{"id":"https://openalex.org/W4312107543","doi":"https://doi.org/10.48550/arxiv.2212.10723","title":"Predict+Optimize Problem in Renewable Energy Scheduling","display_name":"Predict+Optimize Problem in Renewable Energy Scheduling","publication_year":2022,"publication_date":"2022-12-21","ids":{"openalex":"https://openalex.org/W4312107543","doi":"https://doi.org/10.48550/arxiv.2212.10723"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2212.10723","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2212.10723","pdf_url":"https://arxiv.org/pdf/2212.10723","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2212.10723","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010495833","display_name":"Christoph Bergmeir","orcid":"https://orcid.org/0000-0002-3665-9021"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bergmeir, Christoph","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077292148","display_name":"Frits de Nijs","orcid":"https://orcid.org/0000-0003-4466-2447"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"de Nijs, Frits","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018714590","display_name":"Evgenii Genov","orcid":"https://orcid.org/0000-0003-3756-956X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Genov, Evgenii","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064610476","display_name":"Abishek Sriramulu","orcid":"https://orcid.org/0000-0002-3937-4902"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sriramulu, Abishek","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005807347","display_name":"Mahdi Abolghasemi","orcid":"https://orcid.org/0000-0003-3924-7695"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abolghasemi, Mahdi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018894894","display_name":"Richard Bean","orcid":"https://orcid.org/0000-0002-1723-6760"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bean, Richard","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110353823","display_name":"John T. Betts","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Betts, John","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016538356","display_name":"Quang Neo Bui","orcid":"https://orcid.org/0000-0003-0319-5934"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bui, Quang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039790704","display_name":"Nam Trong Dinh","orcid":"https://orcid.org/0000-0003-2188-2543"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dinh, Nam Trong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031261305","display_name":"Nils Einecke","orcid":"https://orcid.org/0000-0002-2460-4955"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Einecke, Nils","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016302099","display_name":"Rasul Esmaeilbeigi","orcid":"https://orcid.org/0000-0003-3460-7954"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Esmaeilbeigi, Rasul","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030188800","display_name":"Scott Ferraro","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ferraro, Scott","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079756293","display_name":"Priya Galketiya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Galketiya, Priya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002338078","display_name":"Robert E. Glasgow","orcid":"https://orcid.org/0000-0001-7607-9673"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Glasgow, Robert","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053804135","display_name":"Rakshitha Godahewa","orcid":"https://orcid.org/0000-0002-1333-7249"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Godahewa, Rakshitha","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101947026","display_name":"Yanfei Kang","orcid":"https://orcid.org/0000-0002-0821-560X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kang, Yanfei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026591190","display_name":"Steffen Limmer","orcid":"https://orcid.org/0000-0003-2385-7886"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Limmer, Steffen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066682425","display_name":"Luis Magdalena","orcid":"https://orcid.org/0000-0001-7639-8906"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Magdalena, Luis","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000087814","display_name":"Pablo Montero\u2010Manso","orcid":"https://orcid.org/0000-0003-3816-0985"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Montero-Manso, Pablo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000707803","display_name":"Daniel Peralta","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peralta, Daniel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088785233","display_name":"Yogesh Pipada Sunil Kumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kumar, Yogesh Pipada Sunil","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005598000","display_name":"Alejandro Rosales-P\u00e9rez","orcid":"https://orcid.org/0000-0003-1768-339X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rosales-P\u00e9rez, Alejandro","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077675507","display_name":"Julian Ruddick","orcid":"https://orcid.org/0000-0002-9063-6939"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruddick, Julian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036248448","display_name":"Akylas Stratigakos","orcid":"https://orcid.org/0000-0002-9954-5558"},"institutions":[{"id":"https://openalex.org/I4210112951","display_name":"Centre Proc\u00e9d\u00e9s, Energies Renouvelables et Syst\u00e8mes Energ\u00e9tiques","ror":"https://ror.org/01ydp2x12","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210112951","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I70768539","display_name":"\u00c9cole Nationale Sup\u00e9rieure des Mines de Paris","ror":"https://ror.org/04y8cs423","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Stratigakos, Akylas","raw_affiliation_strings":["Mines Paris - PSL (\u00c9cole nationale sup\u00e9rieure des mines de Paris) (60, boulevard Saint-Michel 75006 Paris - France)","PERSEE - Centre Proc\u00e9d\u00e9s, \u00c9nergies Renouvelables, Syst\u00e8mes \u00c9nerg\u00e9tiques (CS 10207 rue Claude Daunesse 06904 Sophia Antipolis Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mines Paris - PSL (\u00c9cole nationale sup\u00e9rieure des mines de Paris) (60, boulevard Saint-Michel 75006 Paris - France)","institution_ids":["https://openalex.org/I70768539"]},{"raw_affiliation_string":"PERSEE - Centre Proc\u00e9d\u00e9s, \u00c9nergies Renouvelables, Syst\u00e8mes \u00c9nerg\u00e9tiques (CS 10207 rue Claude Daunesse 06904 Sophia Antipolis Cedex - France)","institution_ids":["https://openalex.org/I4210112951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064839018","display_name":"Peter J. Stuckey","orcid":"https://orcid.org/0000-0003-2186-0459"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stuckey, Peter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022380691","display_name":"Guido Tack","orcid":"https://orcid.org/0000-0003-3357-6498"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tack, Guido","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075541426","display_name":"Isaac Triguero","orcid":"https://orcid.org/0000-0002-0150-0651"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Triguero, Isaac","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101633982","display_name":"Rui Yuan","orcid":"https://orcid.org/0000-0002-1768-9639"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuan, Rui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":28,"corresponding_author_ids":["https://openalex.org/A5010495833"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10603","display_name":"Smart Grid Energy Management","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.6634296178817749},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6489262580871582},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6040887832641602},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5293296575546265},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5001773834228516},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4940033555030823},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.47277453541755676},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4595377445220947},{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.44556182622909546},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4375610947608948},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3394860625267029},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16647684574127197},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10227108001708984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6634296178817749},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6489262580871582},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6040887832641602},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5293296575546265},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5001773834228516},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4940033555030823},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.47277453541755676},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4595377445220947},{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.44556182622909546},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4375610947608948},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3394860625267029},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16647684574127197},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10227108001708984},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:2212.10723","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2212.10723","pdf_url":"https://arxiv.org/pdf/2212.10723","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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"},{"id":"pmh:oai:HAL:hal-04107369v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04107369","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023","raw_type":"Preprints, Working Papers, ..."},{"id":"doi:10.48550/arxiv.2212.10723","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2212.10723","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2212.10723","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2212.10723","pdf_url":"https://arxiv.org/pdf/2212.10723","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1574359403","https://openalex.org/W2057975886","https://openalex.org/W4308700935","https://openalex.org/W4210780382","https://openalex.org/W2356033827","https://openalex.org/W2391138633","https://openalex.org/W4206134051","https://openalex.org/W2907234787","https://openalex.org/W4285503559","https://openalex.org/W4281297310"],"abstract_inverted_index":{"Predict+Optimize":[0,32,142],"frameworks":[1],"integrate":[2],"forecasting":[3,39,175],"and":[4,17,42,44,64,98,127,158,176,185],"optimization":[5,60,122],"to":[6,75,124,145,170],"address":[7],"real-world":[8,147],"challenges":[9],"such":[10,178],"as":[11,179],"renewable":[12,40,148],"energy":[13,46,72,112,129,149,168],"scheduling,":[14],"where":[15],"variability":[16],"uncertainty":[18,120],"are":[19],"critical":[20],"factors.":[21],"This":[22],"paper":[23],"benchmarks":[24],"solutions":[25],"from":[26],"the":[27,80,89,115,155,161],"IEEE-CIS":[28],"Technical":[29],"Challenge":[30],"on":[31,38],"for":[33,104,111],"Renewable":[34],"Energy":[35],"Scheduling,":[36],"focusing":[37],"production":[41],"demand":[43],"optimizing":[45],"cost.":[47],"The":[48,55,95,131],"competition":[49],"attracted":[50],"49":[51],"participants":[52],"in":[53,71,92,121,137],"total.":[54],"top-ranked":[56],"method":[57],"employed":[58],"stochastic":[59],"using":[61],"LightGBM":[62],"ensembles,":[63],"achieved":[65],"at":[66],"least":[67],"a":[68,102,146],"2%":[69],"reduction":[70],"costs":[73],"compared":[74],"deterministic":[76],"approaches,":[77],"demonstrating":[78],"that":[79],"most":[81],"accurate":[82],"point":[83],"forecast":[84,119],"does":[85],"not":[86],"necessarily":[87],"guarantee":[88],"best":[90],"performance":[91],"downstream":[93],"optimization.":[94,188],"published":[96],"data":[97],"problem":[99],"setting":[100],"establish":[101],"benchmark":[103],"further":[105],"research":[106],"into":[107,154],"integrated":[108,174],"forecasting-optimization":[109],"methods":[110],"systems,":[113],"highlighting":[114],"importance":[116],"of":[117,133,141,160],"considering":[118],"models":[123],"achieve":[125],"cost-effective":[126],"reliable":[128],"management.":[130],"novelty":[132],"this":[134],"work":[135],"lies":[136],"its":[138],"comprehensive":[139],"evaluation":[140],"methodologies":[143],"applied":[144],"scheduling":[150],"problem,":[151],"providing":[152],"insights":[153],"scalability,":[156],"generalizability,":[157],"effectiveness":[159],"proposed":[162],"solutions.":[163],"Potential":[164],"applications":[165],"extend":[166],"beyond":[167],"systems":[169],"any":[171],"domain":[172],"requiring":[173],"optimization,":[177],"supply":[180],"chain":[181],"management,":[182],"transportation":[183],"planning,":[184],"financial":[186],"portfolio":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2023-01-04T00:00:00"}
