Stochastic resource leveling in projects with flexible structures
•Investigate stochastic resource leveling in projects with flexible structures.•Offer a stochastic programming-based algorithm and a differential evolution algorithm.•Devise a simulation-based evaluation algorithm to evaluate the scheduling policies.•Compare the proposed algorithms with state-of-the...
Uloženo v:
| Vydáno v: | Computers & operations research Ročník 169; s. 106753 |
|---|---|
| Hlavní autoři: | , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Elsevier Ltd
01.09.2024
|
| Témata: | |
| ISSN: | 0305-0548, 1873-765X |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | •Investigate stochastic resource leveling in projects with flexible structures.•Offer a stochastic programming-based algorithm and a differential evolution algorithm.•Devise a simulation-based evaluation algorithm to evaluate the scheduling policies.•Compare the proposed algorithms with state-of-the-art meta-heuristics.•Analyze the value of stochastic information after adopting the proposed algorithms.
In project management, efficient utilization of resources plays a key role in project success, and resource leveling is an effective technique to optimize resource usage. During project execution, there are often uncertainties that complicate resource leveling. Furthermore, existing research on resource leveling typically assumes a fixed project structure. However, this is not always the case in practice, because there may be a variety of optional technical solutions for some activities, leading to a flexible project structure. Therefore, considering both stochastic activity durations and flexible project structures, we propose and study the stochastic resource leveling problem with flexible project structures (SRLP-PS). The solution of the SRLP-PS is in the form of a scheduling policy. We design two algorithms for solving the NP-hard SRLP-PS: (a) an exact algorithm based on stochastic programming, in which we formulate a scenario-based non-linear stochastic programming model and linearize it into an equivalent deterministic mixed-integer linear programming model that can be directly solved by CPLEX; and (b) an improved differential evolution algorithm, which is equipped with several problem-specific components, such as two mutation operators balancing exploration and exploitation, initialization, and local improvement search. Extensive computational experiments on a large number of benchmark instances are performed to validate our algorithms, which are also compared with state-of-the-art meta-heuristics. The computational results reveal the effectiveness and competitiveness of our algorithms. We also analyze the value of stochastic information based on the exact algorithm and the meta-heuristics, respectively. |
|---|---|
| AbstractList | •Investigate stochastic resource leveling in projects with flexible structures.•Offer a stochastic programming-based algorithm and a differential evolution algorithm.•Devise a simulation-based evaluation algorithm to evaluate the scheduling policies.•Compare the proposed algorithms with state-of-the-art meta-heuristics.•Analyze the value of stochastic information after adopting the proposed algorithms.
In project management, efficient utilization of resources plays a key role in project success, and resource leveling is an effective technique to optimize resource usage. During project execution, there are often uncertainties that complicate resource leveling. Furthermore, existing research on resource leveling typically assumes a fixed project structure. However, this is not always the case in practice, because there may be a variety of optional technical solutions for some activities, leading to a flexible project structure. Therefore, considering both stochastic activity durations and flexible project structures, we propose and study the stochastic resource leveling problem with flexible project structures (SRLP-PS). The solution of the SRLP-PS is in the form of a scheduling policy. We design two algorithms for solving the NP-hard SRLP-PS: (a) an exact algorithm based on stochastic programming, in which we formulate a scenario-based non-linear stochastic programming model and linearize it into an equivalent deterministic mixed-integer linear programming model that can be directly solved by CPLEX; and (b) an improved differential evolution algorithm, which is equipped with several problem-specific components, such as two mutation operators balancing exploration and exploitation, initialization, and local improvement search. Extensive computational experiments on a large number of benchmark instances are performed to validate our algorithms, which are also compared with state-of-the-art meta-heuristics. The computational results reveal the effectiveness and competitiveness of our algorithms. We also analyze the value of stochastic information based on the exact algorithm and the meta-heuristics, respectively. |
| ArticleNumber | 106753 |
| Author | Zhang, Xianchao Li, Hongbo Chen, Rui Zheng, Linwen |
| Author_xml | – sequence: 1 givenname: Hongbo surname: Li fullname: Li, Hongbo email: hongbo_li@t.shu.edu.cn organization: School of Management, Shanghai University, Shanghai 200444, China – sequence: 2 givenname: Linwen orcidid: 0000-0002-8216-7028 surname: Zheng fullname: Zheng, Linwen email: linwenzheng@126.com organization: School of Management, Shanghai University, Shanghai 200444, China – sequence: 3 givenname: Rui orcidid: 0009-0000-8723-8297 surname: Chen fullname: Chen, Rui email: ruichen20201@qq.com organization: School of Management, Shanghai University, Shanghai 200444, China – sequence: 4 givenname: Xianchao surname: Zhang fullname: Zhang, Xianchao email: zhangxianchao@zjxu.edu.cn organization: Key Laboratory of Medical Electronics and Digital Health of Zhejiang Province, Jiaxing University, Jiaxing 314001, China |
