A Review of Flexible Processes and Operations
One effective means to hedge against uncertainty and better match supply with demand in a swiftly changing environment is to adopt a flexible operations strategy that allows timely response to realized demand. The notion of flexible processes and operations has led to significant impact on the perfo...
Gespeichert in:
| Veröffentlicht in: | Production and operations management Jg. 30; H. 6; S. 1804 - 1824 |
|---|---|
| Hauptverfasser: | , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Los Angeles, CA
SAGE Publications
01.06.2021
Wiley Subscription Services, Inc Blackwell Publishers Inc |
| Schlagworte: | |
| ISSN: | 1059-1478, 1937-5956 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | One effective means to hedge against uncertainty and better match supply with demand in a swiftly changing environment is to adopt a flexible operations strategy that allows timely response to realized demand. The notion of flexible processes and operations has led to significant impact on the performance of many manufacturing and service applications. However, investing a fully flexible system is usually prohibitively expensive with overwhelming implementation complexity and overhead. As a result, the search for efficient system designs with only a limited amount of flexibility but can capture the majority of the benefits achieved by a fully flexible system has been an active research question in the operations literature. Fortunately, it has been widely observed that even just a small amount of flexibility, if configured in a right way, can be extremely effective in hedging against demand uncertainty and mitigating supply–demand mismatch. In this review, we shall present and discuss some recent developments in flexible operations over the past decade. We organize our review into models with independent and dependent capacity allocation decisions across time periods. In the former setting, capacity allocation decisions in one period do not affect future demand fulfillment decisions and one can start over every period as if one is dealing with a single‐period model, whereas in the latter case capacity allocation decisions in one period would have an impact on the decisions in future periods. The review concludes with some discussions about topics for future research exploration. |
|---|---|
| AbstractList | One effective means to hedge against uncertainty and better match supply with demand in a swiftly changing environment is to adopt a flexible operations strategy that allows timely response to realized demand. The notion of flexible processes and operations has led to significant impact on the performance of many manufacturing and service applications. However, investing a fully flexible system is usually prohibitively expensive with overwhelming implementation complexity and overhead. As a result, the search for efficient system designs with only a limited amount of flexibility but can capture the majority of the benefits achieved by a fully flexible system has been an active research question in the operations literature. Fortunately, it has been widely observed that even just a small amount of flexibility, if configured in a right way, can be extremely effective in hedging against demand uncertainty and mitigating supply–demand mismatch. In this review, we shall present and discuss some recent developments in flexible operations over the past decade. We organize our review into models with independent and dependent capacity allocation decisions across time periods. In the former setting, capacity allocation decisions in one period do not affect future demand fulfillment decisions and one can start over every period as if one is dealing with a single‐period model, whereas in the latter case capacity allocation decisions in one period would have an impact on the decisions in future periods. The review concludes with some discussions about topics for future research exploration. |
| Audience | Trade |
| Author | Zhang, Jiawei Wang, Xuan Wang, Shixin |
| Author_xml | – sequence: 1 givenname: Shixin surname: Wang fullname: Wang, Shixin email: xuanwang@ust.hk organization: Department of Technology, Operations, and Statistics Stern School of Business, New York University, 44 W 4th Street, Suite 8‐152, New York City, New York, 10012, USA – sequence: 2 givenname: Xuan surname: Wang fullname: Wang, Xuan email: xuanwang@ust.hk organization: Department of Information Systems, Business Statistics and Operations Management School of Business and Management, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, 999077, Hong Kong – sequence: 3 givenname: Jiawei surname: Zhang fullname: Zhang, Jiawei organization: Department of Technology, Operations, and Statistics Stern School of Business, New York University, 44 W 4th Street, Suite 8‐73, New York City, New York, 10012, USA |
