35,43,137,172,189],"in":[36,100],"separate":[38],"layer,":[39,199],"are":[40,163,168],"combined,":[41],"with":[42,82],"layer":[44,51,131,151,173,190,205],"passing":[45],"its":[46,126,149,179,197],"output":[47],"to":[48,72,193],"the":[49,61,66,83,91,107,117,129,139,146,194,200,203,207,210],"next":[50],"improvement.":[53],"The":[54],"procedure":[55,92,211],"has":[56,212],"been":[57,213],"designed":[58],"based":[59],"on":[60,116,183,206],"fact":[62],"that":[63],"what":[64],"makes":[65],"of":[68,79,86,138,148,196,202,209],"hard":[71],"solve":[73],"massive":[76,103],"space":[78,176],"modes":[80],"compounded":[81],"starting":[84],"times":[85],"activities.":[87],"That":[88],"why":[90],"aimed":[94],"at":[95],"balancing":[96],"exploration":[97],"versus":[98],"exploitation":[99],"searching":[101],"space.":[105],"On":[106],"one":[108],"hand,":[109,119],"it":[110,120,154],"exploits":[111],"promising":[112,161],"areas":[113,123,162,167],"further":[114],"and,":[115],"other":[118,140],"searches":[121],"unexplored":[122,166],"expanding":[125],"range.":[127],"Since":[128],"first":[130],"provides":[132],"initial":[134],"solution,":[135],"three":[141],"layers":[142],"can":[143,191],"either":[144],"improve":[145],"result":[147,195],"previous":[150,180,198],"or":[152,185],"keep":[153],"unchanged,":[155],"solutions":[156],"never":[157],"deteriorate":[158],"hence":[160],"exploited.":[164],"Moreover,":[165],"searched":[169],"effectively":[170],"because":[171],"explores":[174],"solution":[175],"differently":[177],"than":[178],"layer.":[181],"Based":[182],"whether":[184],"not":[186],"improvement":[188],"make":[192],"effect":[201],"corresponding":[204],"performance":[208],"measured.":[214]},"counts_by_year":[],"updated_date":"2026-07-07T06:14:10.401900","created_date":"2025-10-10T00:00:00"}