| BookMark | eNp90L1OwzAQwHELFYm28ABseYEUfyR2Iqaq4kuqxABIbJZzOVNHIa5st8Dbk6pMDPVy8vA76f4zMhn8gIRcM7pglMmbbgE-LDjlxfiXqhRnZMoqJXIly_cJmVJBy5yWRXVBZjF2dHyKsylZviQPGxOTgyxg9LsAmPW4x94NH5kbsm3wHUKK2ZdLm8z2-O2aHrOYwg7SbiSX5NyaPuLV35yTt_u719Vjvn5-eFot1zkIzlMubV3bwjRgVAtVU5W8knVTKMsYo7zlhZWcoZASsWIKKqiFASmYhQJrywoxJ-q4F4KPMaDV4JJJzg8pGNdrRvWhhO70WEIfSuhjiVGyf3Ib3KcJPyfN7dHgeNLeYdARHA6ArQtjDt16d0L_Ar4HeZU |
| CitedBy_id | crossref_primary_10_1016_j_orp_2025_100349 |
| Cites_doi | 10.1016/j.ejor.2011.09.018 10.1016/j.cor.2018.06.016 10.1016/j.omega.2016.11.009 10.1287/opre.32.1.89 10.1016/j.cie.2017.10.027 10.3846/13923730.2014.982699 10.1139/l02-007 10.1016/j.ejor.2004.08.047 10.1007/s10951-015-0457-6 10.1016/j.cor.2021.105258 10.1007/s10951-007-0021-0 10.2172/822567 10.1061/(ASCE)CO.1943-7862.0001635 10.1108/ECAM-05-2017-0085 10.1002/net.3230180206 10.3233/JIFS-17493 10.1016/j.autcon.2012.11.002 10.1061/(ASCE)0733-9364(1996)122:2(125) 10.1287/mnsc.41.10.1693 10.1111/mice.12668 10.1111/j.1937-5956.2009.01023.x 10.1016/S0377-2217(98)00272-0 10.1109/99.714603 10.1139/l99-028 10.1016/j.ejor.2018.09.005 10.1016/j.cie.2018.08.027 10.1016/j.ejor.2012.03.003 10.1016/S0377-2217(96)00170-1 10.1080/00207543.2017.1355120 10.1016/j.ejor.2023.07.043 10.1016/j.autcon.2017.01.018 10.1061/(ASCE)CO.1943-7862.0000149 10.1080/00207543.2020.1788737 10.1016/j.ejor.2019.05.023 10.1016/j.cie.2020.106857 10.1016/j.ejor.2021.05.004 10.1023/A:1008202821328 10.1016/j.ejor.2015.05.003 10.1137/S1052623499363220 10.1080/09720502.2017.1382141 10.1016/j.cor.2008.11.010 10.1016/j.cor.2009.01.016 10.1061/(ASCE)CO.1943-7862.0000936 10.1007/s10479-022-04797-y 10.1016/0377-2217(94)90380-8 10.1287/opre.2018.1767 10.1080/00207543.2013.865091 10.1016/j.cor.2010.03.002 10.1007/s10951-007-0012-1 10.1016/j.cor.2012.01.002 10.1061/(ASCE)0733-9364(1999)125:6(420) 10.1016/j.apm.2017.09.015 10.1007/s10951-010-0207-8 10.1016/j.engappai.2012.07.012 10.1016/j.aei.2010.07.002 |
| ContentType | Journal Article |
| Copyright | 2024 Elsevier Ltd |
| Copyright_xml | – notice: 2024 Elsevier Ltd |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.cor.2024.106753 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Computer Science Business |
| EISSN | 1873-765X |
| ExternalDocumentID | 10_1016_j_cor_2024_106753 S0305054824002259 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 186 1B1 1OL 1RT 1~. 1~5 29F 4.4 457 4G. 5GY 5VS 6J9 7-5 71M 8P~ 9JN 9JO AAAKF AAAKG AABNK AACTN AAEDT AAEDW AAFJI AAIAV AAIKJ AAKOC AALRI AAOAW AAQXK AARIN AAXUO AAYFN AAYOK ABAOU ABBOA ABEFU ABFNM ABFRF ABJNI ABMAC ABMMH ABUCO ABXDB ACDAQ ACGFO ACGFS ACNCT ACNNM ACRLP ACZNC ADBBV ADEZE ADGUI ADJOM ADMUD AEBSH AEFWE AEHXG AEKER AENEX AFFNX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHZHX AI. AIALX AIEXJ AIGVJ AIKHN AITUG AJOXV AKRWK ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOMHK AOUOD APLSM ARUGR ASPBG AVARZ AVWKF AXJTR AZFZN BKOJK BKOMP BLXMC CS3 DU5 EBS EFJIC EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-Q G8K GBLVA GBOLZ HAMUX HVGLF HZ~ H~9 IHE J1W KOM LY1 M41 MHUIS MO0 MS~ O-L O9- OAUVE OZT P-8 P-9 P2P PC. PQQKQ PRBVW Q38 R2- RIG ROL RPZ RXW SDF SDG SDP SDS SES SEW SPC SPCBC SSB SSD SSO SSV SSW SSZ T5K TAE TN5 U5U UAO UPT VH1 WUQ XPP ZMT ~02 ~G- 9DU AATTM AAXKI AAYWO AAYXX ABDPE ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKYEP ANKPU APXCP CITATION EFKBS EFLBG ~HD |
| ID | FETCH-LOGICAL-c322t-6f99f4abca7dc8b852869b47f11102d24f621e366ee817c8c93ac631fc4e9f143 |
| ISICitedReferencesCount | 2 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001264039800001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0305-0548 |
| IngestDate | Sat Nov 29 03:23:47 EST 2025 Tue Nov 18 22:33:27 EST 2025 Sat Jul 13 15:31:44 EDT 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Flexible project structures Project scheduling Resource leveling Stochastic activity durations Differential evolution algorithm Stochastic programming |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c322t-6f99f4abca7dc8b852869b47f11102d24f621e366ee817c8c93ac631fc4e9f143 |
| ORCID | 0009-0000-8723-8297 0000-0002-8216-7028 |
| ParticipantIDs | crossref_citationtrail_10_1016_j_cor_2024_106753 crossref_primary_10_1016_j_cor_2024_106753 elsevier_sciencedirect_doi_10_1016_j_cor_2024_106753 |
| PublicationCentury | 2000 |
| PublicationDate | 2024-09-01 |
| PublicationDateYYYYMMDD | 2024-09-01 |
| PublicationDate_xml | – month: 09 year: 2024 text: 2024-09-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationTitle | Computers & operations research |
| PublicationYear | 2024 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Leu, Yang (b0160) 1999; 125 Ponz-Tienda, Salcedo-Bernal, Pellicer, Benlloch-Marco (b0250) 2017; 77 Li, Zheng, Zhu (b0200) 2023; 321 Burgess, Killebrew (b0040) 1962; 13 Hauder, Beham, Raggl, Parragh, Affenzeller (b0110) 2020; 150 Möhring (b0215) 1984; 32 Peng, Huang (b0240) 2014; 52 Kolisch, Sprecher (b0135) 1996; 96 Čapek, Šůcha, Hanzálek (b0045) 2012; 217 Li, Hall (b0175) 2019; 67 Shakeri, Low, Turner, Low (b0275) 2012; 39 Damak, Jarboui, Siarry, Loukil (b0075) 2009; 36 Gwak, Lee (b0095) 2021; 36 Hagstrom (b0100) 1988; 18 Li, Xiong, Liu, Li (b0185) 2018; 56 Tao, Wu, Sheng, Wang (b0300) 2018; 58 Kaelo, Ali (b0115) 2006; 169 Neumann, Schwindt, Zimmermann (b0230) 2003 Ke, Zhao (b0120) 2017; 33 Kolisch, Sprecher, Drexl (b0140) 1995; 41 Zhen, Zhuge, Zhu (b0325) 2017; 73 Servranckx, Vanhoucke (b0270) 2019; 279 Tao, Dong (b0290) 2017; 114 PMI (Project Management Institute). (2020). Ahead of the Curve: Forging a Future-Focused Culture. Storn, Price (b0285) 1997; 11 Leu, Chen, Yang (b0165) 1999; 26 . Neumann, Zimmermann (b0235) 1999; 117 Duc, Luong (b0085) 2018; 25 Celkevicius, Russo (b0050) 2018; 11 Chan, Chua, Kannan (b0055) 1996; 