| BookMark | eNp9kF1LAkEUhocwSK2bfsFCUBCszdfOOJciWYGh9HE9jLNnZWXdsZk19d-3ukUQ0rk5h8PznsP7dlCrdCUgdElwj9R1t3LL0COMYHKC2kQxGScqEa16xomKCZf9M9QJYYExloziNooH0Qt85rCJXBaNCtjmswKiqXcWQoAQmTKNJivwpspdGc7RaWaKABffvYveR_dvw8d4PHl4Gg7GseWMkVhymlJlM84Jt5TZVBJBBWZ9ZSwWfKZURsHKeu7zFLO03qdiBsmMcCK5kqyLrpq7K-8-1hAqvXBrX9YvNU0SRqlQPKmp64aamwJ0XlpXVrCt5mYdgtYDIRTuE6lEDeIGtN6F4CHTNq8Ojipv8kITrPfp6X16-pBeLbn9I1n5fGn87jhMGniTF7D7h9TTyfPrj-am0QQzh197R65_AU2ti5w |
| CitedBy_id | crossref_primary_10_1080_00207543_2022_2077671 crossref_primary_10_1016_j_ejor_2022_12_030 crossref_primary_10_1016_j_cie_2022_108810 crossref_primary_10_1007_s00170_022_09061_y crossref_primary_10_1016_j_oceaneng_2024_116931 crossref_primary_10_1016_j_ijpe_2025_109647 crossref_primary_10_1080_24725854_2023_2288623 crossref_primary_10_1109_TEM_2025_3572390 crossref_primary_10_1016_j_ijpe_2024_109417 crossref_primary_10_1080_24725854_2021_2010152 crossref_primary_10_1080_15472450_2025_2487808 crossref_primary_10_1111_poms_14026 crossref_primary_10_1109_TEM_2022_3147815 crossref_primary_10_1007_s40171_025_00437_z crossref_primary_10_1111_poms_13920 crossref_primary_10_1287_opre_2022_2304 crossref_primary_10_1016_j_fmre_2023_07_012 crossref_primary_10_1111_poms_13719 crossref_primary_10_1177_10591478251369600 crossref_primary_10_1287_opre_2023_0430 |
| Cites_doi | 10.1016/j.orl.2006.10.002 10.1287/opre.1070.0428 10.1007/s10696-008-9053-9 10.2139/ssrn.3233721 10.1287/opre.2013.1255 10.1007/s10696-008-9052-x 10.1287/mnsc.36.4.449 10.1007/s11134-011-9274-6 10.1287/opre.2015.1370 10.1287/mnsc.44.7.971 10.1287/mnsc.1040.0333 10.1007/978-1-4614-2113-9 10.1002/nav.3800090303 10.1111/poms.12942 10.1287/opre.1120.1107 10.1287/opre.2017.1620 10.1016/j.orl.2012.11.012 10.1287/opre.1080.0664 10.1287/msom.1050.0086 10.1287/opre.2015.1441 10.1287/mnsc.1100.1184 10.1111/poms.12887 10.1007/s10696-010-9062-3 10.1214/aoap/1075828046 10.1287/opre.2014.1334 10.1287/mnsc.32.7.890 10.1287/11-SSY033 10.1021/ie0100030 10.1109/FOCS.2009.72 10.1016/j.orl.2016.02.008 10.1287/opre.2015.1416 10.1287/educ.2017.0171 10.1007/s10107-008-0223-z 10.1287/msom.2014.0505 10.1287/opre.1120.1081 10.1287/msom.2015.0534 10.1287/mnsc.1060.0621 10.1287/opre.2016.1482 10.1007/s11134-012-9305-y 10.1287/mnsc.1080.0868 10.1287/opre.1110.0987 10.1023/A:1019188531950 10.1287/mnsc.44.8.1071 10.1287/mnsc.41.4.577 10.1287/mnsc.2017.2761 10.1214/105051604000000495 10.1561/0400000057 10.1007/BF00186471 10.2139/ssrn.3385089 10.1287/msom.1120.0390 |
| ContentType | Journal Article |
| Copyright | 2019 The Authors 2019 Production and Operations Management Society COPYRIGHT 2021 Wiley Subscription Services, Inc. 2021 Production and Operations Management Society |
| Copyright_xml | – notice: 2019 The Authors – notice: 2019 Production and Operations Management Society – notice: COPYRIGHT 2021 Wiley Subscription Services, Inc. – notice: 2021 Production and Operations Management Society |
| DBID | AAYXX CITATION |
| DOI | 10.1111/poms.13101 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | CrossRef |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Business |
| EISSN | 1937-5956 |
| EndPage | 1824 |
| ExternalDocumentID | A669081796 10_1111_poms_13101 POMS13101 10.1111_poms.13101 |
| Genre | article |
| GroupedDBID | .3N .GA .Y3 05W 0R~ 123 1OC 29P 2WC 31~ 33P 3WU 4.4 50Y 50Z 52M 52O 52T 52U 52W 702 7PT 7WY 8-0 8-1 8-3 8-4 8-5 8AO 8FL 8R4 8R5 8V8 930 96U 9M8 A04 AAESR AAGLT AAHHS AANHP AAONW AAOUF AAQXI AASGY AATAA AAXRX AAYCA AAYJJ AAZCK AAZKR ABCUV ABFXH ABJNI ABKLS ABPNF ABPVW ABRHV ABSOO ABUJY ABUNW ABUWG ACAHQ ACBKW ACBWZ ACCFJ ACCZN ACGFO ACGFS ACIFU ACOXC ACPOU ACRPL ACUIR ACXQS ACYXJ ADBBV ADEBD ADEMA ADEOM ADIZJ ADKYN ADMGS ADNMO ADUKL ADXAS ADZMN AEAXR AEEZP AEIGN AEIMD AEMOZ AENEX AEQDE AEUYR AEXNY AFAZI AFBPY AFGKR AFKFF AFKRA AFWVQ AFZJQ AGKLV AGNWV AGQPQ AHDMH AHQJS AIAGR AIURR AIWBW AJAOE AJBDE AKVCP ALAGY ALKDR ALMA_UNASSIGNED_HOLDINGS ALUQN AMBMR AMYDB ARTOV ASPBG ASTYK AVWKF AZBYB AZFZN AZVAB BAFTC BDRZF BENPR BEZIV BFHJK BMXJE BNVMJ BPACV BPHCQ BQESF BROTX BRXPI CAG CCPQU COF D-C D-D DCZOG DPXWK DRFUL DRSSH DU5 DWQXO EBS EJD F00 F01 F21 FEDTE FHBDP FRNLG G-S G.N G50 GODZA GROUPED_ABI_INFORM_RESEARCH H13 HF~ HVGLF HZ~ IAO IEA IOF ITC J8X K1G K60 K6~ LATKE LEEKS LH4 LITHE LOXES LP6 LP7 LUTES LW6 LYRES M0C MK4 MRFUL MRSSH MSFUL MSSSH MXFUL MXSSH N04 N06 N95 NF~ NNB O66 O9- P2P P2W P2Y P4C PALCI PHGZM PHGZT PQBIZ PQBZA PQQKQ PROAC Q.N Q1R Q2X QB0 QRW R.K RIWAO RJQFR ROL RWL RX1 S0X SAUOL SCNPE SFC SUPJJ TAE TH9 U5U UB1 V8K W8V W99 WBKPD WIH WII WLBEL WOHZO WYISQ XV2 ZZTAW ~IA ~WP 1OB 3V. AEUQT AFPWT AIFKG BMKGK EBA EBO EBR EBU EMK GROUPED_ABI_INFORM_COMPLETE M4V RWI VQA XI7 ~8M AAEJI AAMMB AAPII AAYXX ABUAX ACCVC AEFGJ AEYHP AFFHD AGXDD AIDQK AIDYY AIQQE AJGYC AJVBE AMNSR BAAKF CITATION O8X |
| ID | FETCH-LOGICAL-c4331-742d29cf4414c23cd716260389ac064b99f2ec7c0684d03d89ad6be5b14174973 |
| IEDL.DBID | DRFUL |
| ISICitedReferencesCount | 26 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000674744300015&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1059-1478 |
| IngestDate | Wed Nov 19 04:02:48 EST 2025 Wed Nov 26 11:16:34 EST 2025 Sat Nov 29 08:11:07 EST 2025 Tue Nov 18 22:15:43 EST 2025 Wed Jan 22 16:29:46 EST 2025 Tue Jun 17 22:28:09 EDT 2025 |
