{"id":"https://openalex.org/W2785398288","doi":"https://doi.org/10.1109/iwbis.2017.8275107","title":"Comparative analysis of ant colony extended and mix-min ant system in software project scheduling problem","display_name":"Comparative analysis of ant colony extended and mix-min ant system in software project scheduling problem","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2785398288","doi":"https://doi.org/10.1109/iwbis.2017.8275107","mag":"2785398288"},"language":"en","primary_location":{"id":"doi:10.1109/iwbis.2017.8275107","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwbis.2017.8275107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Workshop on Big Data and Information Security (IWBIS)","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/A5061005993","display_name":"Valdi Rachman","orcid":null},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Valdi Rachman","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048298559","display_name":"M. Anwar Ma\u2019sum","orcid":"https://orcid.org/0000-0002-9251-7781"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"M. Anwar Ma'sum","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia","institution_ids":["https://openalex.org/I29617571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I29617571"],"apc_list":null,"apc_paid":null,"fwci":0.2065,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.67183847,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"85","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9447000026702881,"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":0.9447000026702881,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9258999824523926,"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/T12177","display_name":"Resource-Constrained Project Scheduling","score":0.9225000143051147,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.8926268219947815},{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.832732081413269},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.634719967842102},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5769286751747131},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.5410950779914856},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5010573863983154},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4368789494037628},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4043480455875397},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36164677143096924},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3226395845413208},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1763383448123932},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.126794695854187},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09472230076789856},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07704609632492065}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.8926268219947815},{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.832732081413269},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.634719967842102},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5769286751747131},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.5410950779914856},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5010573863983154},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4368789494037628},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4043480455875397},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36164677143096924},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3226395845413208},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1763383448123932},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.126794695854187},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09472230076789856},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07704609632492065},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwbis.2017.8275107","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwbis.2017.8275107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Workshop on Big Data and Information Security (IWBIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1557288165","https://openalex.org/W1801849579","https://openalex.org/W1969302044","https://openalex.org/W1979426314","https://openalex.org/W2070784164","https://openalex.org/W2142495255","https://openalex.org/W2144149854","https://openalex.org/W2154929945","https://openalex.org/W2162125251","https://openalex.org/W6633364091"],"related_works":["https://openalex.org/W4385871958","https://openalex.org/W4245157707","https://openalex.org/W2908391583","https://openalex.org/W2369428395","https://openalex.org/W2120093588","https://openalex.org/W2981400081","https://openalex.org/W2347951034","https://openalex.org/W2313077844","https://openalex.org/W2388326823","https://openalex.org/W1997193297"],"abstract_inverted_index":{"Software":[0],"Project":[1,8],"Scheduling":[2,9],"Problem":[3,10,57],"(SPSP)":[4],"is":[5,12,31,44,75,85,114],"one":[6],"of":[7,20,46,119],"which":[11],"classified":[13],"as":[14],"NP-Hard":[15],"problem.":[16],"In":[17,41,88],"2014,":[18],"variation":[19,45],"Ant":[21,33,49,69],"Colony":[22,50,70],"Optimization":[23],"(ACO)":[24],"algorithms":[25],"was":[26],"successfully":[27,86],"developed.":[28],"The":[29,99,112],"algorithm":[30,94],"Max-Min":[32],"System":[34,71],"(MMAS)":[35],"that":[36,103],"proposed":[37],"to":[38],"solve":[39],"SPSP.":[40,98,111],"2012,":[42],"there":[43,74],"ACO":[47,65],"named":[48],"Extended":[51],"(ACE)":[52],"developed":[53],"for":[54,110],"Travelling":[55],"Salesman":[56],"and":[58,68,92],"it":[59],"shows":[60,102],"better":[61,106],"performance":[62,80,107,113],"than":[63,108],"well-known":[64],"algorithms:":[66],"MMAS":[67,84,93,109],"(ACS).":[72],"However,":[73],"no":[76],"research":[77],"about":[78],"ACE's":[79],"in":[81,97],"SPSP":[82],"where":[83],"applied.":[87],"this":[89],"paper,":[90],"ACE":[91,104],"were":[95],"compared":[96],"experiment":[100],"result":[101],"has":[105],"indicated":[115],"by":[116],"fitness":[117],"value":[118],"the":[120],"algorithms.":[121]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}