122 Czyzyk, Mesnier, Moré (b0070) 1998; 5 Kellenbrink, Helber (b0125) 2015; 246 Koulinas, Anagnostopoulos (b0145) 2013; 31 Gather, Zimmermann, Bartels (b0090) 2011; 14 Leu, Hung (b0155) 2002; 29 Li, Zhu, Zheng, Xie (b0205) 2023 Stork (b0280) 2000 Servranckx, Vanhoucke (b0265) 2019; 273 Bandelloni, Tucci, Rinaldi (b0025) 1994; 78 Ballestín, Schwindt, Zimmermann (b0020) 2007; 4 Lambrechts, Demeulemeester, Herroelen (b0150) 2008; 11 Li, Demeulemeester (b0170) 2016; 19 Montgomery (b0220) 2017 Tao, Dong (b0295) 2018; 125 Hartmann, Briskorn (b0105) 2022; 297 Masmoudi, Haït (b0210) 2013; 26 Christodoulou, Ellinas, Michaelidou-Kamenou (b0065) 2010; 136 Wang, Wang, Zhu (b0315) 2017; 20 van der Beek, Souravlias, van Essen, Pruyn, Aardal (b0310) 2024; 313 Barták, Cepek, Surynek (b0030) 2007 Li, Xu, Demeulemeester (b0180) 2015; 141 Dolan, E. D. (2001). NEOS Server 4.0 administrative guide. Ballestín (b0010) 2007; 10 Li, Wang, Dong (b0190) 2019; 145 Tarasov, Hat, Battaa (b0305) 2021; 132 Wu, Borrmann, Beißert, König, Rank (b0320) 2010; 24 Anton, Kleywegt, Shapiro, Tito (b0005) 2002; 12 Klerides, Hadjiconstantinou (b0130) 2010; 37 Ballestín, Leus (b0015) 2009; 18 Li, Zhang, Sun, Dong (b0195) 2023; 61 Rlise, Mannino, Burke (b0260) 2016; 66 Najafi, Niaki, Shahsavar (b0225) 2009; 36 Bruni, Pugliese, Beraldi, Guerriero (b0035) 2018; 99 Cheng, Tran, Hoang (b0060) 2017; 23 https://www.pmi.org/learning/thought-leadership/pulse/pulse-of-the-profession-2020. Rieck, Zimmermann, Gather (b0255) 2012; 221 Rlise (10.1016/j.cor.2024.106753_b0260) 2016; 66 Ballestín (10.1016/j.cor.2024.106753_b0010) 2007; 10 Li (10.1016/j.cor.2024.106753_b0180) 2015; 141 Lambrechts (10.1016/j.cor.2024.106753_b0150) 2008; 11 Li (10.1016/j.cor.2024.106753_b0185) 2018; 56 Neumann (10.1016/j.cor.2024.106753_b0235) 1999; 117 Damak (10.1016/j.cor.2024.106753_b0075) 2009; 36 10.1016/j.cor.2024.106753_b0080 Hauder (10.1016/j.cor.2024.106753_b0110) 2020; 150 Bandelloni (10.1016/j.cor.2024.106753_b0025) 1994; 78 Kolisch (10.1016/j.cor.2024.106753_b0135) 1996; 96 Leu (10.1016/j.cor.2024.106753_b0155) 2002; 29 Koulinas (10.1016/j.cor.2024.106753_b0145) 2013; 31 Stork (10.1016/j.cor.2024.106753_b0280) 2000 Kaelo (10.1016/j.cor.2024.106753_b0115) 2006; 169 Gather (10.1016/j.cor.2024.106753_b0090) 2011; 14 Leu (10.1016/j.cor.2024.106753_b0160) 1999; 125 Wu (10.1016/j.cor.2024.106753_b0320) 2010; 24 Li (10.1016/j.cor.2024.106753_b0200) 2023; 321 Chan (10.1016/j.cor.2024.106753_b0055) 1996; 122 Tao (10.1016/j.cor.2024.106753_b0295) 2018; 125 Cheng (10.1016/j.cor.2024.106753_b0060) 2017; 23 Servranckx (10.1016/j.cor.2024.106753_b0270) 2019; 279 Möhring (10.1016/j.cor.2024.106753_b0215) 1984; 32 Czyzyk (10.1016/j.cor.2024.106753_b0070) 1998; 5 Gwak (10.1016/j.cor.2024.106753_b0095) 2021; 36 Ballestín (10.1016/j.cor.2024.106753_b0015) 2009; 18 Zhen (10.1016/j.cor.2024.106753_b0325) 2017; 73 Montgomery (10.1016/j.cor.2024.106753_b0220) 2017 Ke (10.1016/j.cor.2024.106753_b0120) 2017; 33 Peng (10.1016/j.cor.2024.106753_b0240) 2014; 52 Kolisch (10.1016/j.cor.2024.106753_b0140) 1995; 41 Rieck (10.1016/j.cor.2024.106753_b0255) 2012; 221 Bruni (10.1016/j.cor.2024.106753_b0035) 2018; 99 Tarasov (10.1016/j.cor.2024.106753_b0305) 2021; 132 Celkevicius (10.1016/j.cor.2024.106753_b0050) 2018; 11 Hartmann (10.1016/j.cor.2024.106753_b0105) 2022; 297 Anton (10.1016/j.cor.2024.106753_b0005) 2002; 12 Barták (10.1016/j.cor.2024.106753_b0030) 2007 Burgess (10.1016/j.cor.2024.106753_b0040) 1962; 13 Ballestín (10.1016/j.cor.2024.106753_b0020) 2007; 4 Leu (10.1016/j.cor.2024.106753_b0165) 1999; 26 Najafi (10.1016/j.cor.2024.106753_b0225) 2009; 36 Li (10.1016/j.cor.2024.106753_b0170) 2016; 19 Li (10.1016/j.cor.2024.106753_b0205) 2023 Li (10.1016/j.cor.2024.106753_b0175) 2019; 67 van der Beek (10.1016/j.cor.2024.106753_b0310) 2024; 313 10.1016/j.cor.2024.106753_b0245 Čapek (10.1016/j.cor.2024.106753_b0045) 2012; 217 Shakeri (10.1016/j.cor.2024.106753_b0275) 2012; 39 Servranckx (10.1016/j.cor.2024.106753_b0265) 2019; 273 Storn (10.1016/j.cor.2024.106753_b0285) 1997; 11 Hagstrom (10.1016/j.cor.2024.106753_b0100) 1988; 18 Kellenbrink (10.1016/j.cor.2024.106753_b0125) 2015; 246 Ponz-Tienda (10.1016/j.cor.2024.106753_b0250) 2017; 77 Masmoudi (10.1016/j.cor.2024.106753_b0210) 2013; 26 Wang (10.1016/j.cor.2024.106753_b0315) 2017; 20 Duc (10.1016/j.cor.2024.106753_b0085) 2018; 25 Christodoulou (10.1016/j.cor.2024.106753_b0065) 2010; 136 Tao (10.1016/j.cor.2024.106753_b0290) 2017; 114 Tao (10.1016/j.cor.2024.106753_b0300) 2018; 58 Li (10.1016/j.cor.2024.106753_b0195) 2023; 61 Klerides (10.1016/j.cor.2024.106753_b0130) 2010; 37 Neumann (10.1016/j.cor.2024.106753_b0230) 2003 Li (10.1016/j.cor.2024.106753_b0190) 2019; 145 |
| References_xml | – volume: 12 start-page: 479 year: 2002 end-page: 502 ident: b0005 article-title: The sample average approximation method for stochastic discrete optimization publication-title: SIAM J. Optim. – year: 2017 ident: b0220 article-title: Design and analysis of experiments – volume: 24 start-page: 379 year: 2010 end-page: 388 ident: b0320 article-title: Bridge construction schedule generation with pattern-based construction methods and constraint-based simulation publication-title: Adv. Eng. Inf. – volume: 36 start-page: 2994 year: 2009 end-page: 3001 ident: b0225 article-title: A parameter-tuned genetic algorithm for the resource investment problem with discounted cash flows and generalized precedence relations publication-title: Comput. Oper. Res. – reference: PMI (Project Management Institute). (2020). Ahead of the Curve: Forging a Future-Focused Culture. – reference: . https://www.pmi.org/learning/thought-leadership/pulse/pulse-of-the-profession-2020. – volume: 96 start-page: 205 year: 1996 end-page: 216 ident: b0135 article-title: PSPLIB—a project scheduling problem library publication-title: Eur. J. Oper. Res. – volume: 56 start-page: 2054 year: 2018 end-page: 2075 ident: b0185 article-title: An effective genetic algorithm for the resource levelling problem with generalised precedence relations publication-title: Int. J. Prod. Res. – start-page: 508 year: 2003 ident: b0230 article-title: Project scheduling with time windows and scarce resources: Temporal and resource-constrained project scheduling with regular and nonregular objective functions publication-title: Lecture Notes in Economics and Mathematical Systems – volume: 25 start-page: 623 year: 2018 end-page: 638 ident: b0085 article-title: Project scheduling with time, cost and risk trade-off using adaptive multiple objective differential evolution publication-title: Eng. Constr. Archit. Manag. – volume: 58 start-page: 181 year: 2018 end-page: 202 ident: b0300 article-title: Stochastic project scheduling with hierarchical alternatives publication-title: App. Math. Model. – volume: 19 start-page: 43 year: 2016 end-page: 60 ident: b0170 article-title: A genetic algorithm for the robust resource leveling problem publication-title: J. Sched. – volume: 136 start-page: 518 year: 2010 end-page: 527 ident: b0065 article-title: Minimum moment method for resource leveling using entropy maximization publication-title: J. Constr. Eng. Manag. – volume: 67 start-page: 123 year: 2019 end-page: 142 ident: b0175 article-title: Work package sizing and project performance publication-title: Oper. Res. – volume: 5 start-page: 68 year: 1998 end-page: 75 ident: b0070 article-title: The NEOS server publication-title: IEEE Comput. Sci. Eng. – volume: 18 start-page: 139 year: 1988 end-page: 147 ident: b0100 article-title: Computational complexity of PERT problems publication-title: Networks – volume: 36 start-page: 1013 year: 2021 end-page: 1033 ident: b0095 article-title: Stochastic resource leveling optimization method for trading off float consumption and project completion probability publication-title: Comput. Aided Civ. Inf. Eng. – volume: 117 start-page: 591 year: 1999 end-page: 605 ident: b0235 article-title: Resource levelling for projects with schedule-dependent time windows publication-title: Eur. J. Oper. Res. – volume: 297 start-page: 1 year: 2022 end-page: 14 ident: b0105 article-title: An updated survey of variants and extensions of the resource-constrained project scheduling problem publication-title: Eur. J. Oper. Res. – reference: Dolan, E. D. (2001). NEOS Server 4.0 administrative guide. – volume: 32 start-page: 89 year: 1984 end-page: 120 ident: b0215 article-title: Minimizing costs of resource requirements in project networks subject to a fixed completion time publication-title: Oper. Res. – volume: 37 start-page: 2131 year: 2010 end-page: 2140 ident: b0130 article-title: A decomposition-based stochastic programming approach for the project scheduling problem under time/cost trade-off settings and uncertain durations publication-title: Comput. Oper. Res. – volume: 10 start-page: 153 year: 2007 end-page: 166 ident: b0010 article-title: When it is worthwhile to work with the stochastic RCPSP? publication-title: J. Sched. – year: 2023 ident: b0205 article-title: Software project scheduling under activity duration uncertainty publication-title: Ann. Oper. Res. – volume: 132 year: 2021 ident: b0305 article-title: Benders decomposition for a period-aggregated resource leveling problem with variable job duration publication-title: Comput. Oper. Res. – volume: 77 start-page: 82 year: 2017 end-page: 92 ident: b0250 article-title: Improved Adaptive Harmony Search algorithm for the Resource Leveling Problem with minimal lags publication-title: Autom. Constr. – start-page: 702 year: 2000 end-page: 2000 ident: b0280 article-title: Branch-and-bound algorithms for stochastic resource-constrained project scheduling publication-title: Technical Rep – volume: 52 start-page: 3940 year: 2014 end-page: 3949 ident: b0240 article-title: A critical chain project scheduling method based on a differential evolution algorithm publication-title: Int. J. Prod. Res. – start-page: 129 year: 2007 end-page: 136 ident: b0030 article-title: Modelling alternatives in temporal networks publication-title: 2007 IEEE Symposium on Computational Intelligence in Scheduling – volume: 23 start-page: 113 year: 2017 end-page: 124 ident: b0060 article-title: Fuzzy clustering chaotic-based differential evolution for resource leveling in construction projects publication-title: J. Civ. Eng. Manag. – volume: 36 start-page: 2653 year: 2009 end-page: 2659 ident: b0075 article-title: Differential evolution for solving multi-mode resource-constrained project scheduling problems publication-title: Comput. Oper. Res. – volume: 321 start-page: 311 year: 2023 end-page: 342 ident: b0200 article-title: Resource leveling in projects with flexible structures publication-title: Ann. Oper. Res. – volume: 11 start-page: 121 year: 2008 end-page: 136 ident: b0150 article-title: Proactive and reactive strategies for resource-constrained project scheduling with uncertain resource availabilities publication-title: J. Sched. – volume: 169 start-page: 1176 year: 2006 end-page: 1184 ident: b0115 article-title: A numerical study of some modified differential evolution algorithms publication-title: Eur. J. Oper. Res. – volume: 11 year: 2018 ident: b0050 article-title: An integrated model for allocation and leveling of human resources in IT projects publication-title: Int. J. Manag. Proj. Bus. – volume: 33 start-page: 2351 year: 2017 end-page: 2361 ident: b0120 article-title: Uncertain resource leveling problem publication-title: J. Intell. Fuzzy Syst. – volume: 125 start-page: 420 year: 1999 end-page: 427 ident: b0160 article-title: GA-Based Multicriteria Optimal Model for Construction Scheduling publication-title: J. Constr. Eng. Manag. – volume: 61 