| IsDoiOpenAccess | false |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 6 |
| Keywords | flexible manufacturing systems flexible service operations sparse system design process flexibility |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c4331-742d29cf4414c23cd716260389ac064b99f2ec7c0684d03d89ad6be5b14174973 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| ORCID | 0000-0002-9214-1809 |
| OpenAccessLink | https://journals.sagepub.com/doi/pdf/10.1111/poms.13101 |
| PQID | 2553226945 |
| PQPubID | 45096 |
| PageCount | 21 |
| ParticipantIDs | proquest_journals_2553226945 gale_incontextgauss__A669081796 crossref_citationtrail_10_1111_poms_13101 crossref_primary_10_1111_poms_13101 wiley_primary_10_1111_poms_13101_POMS13101 sage_journals_10_1111_poms_13101 |
| PublicationCentury | 2000 |
| PublicationDate | 20210600 June 2021 2021-06-00 20210601 |
| PublicationDateYYYYMMDD | 2021-06-01 |
| PublicationDate_xml | – month: 06 year: 2021 text: 20210600 |
| PublicationDecade | 2020 |
| PublicationPlace | Los Angeles, CA |
| PublicationPlace_xml | – name: Los Angeles, CA – name: Muncie |
| PublicationTitle | Production and operations management |
| PublicationYear | 2021 |
| Publisher | SAGE Publications Wiley Subscription Services, Inc Blackwell Publishers Inc |
| Publisher_xml | – name: SAGE Publications – name: Wiley Subscription Services, Inc – name: Blackwell Publishers Inc |
| References | Tsiakis, Shah, Pantelides 2001; 40 Acimovic, Graves 2015; 17 Buzacott, Yao 1986; 32 Atamturk, Zhang 2007; 55 Iravani, Van Oyen, Sims 2005; 51 Bidkhori, Simchi‐Levi, Wei 2016; 44 Charnes, Cooper 1962; 9 Aksin, Karaesmen 2007; 35 Sethi, Sethi 1990; 2 Visschers, Adan, Weiss 2012; 70 Yan, Gao, Teo 2018; 64 Harrison, López 1999; 33 Jordan, Graves 1995; 41 Deng, Shen 2013; 15 Désir, Goyal, Wei, Zhang 2016; 64 Lyu, Cheung, Chou, Teo, Zheng, Zhong 2018 Mandelbaum, Reiman 1998; 44 Greenberg 2001; 42 Burer 2009; 120 Buzacott, Mandelbaum 2008; 20 Jasin, Sinha 2015; 63 Shi, Wei, Zhong 2018 Talreja, Whitt 2008; 54 Bassamboo, Chu, Randhawa 2013; 41 Simchi‐Levi, Wei 2012; 60 Tsitsiklis, Xu 2017; 65 Eryilmaz, Srikant 2012; 72 Fine, Freund 1990; 36 Xu, Zhang, Zhang, Zhang 2019 Wang, Zhang 2015; 63 Van Mieghem 1998; 44 Iravani, Kolfal, Van Oyen 2007; 53 Moreno, Terwiesch 2015; 17 Chen, Ma, Zhang, Zhou 2019; 67 Bassamboo, Randhawa, Van Mieghem 2010; 56 Bassalygo, Pinsker 1973; 9 Bassamboo, Randhawa, Van Mieghem 2012; 60 Boudette 2006 Tsitsiklis, Xu 2012; 2 Mehta 2013; 8 Chou, Chua, Teo, Zheng 2010; 58 Chou, Teo, Zheng 2008; 20 Chou, Chua, Zheng 2014; 62 Shen, Liang, Shen, Teo 2019; 28 Chen, Zhang, Zhou 2015; 63 Simchi‐Levi, Wang, Wei 2018; 27 Ata, Kumar 2005; 15 Mak, Shen 2009; 21 Simchi‐Levi, Wei 2015; 63 Asadpour, Wang, Zhang 2018 Buzacott, Shanthikumar 1980; 12 Stolyar 2004; 14 Chou, Chua, Teo, Zheng 2011; 59 Wallace, Whitt 2005; 7 2010; 56 2012; 60 2010; 58 1986; 32 2011; 59 2014; 62 2013; 8 2007; 35 2001; 40 1998; 44 2001; 42 2012; 72 2012; 70 2013; 15 2019; 67 2019; 28 2009; 120 2008; 20 2016; 44 2015; 17 2009; 21 1990; 36 2017; 65 2013; 41 2009 1997 2006 2008; 54 1962; 9 2002 2007; 53 2007; 55 2018; 64 2018; 27 1995; 41 1990; 2 1973; 9 2012; 2 2004; 14 1980; 12 2015; 63 2005; 51 2016; 64 2019 2018 1999; 33 2005; 7 2017 2013 2005; 15 bibr0007-poms.13101 bibr0027-poms.13101 Xu Z. (bibr0062-poms.13101) 2019 bibr0042-poms.13101 bibr0022-poms.13101 bibr0041-poms.13101 bibr0045-poms.13101 bibr0051-poms.13101 bibr0061-poms.13101 bibr0055-poms.13101 bibr0058-poms.13101 Boudette N. E. (bibr0012-poms.13101) 2006 bibr0002-poms.13101 bibr0019-poms.13101 bibr0031-poms.13101 bibr0038-poms.13101 Asadpour A. (bibr0003-poms.13101) 2018 bibr0011-poms.13101 bibr0021-poms.13101 bibr0009-poms.13101 bibr0001-poms.13101 bibr0028-poms.13101 bibr0037-poms.13101 bibr0047-poms.13101 bibr0018-poms.13101 bibr0008-poms.13101 Lyu G. (bibr0040-poms.13101) 2018 bibr0057-poms.13101 bibr0010-poms.13101 bibr0043-poms.13101 bibr0063-poms.13101 bibr0030-poms.13101 bibr0033-poms.13101 bibr0013-poms.13101 bibr0050-poms.13101 bibr0056-poms.13101 bibr0046-poms.13101 bibr0023-poms.13101 bibr0060-poms.13101 bibr0016-poms.13101 bibr0059-poms.13101 bibr0026-poms.13101 Greenberg K. (bibr0032-poms.13101) 2001; 42 bibr0036-poms.13101 bibr0039-poms.13101 bibr0029-poms.13101 Bassalygo L. A. (bibr0006-poms.13101) 1973; 9 bibr0049-poms.13101 Cachon G. (bibr0017-poms.13101) 2009 bibr0025-poms.13101 bibr0035-poms.13101 bibr0005-poms.13101 Buzacott J. A. (bibr0015-poms.13101) 1980; 12 Chen X. (bibr0020-poms.13101) 2019; 67 bibr0052-poms.13101 bibr0054-poms.13101 bibr0024-poms.13101 bibr0044-poms.13101 Shi C. (bibr0048-poms.13101) 2018 bibr0034-poms.13101 bibr0004-poms.13101 bibr0014-poms.13101 bibr0053-poms.13101 |