start-page: 198 year: 2023 end-page: 218 ident: b0195 article-title: Dynamic resource levelling in projects under uncertainty publication-title: Int. J. Prod. Res. – volume: 122 start-page: 125 year: 1996 end-page: 132 ident: b0055 article-title: Construction resource scheduling with genetic algorithms publication-title: J. Constr. Eng. Manag. – volume: 29 start-page: 267 year: 2002 end-page: 275 ident: b0155 article-title: An optimal construction resource leveling scheduling simulation model publication-title: Can. J. Civ. Eng. – volume: 313 start-page: 92 year: 2024 end-page: 111 ident: b0310 article-title: Hybrid differential evolution algorithm for the resource constrained project scheduling problem with a flexible project structure and consumption and production of resources publication-title: Eur. J. Oper. Res. – volume: 279 start-page: 38 year: 2019 end-page: 53 ident: b0270 article-title: Strategies for project scheduling with alternative subgraphs under uncertainty: Similar and dissimilar sets of schedules publication-title: Eur. J. Oper. Res. – volume: 39 start-page: 2564 year: 2012 end-page: 2577 ident: b0275 article-title: A robust two-phase algorithm for the truck scheduling problem in a resource-constrained crossdock publication-title: Comput. Oper. Res. – volume: 73 start-page: 60 year: 2017 end-page: 78 ident: b0325 article-title: Production stage allocation problem in large corporations publication-title: Omega – volume: 41 start-page: 1693 year: 1995 end-page: 1703 ident: b0140 article-title: Characterization and generation of a general class of resource-constrained project scheduling problems publication-title: Manag. Sci. – volume: 66 start-page: 1 year: 2016 end-page: 11 ident: b0260 article-title: Modelling and solving generalised operational surgery scheduling problems publication-title: Comput. Oper. Res. – volume: 26 start-page: 673 year: 1999 end-page: 684 ident: b0165 article-title: A fuzzy optimal model for construction resource leveling scheduling publication-title: Can. J. Civ. Eng. – volume: 273 start-page: 841 year: 2019 end-page: 860 ident: b0265 article-title: A tabu search procedure for the resource-constrained project scheduling problem with alternative subgraphs publication-title: Eur. J. Oper. Res. – volume: 99 start-page: 178 year: 2018 end-page: 190 ident: b0035 article-title: A computational study of exact approaches for the adjustable robust resource-constrained project scheduling problem publication-title: Comput. Oper. Res. – volume: 78 start-page: 162 year: 1994 end-page: 177 ident: b0025 article-title: Optimal resource leveling using non-serial dyanamic programming publication-title: Eur. J. Oper. Res. – volume: 20 start-page: 1383 year: 2017 end-page: 1386 ident: b0315 article-title: Differential evolution algorithm for multi-project resource leveling problem publication-title: J. Interdiscip. Math. – volume: 221 start-page: 27 year: 2012 end-page: 37 ident: b0255 article-title: Mixed-integer linear programming for resource leveling problems publication-title: Eur. J. Oper. Res. – volume: 13 start-page: 76 year: 1962 end-page: 83 ident: b0040 article-title: Variation in activity level on a cyclical arrow diagram publication-title: J. Ind. Eng. – volume: 14 start-page: 557 year: 2011 end-page: 569 ident: b0090 article-title: Exact methods for the resource levelling problem publication-title: J. Sched. – volume: 26 start-page: 135 year: 2013 end-page: 149 ident: b0210 article-title: Project scheduling under uncertainty using fuzzy modelling and solving techniques publication-title: Eng. Appl. Artif. Intel. – volume: 18 start-page: 459 year: 2009 end-page: 474 ident: b0015 article-title: Resource-constrained project scheduling for timely project completion with stochastic activity durations publication-title: Prod. Oper. Manag. – reference: . – volume: 246 start-page: 379 year: 2015 end-page: 391 ident: b0125 article-title: Scheduling resource-constrained projects with a flexible project structure publication-title: Eur. J. Oper. Res. – volume: 141 start-page: 04014072 year: 2015 ident: b0180 article-title: Scheduling policies for the stochastic resource leveling problem publication-title: J. Constr. Eng. Manag. – volume: 31 start-page: 169 year: 2013 end-page: 175 ident: b0145 article-title: A new tabu search-based hyper-heuristic algorithm for solving construction leveling problems with limited resource availabilities publication-title: Autom. Constr. – volume: 114 start-page: 288 year: 2017 end-page: 296 ident: b0290 article-title: Scheduling resource-constrained project problem with alternative activity chains publication-title: Comput. Ind. Eng. – volume: 4 start-page: 50 year: 2007 end-page: 62 ident: b0020 article-title: Resource leveling in make-to-order production: Modeling and heuristic solution method publication-title: Int. J. Oper. Res. – volume: 150 year: 2020 ident: b0110 article-title: Resource-constrained multi-project scheduling with activity and time flexibility publication-title: Comput. Ind. Eng. – volume: 125 start-page: 333 year: 2018 end-page: 347 ident: b0295 article-title: Multi-mode resource-constrained project scheduling problem with alternative project structures publication-title: Comput. Ind. Eng. – volume: 145 start-page: 04019015 year: 2019 ident: b0190 article-title: Resource leveling in projects with stochastic minimum time lags publication-title: J. Constr. Eng. Manag. – volume: 11 start-page: 341 year: 1997 ident: b0285 article-title: Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces publication-title: J. Glob. Optim. – volume: 217 start-page: 300 year: 2012 end-page: 311 ident: b0045 article-title: Production scheduling with alternative process plans publication-title: Eur. J. Oper. Res. – volume: 217 start-page: 300 issue: 2 year: 2012 ident: 10.1016/j.cor.2024.106753_b0045 article-title: Production scheduling with alternative process plans publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2011.09.018 – volume: 99 start-page: 178 issue: 11 year: 2018 ident: 10.1016/j.cor.2024.106753_b0035 article-title: A computational study of exact approaches for the adjustable robust resource-constrained project scheduling problem publication-title: Comput. Oper. Res. doi: 10.1016/j.cor.2018.06.016 – start-page: 702 year: 2000 ident: 10.1016/j.cor.2024.106753_b0280 article-title: Branch-and-bound algorithms for stochastic resource-constrained project scheduling publication-title: Technical Rep – ident: 10.1016/j.cor.2024.106753_b0245 – volume: 73 start-page: 60 year: 2017 ident: 10.1016/j.cor.2024.106753_b0325 article-title: Production stage allocation problem in large corporations publication-title: Omega doi: 10.1016/j.omega.2016.11.009 – volume: 32 start-page: 89 issue: 1 year: 1984 ident: 10.1016/j.cor.2024.106753_b0215 article-title: Minimizing costs of resource requirements in project networks subject to a fixed completion time publication-title: Oper. Res. doi: 10.1287/opre.32.1.89 – volume: 114 start-page: 288 year: 2017 ident: 10.1016/j.cor.2024.106753_b0290 article-title: Scheduling resource-constrained project problem with alternative activity chains publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2017.10.027 – volume: 23 start-page: 113 issue: 1 year: 2017 ident: 10.1016/j.cor.2024.106753_b0060 article-title: Fuzzy clustering chaotic-based differential evolution for resource leveling in construction projects publication-title: J. Civ. Eng. Manag. doi: 10.3846/13923730.2014.982699 – year: 2023 ident: 10.1016/j.cor.2024.106753_b0205 article-title: Software project scheduling under activity duration uncertainty publication-title: Ann. Oper. Res. – volume: 29 start-page: 267 issue: 2 year: 2002 ident: 10.1016/j.cor.2024.106753_b0155 article-title: An optimal construction resource leveling scheduling simulation model publication-title: Can. J. Civ. Eng. doi: 10.1139/l02-007 – volume: 169 start-page: 1176 issue: 3 year: 2006 ident: 10.1016/j.cor.2024.106753_b0115 article-title: A numerical study of some modified differential evolution algorithms publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2004.08.047 – volume: 19 start-page: 43 issue: 1 year: 2016 ident: 10.1016/j.cor.2024.106753_b0170 article-title: A genetic algorithm for the robust resource leveling problem publication-title: J. Sched. doi: 10.1007/s10951-015-0457-6 – volume: 132 year: 2021 ident: 10.1016/j.cor.2024.106753_b0305 article-title: Benders decomposition for a period-aggregated resource leveling problem with variable job duration publication-title: Comput. Oper. Res. doi: 10.1016/j.cor.2021.105258 – volume: 11 start-page: 121 issue: 2 year: 2008 ident: 10.1016/j.cor.2024.106753_b0150 article-title: Proactive and reactive strategies for resource-constrained project scheduling with uncertain resource availabilities publication-title: J. Sched. doi: 10.1007/s10951-007-0021-0 – ident: 10.1016/j.cor.2024.106753_b0080 doi: 10.2172/822567 – volume: 145 start-page: 04019015 issue: 4 year: 2019 ident: 10.1016/j.cor.2024.106753_b0190 article-title: Resource leveling in projects with stochastic minimum time lags publication-title: J. Constr. Eng. Manag. doi: 10.1061/(ASCE)CO.1943-7862.0001635 – volume: 25 start-page: 623 issue: 5 year: 2018 ident: 10.1016/j.cor.2024.106753_b0085 article-title: Project scheduling with time, cost and risk trade-off using adaptive multiple objective differential evolution publication-title: Eng. Constr. Archit. Manag. doi: 10.1108/ECAM-05-2017-0085 – volume: 18 start-page: 139 year: 1988 ident: 10.1016/j.cor.2024.106753_b0100 article-title: Computational complexity of PERT problems publication-title: Networks doi: 10.1002/net.3230180206 – volume: 33 start-page: 2351 issue: 4 year: 2017 ident: 10.1016/j.cor.2024.106753_b0120 article-title: Uncertain resource leveling problem publication-title: J. Intell. Fuzzy Syst. doi: 10.3233/JIFS-17493 – volume: 31 start-page: 169 year: 2013 ident: 10.1016/j.cor.2024.106753_b0145 article-title: A new tabu search-based hyper-heuristic algorithm for solving construction leveling problems with limited resource availabilities publication-title: Autom. Constr. doi: 10.1016/j.autcon.2012.11.002 – volume: 122 start-page: 125 issue: 2 year: 1996 ident: 10.1016/j.cor.2024.106753_b0055 article-title: Construction resource scheduling with genetic algorithms publication-title: J. Constr. Eng. Manag. doi: 10.1061/(ASCE)0733-9364(1996)122:2(125) – volume: 41 start-page: 1693 issue: 10 year: 1995 ident: 10.1016/j.cor.2024.106753_b0140 article-title: Characterization and generation of a general class of resource-constrained project scheduling problems publication-title: Manag. Sci. doi: 10.1287/mnsc.41.10.1693 – volume: 36 start-page: 1013 issue: 8 year: 2021 ident: 10.1016/j.cor.2024.106753_b0095 article-title: Stochastic resource leveling optimization method for trading off float consumption and project completion probability publication-title: Comput. Aided Civ. Inf. Eng. doi: 10.1111/mice.12668 – volume: 18 start-page: 459 issue: 4 year: 2009 ident: 10.1016/j.cor.2024.106753_b0015 article-title: Resource-constrained project scheduling for timely project completion with stochastic activity durations publication-title: Prod. Oper. Manag. doi: 10.1111/j.1937-5956.2009.01023.x – volume: 117 start-page: 591 issue: 3 year: 1999 ident: 10.1016/j.cor.2024.106753_b0235 article-title: Resource levelling for projects with schedule-dependent time windows publication-title: Eur. J. Oper. Res. doi: 10.1016/S0377-2217(98)00272-0 – volume: 5 start-page: 68 issue: 3 year: 1998 ident: 10.1016/j.cor.2024.106753_b0070 article-title: The NEOS server publication-title: IEEE