| References_xml | – year: 2018 article-title: Capacity allocation in flexible production networks: Theory and applications publication-title: Management Sci. – volume: 28 start-page: 700 issue: 3 year: 2019 end-page: 720 article-title: Reliable flexibility design of supply chains via extended probabilistic expanders publication-title: Prod. Oper. Manag. – volume: 9 start-page: 181 issue: 3‐4 year: 1962 end-page: 186 article-title: Programming with linear fractional functionals publication-title: Nav. Res. Logist. Q. – volume: 60 start-page: 1125 issue: 5 year: 2012 end-page: 1141 article-title: Understanding the performance of the long chain and sparse designs in process flexibility publication-title: Oper. Res. – volume: 21 start-page: 75 issue: 3‐4 year: 2009 end-page: 91 article-title: Stochastic programming approach to process flexibility design publication-title: Flex. Serv. Manuf. J. – volume: 14 start-page: 1 issue: 1 year: 2004 end-page: 53 article-title: Maxweight scheduling in a generalized switch: State space collapse and workload minimization in heavy traffic publication-title: Ann. Appl. Probab. – volume: 56 start-page: 1285 issue: 8 year: 2010 end-page: 1303 article-title: Optimal flexibility configurations in newsvendor networks: Going beyond chaining and pairing publication-title: Management Sci. – volume: 44 start-page: 291 issue: 3 year: 2016 end-page: 296 article-title: Analyzing process flexibility: A distribution‐free approach with partial expectations publication-title: Oper. Res. Lett. – volume: 51 start-page: 151 issue: 2 year: 2005 end-page: 166 article-title: Structural flexibility: A new perspective on the design of manufacturing and service operations publication-title: Management Sci. – volume: 41 start-page: 107 issue: 1 year: 2013 end-page: 111 article-title: Designing flexible systems using a new notion of submodularity publication-title: Oper. Res. Lett. – volume: 9 start-page: 84 issue: 1 year: 1973 end-page: 87 article-title: Complexity of an optimum nonblocking switching network with reconnections publication-title: Problemy Informatsii – volume: 8 start-page: 265 issue: 4 year: 2013 end-page: 368 article-title: Online matching and ad allocation publication-title: Found. Trends Theor. Comput. Sci. – year: 2019 article-title: Online demand fulfillment under limited flexibility publication-title: Management Sci. – volume: 33 start-page: 339 issue: 4 year: 1999 end-page: 368 article-title: Heavy traffic resource pooling in parallel‐server systems publication-title: Queueing Syst. – volume: 20 start-page: 13 issue: 1‐2 year: 2008 end-page: 58 article-title: Flexibility in manufacturing and services: Achievements, insights and challenges publication-title: Flex. Serv. Manuf. J. – volume: 41 start-page: 577 issue: 4 year: 1995 end-page: 594 article-title: Principles on the benefits of manufacturing process flexibility publication-title: Management Sci. – volume: 12 start-page: 339 issue: 4 year: 1980 end-page: 350 article-title: Models for understanding flexible manufacturing systems publication-title: IIE Trans. – volume: 7 start-page: 276 issue: 4 year: 2005 end-page: 294 article-title: A staffing algorithm for call centers with skill‐based routing publication-title: Manuf. Serv. Oper. Manag. – volume: 62 start-page: 348 issue: 2 year: 2014 end-page: 365 article-title: On the performance of sparse process structures in partial postponement production systems publication-title: Oper. Res. – volume: 60 start-page: 1423 issue: 6 year: 2012 end-page: 1435 article-title: A little flexibility is all you need: On the asymptotic value of flexible capacity in parallel queuing systems publication-title: Oper. Res. – year: 2006 article-title: Shifting gears: Chrysler gains edge by giving new flexibility to its factories; some can build one vehicle, then switch to another, a skill japanese pioneered publication-title: Wall Street J. – volume: 65 start-page: 1398 issue: 5 year: 2017 end-page: 1413 article-title: Flexible queueing architectures publication-title: Oper. Res. – volume: 64 start-page: 416 issue: 2 year: 2016 end-page: 431 article-title: Sparse process flexibility designs: Is long chain really optimal publication-title: Oper. Res. – volume: 40 start-page: 3585 issue: 16 year: 2001 end-page: 3604 article-title: Design of multi‐echelon supply chain networks under demand uncertainty publication-title: Ind. Eng. Chem. Res. – volume: 2 start-page: 1 issue: 1 year: 2012 end-page: 66 article-title: On the power of (even a little) resource pooling publication-title: Stoch. Syst. – volume: 63 start-page: 1336 issue: 6 year: 2015 end-page: 1351 article-title: An lp‐based correlated rounding scheme for multi‐item ecommerce order fulfillment publication-title: Oper. Res. – volume: 27 start-page: 1476 issue: 8 year: 2018 end-page: 1491 article-title: Increasing supply chain robustness through process flexibility and inventory publication-title: Prod. Oper. Manag. – volume: 63 start-page: 1159 issue: 5 year: 2015 end-page: 1176 article-title: Optimal sparse designs for process flexibility via probabilistic expanders publication-title: Oper. Res. – volume: 17 start-page: 34 issue: 1 year: 2015 end-page: 51 article-title: Making better fulfillment decisions on the fly in an online retail environment publication-title: Manuf. Serv. Oper. Manag. – volume: 54 start-page: 1513 issue: 8 year: 2008 end-page: 1527 article-title: Fluid models for overloaded multiclass many‐server queueing systems