Comput. Sci. Eng. doi: 10.1109/99.714603 – volume: 26 start-page: 673 issue: 6 year: 1999 ident: 10.1016/j.cor.2024.106753_b0165 article-title: A fuzzy optimal model for construction resource leveling scheduling publication-title: Can. J. Civ. Eng. doi: 10.1139/l99-028 – volume: 66 start-page: 1 issue: 2 year: 2016 ident: 10.1016/j.cor.2024.106753_b0260 article-title: Modelling and solving generalised operational surgery scheduling problems publication-title: Comput. Oper. Res. – volume: 273 start-page: 841 issue: 3 year: 2019 ident: 10.1016/j.cor.2024.106753_b0265 article-title: A tabu search procedure for the resource-constrained project scheduling problem with alternative subgraphs publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2018.09.005 – volume: 125 start-page: 333 year: 2018 ident: 10.1016/j.cor.2024.106753_b0295 article-title: Multi-mode resource-constrained project scheduling problem with alternative project structures publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2018.08.027 – volume: 221 start-page: 27 issue: 1 year: 2012 ident: 10.1016/j.cor.2024.106753_b0255 article-title: Mixed-integer linear programming for resource leveling problems publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2012.03.003 – volume: 96 start-page: 205 year: 1996 ident: 10.1016/j.cor.2024.106753_b0135 article-title: PSPLIB—a project scheduling problem library publication-title: Eur. J. Oper. Res. doi: 10.1016/S0377-2217(96)00170-1 – volume: 56 start-page: 2054 issue: 5 year: 2018 ident: 10.1016/j.cor.2024.106753_b0185 article-title: An effective genetic algorithm for the resource levelling problem with generalised precedence relations publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2017.1355120 – volume: 313 start-page: 92 issue: 1 year: 2024 ident: 10.1016/j.cor.2024.106753_b0310 article-title: Hybrid differential evolution algorithm for the resource constrained project scheduling problem with a flexible project structure and consumption and production of resources publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2023.07.043 – volume: 77 start-page: 82 year: 2017 ident: 10.1016/j.cor.2024.106753_b0250 article-title: Improved Adaptive Harmony Search algorithm for the Resource Leveling Problem with minimal lags publication-title: Autom. Constr. doi: 10.1016/j.autcon.2017.01.018 – volume: 136 start-page: 518 issue: 5 year: 2010 ident: 10.1016/j.cor.2024.106753_b0065 article-title: Minimum moment method for resource leveling using entropy maximization publication-title: J. Constr. Eng. Manag. doi: 10.1061/(ASCE)CO.1943-7862.0000149 – volume: 61 start-page: 198 issue: 1 year: 2023 ident: 10.1016/j.cor.2024.106753_b0195 article-title: Dynamic resource levelling in projects under uncertainty publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2020.1788737 – volume: 279 start-page: 38 issue: 1 year: 2019 ident: 10.1016/j.cor.2024.106753_b0270 article-title: Strategies for project scheduling with alternative subgraphs under uncertainty: Similar and dissimilar sets of schedules publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2019.05.023 – start-page: 129 year: 2007 ident: 10.1016/j.cor.2024.106753_b0030 article-title: Modelling alternatives in temporal networks – volume: 150 year: 2020 ident: 10.1016/j.cor.2024.106753_b0110 article-title: Resource-constrained multi-project scheduling with activity and time flexibility publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2020.106857 – volume: 297 start-page: 1 issue: 1 year: 2022 ident: 10.1016/j.cor.2024.106753_b0105 article-title: An updated survey of variants and extensions of the resource-constrained project scheduling problem publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2021.05.004 – volume: 11 start-page: 341 issue: 4 year: 1997 ident: 10.1016/j.cor.2024.106753_b0285 article-title: Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces publication-title: J. Glob. Optim. doi: 10.1023/A:1008202821328 – volume: 246 start-page: 379 issue: 2 year: 2015 ident: 10.1016/j.cor.2024.106753_b0125 article-title: Scheduling resource-constrained projects with a flexible project structure publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2015.05.003 – volume: 12 start-page: 479 issue: 2 year: 2002 ident: 10.1016/j.cor.2024.106753_b0005 article-title: The sample average approximation method for stochastic discrete optimization publication-title: SIAM J. Optim. doi: 10.1137/S1052623499363220 – year: 2017 ident: 10.1016/j.cor.2024.106753_b0220 – volume: 20 start-page: 1383 issue: 6–7 year: 2017 ident: 10.1016/j.cor.2024.106753_b0315 article-title: Differential evolution algorithm for multi-project resource leveling problem publication-title: J. Interdiscip. Math. doi: 10.1080/09720502.2017.1382141 – volume: 4 start-page: 50 issue: 1 year: 2007 ident: 10.1016/j.cor.2024.106753_b0020 article-title: Resource leveling in make-to-order production: Modeling and heuristic solution method publication-title: Int. J. Oper. Res. – volume: 13 start-page: 76 issue: 2 year: 1962 ident: 10.1016/j.cor.2024.106753_b0040 article-title: Variation in activity level on a cyclical arrow diagram publication-title: J. Ind. Eng. – volume: 11 issue: 3 year: 2018 ident: 10.1016/j.cor.2024.106753_b0050 article-title: An integrated model for allocation and leveling of human resources in IT projects publication-title: Int. J. Manag. Proj. Bus. – volume: 36 start-page: 2653 issue: 9 year: 2009 ident: 10.1016/j.cor.2024.106753_b0075 article-title: Differential evolution for solving multi-mode resource-constrained project scheduling problems publication-title: Comput. Oper. Res. doi: 10.1016/j.cor.2008.11.010 – volume: 36 start-page: 2994 issue: 11 year: 2009 ident: 10.1016/j.cor.2024.106753_b0225 article-title: A parameter-tuned genetic algorithm for the resource investment