with first‐come, first‐served routing publication-title: Management Sci. – volume: 120 start-page: 479 issue: 2 year: 2009 end-page: 495 article-title: On the copositive representation of binary and continuous nonconvex quadratic programs publication-title: Math. Program. – volume: 59 start-page: 1090 issue: 5 year: 2011 end-page: 1105 article-title: Process flexibility revisited: The graph expander and its applications publication-title: Oper. Res. – volume: 64 start-page: 3421 issue: 7 year: 2018 end-page: 3445 article-title: On the design of sparse but efficient structures in operations publication-title: Management Sci. – volume: 36 start-page: 449 issue: 4 year: 1990 end-page: 466 article-title: Optimal investment in product‐flexible manufacturing capacity publication-title: Management Sci. – volume: 70 start-page: 269 issue: 3 year: 2012 end-page: 298 article-title: A product form solution to a system with multi‐type jobs and multi‐type servers publication-title: Queueing Syst. – volume: 42 start-page: 32 issue: 15 year: 2001 end-page: 40 article-title: Much ado about chrysler publication-title: Brandweek – volume: 15 start-page: 24 issue: 1 year: 2013 end-page: 32 article-title: Process flexibility design in unbalanced networks publication-title: Manuf. Serv. Oper. Manag. – volume: 72 start-page: 311 issue: 3‐4 year: 2012 end-page: 359 article-title: Asymptotically tight steady‐state queue length bounds implied by drift conditions publication-title: Queueing Syst. – volume: 63 start-page: 555 issue: 3 year: 2015 end-page: 571 article-title: Process flexibility: A distribution‐free bound on the performance of k‐chain publication-title: Oper. Res. – year: 2018 article-title: Process flexibility for multi‐period production systems publication-title: Oper. Res. – volume: 20 start-page: 59 issue: 1‐2 year: 2008 end-page: 94 article-title: Process flexibility: Design, evaluation, and applications publication-title: Flex. Serv. Manuf. J. – volume: 44 start-page: 1071 issue: 8 year: 1998 end-page: 1078 article-title: Investment strategies for flexible resources publication-title: Management Sci. – volume: 17 start-page: 428 issue: 4 year: 2015 end-page: 444 article-title: Pricing and production flexibility: An empirical analysis of the U.S. automotive industry publication-title: Manuf. Serv. Oper. Manag. – volume: 55 start-page: 662 issue: 4 year: 2007 end-page: 673 article-title: Two‐stage robust network flow and design under demand uncertainty publication-title: Oper. Res. – volume: 2 start-page: 289 issue: 4 year: 1990 end-page: 328 article-title: Flexibility in manufacturing: A survey publication-title: Int. J. Flex. Manuf. Syst. – volume: 32 start-page: 890 issue: 7 year: 1986 end-page: 905 article-title: Flexible manufacturing systems: A review of analytical models publication-title: Management Sci. – volume: 67 start-page: 516 issue: 2 year: 2019 end-page: 531 article-title: Optimal design of process flexibility for general production systems publication-title: Oper. Res. – volume: 15 start-page: 331 issue: 1A year: 2005 end-page: 391 article-title: Heavy traffic analysis of open processing networks with complete resource pooling: Asymptotic optimality of discrete review policies publication-title: Ann. Appl. Probab. – volume: 63 start-page: 166 issue: 1 year: 2015 end-page: 185 article-title: Worst‐case analysis of process flexbility designs publication-title: Oper. Res. – year: 2018 article-title: Online resource allocations with limited flexibility publication-title: Management Sci – volume: 53 start-page: 1102 issue: 7 year: 2007 end-page: 1112 article-title: Call‐center labor cross‐training: It's a small world after all publication-title: Management Sci. – volume: 44 start-page: 971 issue: 7 year: 1998 end-page: 981 article-title: On pooling in queueing networks publication-title: Management Sci. – volume: 35 start-page: 477 issue: 4 year: 2007 end-page: 484 article-title: Characterizing the performance of process flexibility structures publication-title: Oper. Res. Lett. – volume: 58 start-page: 43 issue: 1 year: 2010 end-page: 58 article-title: Design for process flexibility: Efficiency of the long chain and sparse structure publication-title: Oper. Res. – year: 2009 – volume: 27 start-page: 1476 issue: 8 year: 2018 end-page: 1491 article-title: Increasing supply chain robustness through process flexibility and inventory publication-title: Prod. Oper. Manag. – volume: 44 start-page: 1071 issue: 8 year: 1998 end-page: 1078 article-title: Investment strategies for flexible resources publication-title: Management Sci. – volume: 7 start-page: 276 issue: 4 year: 2005 end-page: 294 article-title: A staffing algorithm for call centers with skill‐based routing publication-title: Manuf. Serv. Oper. Manag. – volume: 14 start-page: 1 issue: 1 year: 2004 end-page: 53 article-title: Maxweight scheduling in a generalized switch: State space collapse and workload minimization in heavy traffic publication-title: Ann. Appl. Probab. – volume: 60 start-page: 1423 issue: 6 year: 2012 end-page: 1435 article-title: A little flexibility is all you need: On the asymptotic value of flexible capacity in parallel queuing systems publication-title: Oper. Res. – volume: 36 start-page: 449 issue: 4 year: 1990 end-page: 466 article-title: Optimal investment in product‐flexible manufacturing capacity publication-title: Management Sci. – year: 2018 article-title: Capacity allocation in flexible production networks: Theory and applications publication-title: Management Sci. – volume: 120 start-page: 479 issue: 2 year: 2009 end-page: 495 article-title: On the copositive representation of binary and continuous nonconvex quadratic programs publication-title: Math. Program. – volume: 56 start-page: 1285 issue: 8 year: 2010 end-page: 1303 article-title: Optimal flexibility configurations in newsvendor networks: Going beyond chaining and pairing publication-title: Management Sci. – volume: 15 start-page: 24 issue: 1 year: 2013 end-page: 32 article-title: Process flexibility design in unbalanced networks publication-title: Manuf. Serv. Oper. Manag. – volume: 58 start-page: 43 issue: 1 year: 2010 end-page: 58 article-title: Design for process flexibility: Efficiency of the long chain and sparse structure publication-title: Oper. Res. – volume: 40 start-page: 3585 issue: 16 year: 2001 end-page: 3604 article-title: Design of multi‐echelon supply chain networks under demand uncertainty publication-title: Ind. Eng. Chem. Res. – volume: 9 start-page: 84 issue: 1 year: 1973 end-page: 87 article-title: Complexity of an optimum nonblocking switching network with reconnections publication-title: Problemy Informatsii – volume: 21 start-page: 75 issue: 3‐4 year: 2009 end-page: 91 article-title: Stochastic programming approach to process flexibility design publication-title: Flex. Serv. Manuf. J. – year: 2018 – volume: 55 start-page: 662 issue: 4 year: 2007 end-page: 673 article-title: Two‐stage robust network flow and design under demand uncertainty publication-title: Oper. Res. – volume: 64 start-page: 3421 issue: 7 year: 2018 end-page: 3445 article-title: On the design of sparse but efficient structures in operations publication-title: Management Sci. – volume: 64 start-page: 416 issue: 2 year: 2016 end-page: 431 article-title: Sparse process flexibility designs: Is long chain really optimal publication-title: Oper. Res. – volume: 41 start-page: 577 issue: 4 year: 1995 end-page: 594 article-title: Principles on the benefits of manufacturing process flexibility publication-title: Management Sci. – volume: 2 start-page: 289 issue: 4 year: 1990 end-page: 328 article-title: Flexibility in manufacturing: A survey publication-title: Int. J. Flex. Manuf. Syst. – volume: 70 start-page: 269 issue: 3 year: 2012 end-page: 298 article-title: A product form solution to a system with multi‐type jobs and multi‐type servers publication-title: Queueing Syst. – volume: 54 start-page: 1513 issue: 8 year: 2008 end-page: 1527 article-title: Fluid models for overloaded multiclass many‐server queueing systems with first‐come, first‐served routing publication-title: Management Sci. – volume: 41 start-page: 107 issue: 1 year: 2013 end-page: 111 article-title: Designing flexible systems using a new notion of submodularity publication-title: Oper. Res. Lett. – year: 2006 article-title: Shifting gears: Chrysler gains edge by giving new flexibility to its factories; some can build one vehicle, then switch to another, a skill japanese pioneered publication-title: Wall Street J. – start-page: 289 year: 1997 end-page: 338 – volume: 2 start-page: 1 issue: 1 year: 2012 end-page: 66 article-title: On the power of (even a little) resource pooling publication-title: Stoch. Syst. – volume: 12 start-page: 339 issue: 4 year: 1980 end-page: 350 article-title: Models for understanding flexible manufacturing systems publication-title: IIE Trans. – volume: 63 start-page: 166 issue: 1 year: 2015 end-page: 185 article-title: Worst‐case analysis of process flexbility designs publication-title: Oper. Res. – volume: 63 start-page: 1159 issue: 5 year: 2015 end-page: 1176 article-title: Optimal sparse designs for process flexibility via probabilistic expanders publication-title: Oper. Res. – year: 2018 article-title: Process flexibility for multi‐period production systems publication-title: Oper. Res. – year: 2019 – volume: 8 start-page: 265 issue: 4 year: 2013 end-page: 368 article-title: Online matching and ad allocation publication-title: Found. Trends Theor. Comput. Sci. – volume: 59 start-page: 1090 issue: 5 year: 2011 end-page: 1105 article-title: Process flexibility revisited: The graph expander and its applications publication-title: Oper. Res. – volume: 15 start-page: 331 issue: 1A year: 2005 end-page: 391 article-title: Heavy traffic analysis of open processing networks with complete resource pooling: Asymptotic optimality of discrete review policies publication-title: Ann. Appl. Probab. – volume: 51 start-page: 151 issue: 2 year: 2005 end-page: 166 article-title: Structural flexibility: A new perspective on the design of manufacturing and service operations publication-title: Management