problem with discounted cash flows and generalized precedence relations publication-title: Comput. Oper. Res. doi: 10.1016/j.cor.2009.01.016 – volume: 141 start-page: 04014072 issue: 2 year: 2015 ident: 10.1016/j.cor.2024.106753_b0180 article-title: Scheduling policies for the stochastic resource leveling problem publication-title: J. Constr. Eng. Manag. doi: 10.1061/(ASCE)CO.1943-7862.0000936 – volume: 321 start-page: 311 issue: 1–2 year: 2023 ident: 10.1016/j.cor.2024.106753_b0200 article-title: Resource leveling in projects with flexible structures publication-title: Ann. Oper. Res. doi: 10.1007/s10479-022-04797-y – volume: 78 start-page: 162 issue: 2 year: 1994 ident: 10.1016/j.cor.2024.106753_b0025 article-title: Optimal resource leveling using non-serial dyanamic programming publication-title: Eur. J. Oper. Res. doi: 10.1016/0377-2217(94)90380-8 – volume: 67 start-page: 123 issue: 1 year: 2019 ident: 10.1016/j.cor.2024.106753_b0175 article-title: Work package sizing and project performance publication-title: Oper. Res. doi: 10.1287/opre.2018.1767 – start-page: 508 year: 2003 ident: 10.1016/j.cor.2024.106753_b0230 article-title: Project scheduling with time windows and scarce resources: Temporal and resource-constrained project scheduling with regular and nonregular objective functions – volume: 52 start-page: 3940 issue: 13 year: 2014 ident: 10.1016/j.cor.2024.106753_b0240 article-title: A critical chain project scheduling method based on a differential evolution algorithm publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2013.865091 – volume: 37 start-page: 2131 issue: 12 year: 2010 ident: 10.1016/j.cor.2024.106753_b0130 article-title: A decomposition-based stochastic programming approach for the project scheduling problem under time/cost trade-off settings and uncertain durations publication-title: Comput. Oper. Res. doi: 10.1016/j.cor.2010.03.002 – volume: 10 start-page: 153 issue: 3 year: 2007 ident: 10.1016/j.cor.2024.106753_b0010 article-title: When it is worthwhile to work with the stochastic RCPSP? publication-title: J. Sched. doi: 10.1007/s10951-007-0012-1 – volume: 39 start-page: 2564 issue: 13 year: 2012 ident: 10.1016/j.cor.2024.106753_b0275 article-title: A robust two-phase algorithm for the truck scheduling problem in a resource-constrained crossdock publication-title: Comput. Oper. Res. doi: 10.1016/j.cor.2012.01.002 – volume: 125 start-page: 420 issue: 6 year: 1999 ident: 10.1016/j.cor.2024.106753_b0160 article-title: GA-Based Multicriteria Optimal Model for Construction Scheduling publication-title: J. Constr. Eng. Manag. doi: 10.1061/(ASCE)0733-9364(1999)125:6(420) – volume: 58 start-page: 181 year: 2018 ident: 10.1016/j.cor.2024.106753_b0300 article-title: Stochastic project scheduling with hierarchical alternatives publication-title: App. Math. Model. doi: 10.1016/j.apm.2017.09.015 – volume: 14 start-page: 557 issue: 6 year: 2011 ident: 10.1016/j.cor.2024.106753_b0090 article-title: Exact methods for the resource levelling problem publication-title: J. Sched. doi: 10.1007/s10951-010-0207-8 – volume: 26 start-page: 135 issue: 1 year: 2013 ident: 10.1016/j.cor.2024.106753_b0210 article-title: Project scheduling under uncertainty using fuzzy modelling and solving techniques publication-title: Eng. Appl. Artif. Intel. doi: 10.1016/j.engappai.2012.07.012 – volume: 24 start-page: 379 issue: 4 year: 2010 ident: 10.1016/j.cor.2024.106753_b0320 article-title: Bridge construction schedule generation with pattern-based construction methods and constraint-based simulation publication-title: Adv. Eng. Inf. doi: 10.1016/j.aei.2010.07.002 |
| SSID | ssj0000721 |
| Score | 2.4484415 |
| Snippet | •Investigate stochastic resource leveling in projects with flexible structures.•Offer a stochastic programming-based algorithm and a differential evolution... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 106753 |
| SubjectTerms | Differential evolution algorithm Flexible project structures Project scheduling Resource leveling Stochastic activity durations Stochastic programming |
| Title | Stochastic resource leveling in projects with flexible structures |
| URI | https://dx.doi.org/10.1016/j.cor.2024.106753 |
| Volume | 169 |
| WOSCitedRecordID | wos001264039800001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1873-765X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000721 issn: 0305-0548 databaseCode: AIEXJ dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELZgixAceCxFlJd84ARKtY4dP45VVQSoqhAtUm5R7Nh0qypZ7W6hP59xbCdLCwiQuERRtI5XM5_G9mS-bxB6RR0VjeMsayhXGXNMZ9oIkgkLq78wnhrZdy05FEdHsizVx1jWvOrbCYi2lZeXavFfXQ3PwNmeOvsX7h5eCg_gHpwOV3A7XP_I8cfrzpzWq6DNHHLzb859aVBkr8TcS6S1OS-I6dlTQUj2YhlrCpN4QWz6sOoh0i3sMpbORZGgIZl8GLpfd-0X3Y3JaBsiCRx4v42Us_1ICPl0Mb-Wti59juW07jaTETkbqq1ihiyxZMaSpJ6Z5QsEi6CouWtDoJWCZoIX5Q-ROHRtuRbVQ4LhDJziFVxztut174LG8BWx7GM_l5_Kl8ZCqFI30VYuCiUnaGvv_UH5YVylRc_JG_5b-uLd1_5dmejne5aNfcjJA3QvHiDwXnD8Q3TDtlN0O_EXpuh-chmOYXuK7m6ITj6ChXQACE4AwQkgeN7iBBDsAYITQPAIkG30-e3Byf67LDbSyAzE63XGnVKO1drUojFSyyKXXGkmHCx0s7zJmeM5sZRzayURRhpFa8MpcYZZ5WBH_RhN2q61TxCmhFg9U4Y0xH-RJbqAE4E2shFFTqkxO2iWTFWZqDLvm52cV6mc8KwC61beulWw7g56PQxZBImV3_2YJftXcY8Y9n4VgOXXw57-27Bn6M6I8udoAoa2L9At83U9Xy1fRkh9B_h1ihI |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Stochastic+resource+leveling+in+projects+with+flexible+structures&rft.jtitle=Computers+%26+operations+research&rft.au=Li%2C+Hongbo&rft.au=Zheng%2C+Linwen&rft.au=Chen%2C+Rui&rft.au=Zhang%2C+Xianchao&rft.date=2024-09-01&rft.pub=Elsevier+Ltd&rft.issn=0305-0548&rft.eissn=1873-765X&rft.volume=169&rft_id=info:doi/10.1016%2Fj.cor.2024.106753&rft.externalDocID=S0305054824002259 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0305-0548&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0305-0548&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0305-0548&client=summon |