Sci. – volume: 53 start-page: 1102 issue: 7 year: 2007 end-page: 1112 article-title: Call‐center labor cross‐training: It's a small world after all publication-title: Management Sci. – volume: 60 start-page: 1125 issue: 5 year: 2012 end-page: 1141 article-title: Understanding the performance of the long chain and sparse designs in process flexibility publication-title: Oper. Res. – volume: 63 start-page: 555 issue: 3 year: 2015 end-page: 571 article-title: Process flexibility: A distribution‐free bound on the performance of k‐chain publication-title: Oper. Res. – volume: 9 start-page: 181 issue: 3‐4 year: 1962 end-page: 186 article-title: Programming with linear fractional functionals publication-title: Nav. Res. Logist. Q. – year: 2018 article-title: Online resource allocations with limited flexibility publication-title: Management Sci – volume: 67 start-page: 516 issue: 2 year: 2019 end-page: 531 article-title: Optimal design of process flexibility for general production systems publication-title: Oper. Res. – year: 2019 article-title: Online demand fulfillment under limited flexibility publication-title: Management Sci. – volume: 42 start-page: 32 issue: 15 year: 2001 end-page: 40 article-title: Much ado about chrysler publication-title: Brandweek – volume: 28 start-page: 700 issue: 3 year: 2019 end-page: 720 article-title: Reliable flexibility design of supply chains via extended probabilistic expanders publication-title: Prod. Oper. Manag. – volume: 20 start-page: 13 issue: 1‐2 year: 2008 end-page: 58 article-title: Flexibility in manufacturing and services: Achievements, insights and challenges publication-title: Flex. Serv. Manuf. J. – volume: 63 start-page: 1336 issue: 6 year: 2015 end-page: 1351 article-title: An lp‐based correlated rounding scheme for multi‐item ecommerce order fulfillment publication-title: Oper. Res. – volume: 62 start-page: 348 issue: 2 year: 2014 end-page: 365 article-title: On the performance of sparse process structures in partial postponement production systems publication-title: Oper. Res. – volume: 17 start-page: 34 issue: 1 year: 2015 end-page: 51 article-title: Making better fulfillment decisions on the fly in an online retail environment publication-title: Manuf. Serv. Oper. Manag. – volume: 65 start-page: 1398 issue: 5 year: 2017 end-page: 1413 article-title: Flexible queueing architectures publication-title: Oper. Res. – volume: 72 start-page: 311 issue: 3‐4 year: 2012 end-page: 359 article-title: Asymptotically tight steady‐state queue length bounds implied by drift conditions publication-title: Queueing Syst. – volume: 44 start-page: 291 issue: 3 year: 2016 end-page: 296 article-title: Analyzing process flexibility: A distribution‐free approach with partial expectations publication-title: Oper. Res. Lett. – volume: 35 start-page: 477 issue: 4 year: 2007 end-page: 484 article-title: Characterizing the performance of process flexibility structures publication-title: Oper. Res. Lett. – volume: 32 start-page: 890 issue: 7 year: 1986 end-page: 905 article-title: Flexible manufacturing systems: A review of analytical models publication-title: Management Sci. – year: 2002 – volume: 44 start-page: 971 issue: 7 year: 1998 end-page: 981 article-title: On pooling in queueing networks publication-title: Management Sci. – volume: 17 start-page: 428 issue: 4 year: 2015 end-page: 444 article-title: Pricing and production flexibility: An empirical analysis of the U.S. automotive industry publication-title: Manuf. Serv. Oper. Manag. – year: 2017 – volume: 20 start-page: 59 issue: 1‐2 year: 2008 end-page: 94 article-title: Process flexibility: Design, evaluation, and applications publication-title: Flex. Serv. Manuf. J. – volume: 33 start-page: 339 issue: 4 year: 1999 end-page: 368 article-title: Heavy traffic resource pooling in parallel‐server systems publication-title: Queueing Syst. – year: 2013 – ident: bibr0002-poms.13101 doi: 10.1016/j.orl.2006.10.002 – ident: bibr0005-poms.13101 doi: 10.1287/opre.1070.0428 – ident: bibr0021-poms.13101 doi: 10.1007/s10696-008-9053-9 – ident: bibr0028-poms.13101 – ident: bibr0061-poms.13101 doi: 10.2139/ssrn.3233721 – ident: bibr0024-poms.13101 doi: 10.1287/opre.2013.1255 – ident: bibr0014-poms.13101 doi: 10.1007/s10696-008-9052-x – ident: bibr0031-poms.13101 doi: 10.1287/mnsc.36.4.449 – volume: 9 start-page: 84 issue: 1 year: 1973 ident: bibr0006-poms.13101 publication-title: Problemy Informatsii – ident: bibr0058-poms.13101 doi: 10.1007/s11134-011-9274-6 – year: 2006 ident: bibr0012-poms.13101 publication-title: Wall Street J. – ident: bibr0060-poms.13101 doi: 10.1287/opre.2015.1370 – ident: bibr0042-poms.13101 doi: 10.1287/mnsc.44.7.971 – ident: bibr0034-poms.13101 doi: 10.1287/mnsc.1040.0333 – ident: bibr0027-poms.13101 doi: 10.1007/978-1-4614-2113-9 – ident: bibr0018-poms.13101 doi: 10.1002/nav.3800090303 – ident: bibr0047-poms.13101 doi: 10.1111/poms.12942 – ident: bibr0008-poms.13101 doi: 10.1287/opre.1120.1107 – ident: bibr0056-poms.13101 doi: 10.1287/opre.2017.1620 – ident: bibr0009-poms.13101 doi: 10.1016/j.orl.2012.11.012 – ident: bibr0022-poms.13101 doi: 10.1287/opre.1080.0664 – ident: bibr0059-poms.13101 doi: 10.1287/msom.1050.0086 – ident: bibr0036-poms.13101 doi: 10.1287/opre.2015.1441 – ident: bibr0007-poms.13101 doi: 10.1287/mnsc.1100.1184 – year: 2019 ident: bibr0062-poms.13101 publication-title: Management Sci. – year: 2018 ident: bibr0003-poms.13101 publication-title: Management Sci – volume: 67 start-page: 516 issue: 2 year: 2019 ident: bibr0020-poms.13101 publication-title: Oper. Res. – ident: bibr0051-poms.13101 doi: 10.1111/poms.12887 – ident: bibr0041-poms.13101 doi: 10.1007/s10696-010-9062-3 – ident: bibr0052-poms.13101 doi: 10.1214/aoap/1075828046 – ident: bibr0045-poms.13101 – ident: bibr0050-poms.13101 doi: 10.1287/opre.2014.1334 – ident: bibr0016-poms.13101 doi: 10.1287/mnsc.32.7.890 – year: 2018 ident: bibr0040-poms.13101 publication-title: Management Sci. – ident: bibr0055-poms.13101 doi: 10.1287/11-SSY033 – ident: bibr0054-poms.13101 doi: 10.1021/ie0100030 – ident: bibr0030-poms.13101 doi: 10.1109/FOCS.2009.72 – ident: bibr0010-poms.13101 doi: 10.1016/j.orl.2016.02.008 – ident: bibr0019-poms.13101 doi: 10.1287/opre.2015.1416 – ident: bibr0039-poms.13101 doi: 10.1287/educ.2017.0171 – ident: bibr0013-poms.13101 doi: 10.1007/s10107-008-0223-z – year: 2018 ident: bibr0048-poms.13101 publication-title: Oper. Res. – volume: 12 start-page: 339 issue: 4 year: 1980 ident: bibr0015-poms.13101 publication-title: IIE Trans. – ident: bibr0001-poms.13101 doi: 10.1287/msom.2014.0505 – ident: bibr0049-poms.13101 doi: 10.1287/opre.1120.1081 – ident: bibr0044-poms.13101 doi: 10.1287/msom.2015.0534 – ident: bibr0035-poms.13101 doi: 10.1287/mnsc.1060.0621 – ident: bibr0026-poms.13101 doi: 10.1287/opre.2016.1482 – ident: bibr0029-poms.13101 doi: 10.1007/s11134-012-9305-y – ident: bibr0053-poms.13101 doi: 10.1287/mnsc.1080.0868 – ident: bibr0023-poms.13101 doi: 10.1287/opre.1110.0987 – ident: bibr0033-poms.13101 doi: 10.1023/A:1019188531950 – ident: bibr0057-poms.13101 doi: 10.1287/mnsc.44.8.1071 – ident: bibr0038-poms.13101 doi: 10.1287/mnsc.41.4.577 – volume-title: Matching Supply with Demand : An Introduction to Operations Management year: 2009 ident: bibr0017-poms.13101 – volume: 42 start-page: 32 issue: 15 year: 2001 ident: bibr0032-poms.13101 publication-title: Brandweek – ident: bibr0063-poms.13101 doi: 10.1287/mnsc.2017.2761 – ident: bibr0004-poms.13101 doi: 10.1214/105051604000000495 – ident: bibr0011-poms.13101 – ident: bibr0043-poms.13101 doi: 10.1561/0400000057 – ident: bibr0046-poms.13101 doi: 10.1007/BF00186471 – ident: bibr0037-poms.13101 doi: 10.2139/ssrn.3385089 – ident: bibr0025-poms.13101 doi: 10.1287/msom.1120.0390 |
| SSID | ssj0007320 |
| Score | 2.4518478 |
| Snippet | One effective means to hedge against uncertainty and better match supply with demand in a swiftly changing environment is to adopt a flexible operations... |
| SourceID | proquest gale crossref wiley sage |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 1804 |
| SubjectTerms | Analysis flexible manufacturing systems flexible service operations Hedging (Finance) process flexibility Production engineering sparse system design |
| Title | A Review of Flexible Processes and Operations |
| URI | https://journals.sagepub.com/doi/full/10.1111/poms.13101 https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fpoms.13101 https://www.proquest.com/docview/2553226945 |
| Volume | 30 |
| WOSCitedRecordID | wos000674744300015&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: PRVWIB databaseName: Wiley Online Library Full Collection 2020 customDbUrl: eissn: 1937-5956 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0007320 issn: 1059-1478 databaseCode: DRFUL dateStart: 19970101 isFulltext: true titleUrlDefault: https://onlinelibrary.wiley.com providerName: Wiley-Blackwell |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1JSwMxFH6UVkQPLlWxWjWgF4WRzpaZgJeiFg-1LWqlt5BtRKjT0mn9_SazdBERxFvIvDDhbXkvefkCcBHaDAulDZDxhrS8iDkWJ75rYdXgPFDaZaYnpq_toNMJBwPSK8FNcRcmw4eYb7gZy0j9tTFwxpMlIx-PPpJrW0cnOvepOFpx_TJU7p5a_fbcEweuk6ER-MSyvSDM4UlNJc9i9MqC9N0t5_Vdq5FruvS0tv836R3YykNO1Mx0ZBdKKq7CelHxXoXNJUzCPbCaKDsvQKMItQxcJh8qlN8nUAlisUTdscoUJ9mHfuv-5fbByt9UsIS5G2XpTFg6REQ6CvKE4wppEKSwQdljQkcnnJDIUSLQ7dCTDVfqfom58rnt6dyFBO4BlONRrA4B-VL6LiOC21h4LMLEwS6Tfkj0cBIwVoPLgrFU5IDj5t2LIS0SD8MNmnKjBudz2nEGs_Ej1ZmRDzW4FbEpjHljsyShtIl1jh9q14JrUC9ER3NjTKjOmrTbwsTza4CMOBeffvrHVSrAX6ZBe93H57R19BfiY9hwTEFMuoVTh_J0MlMnsCY-p-_J5DTX3S8SGu4y |
| linkProvider | Wiley-Blackwell |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1ZSwMxEB5ExePBW6xWG9AXhZXuld08FrUo1ipe-BZyrQi6La719zvZTWsVEcS3kE3YMFdmkpkvAHupL6gyqIBCNrUXZSLwJItDj5qmlIlBk1nemN53km43fXhgVy43x9bCVPgQowM3qxmlvbYKbg-kx7S833spDn10TzD4mYpQjlDAp46v23edkSlOwqCCI4iZ50dJ6vBJbSrP5-wvO9J3u-wSvL66ruXe017856qXYME5naRVSckyTJh8BWaGOe8rMD-GSrgKXotUNwakl5G2BcyUz4a4igJTEJFrctk3legUa3DXPrk9OvXcqwqestVRHsbCOmAqQz8oUkGotMWQohZnTyj0TyRjWWBUgu000s1QY7-m0sTSjzB6YUm4DpN5LzcbQGKt41AwJX2qIpFRFtBQ6DhlOJ0lQtRgf0hZrhzkuH354pkPQw9LDV5Sowa7o7H9Cmjjx1ENyyBukStymxrzKAZFwXmLYpSfonGhNagPecedOhYc4yY0XJRFcQ2I5efnp5_-cVBy8Jdl8KvLi5uytfmXwQ2YPb296PDOWfd8C-YCmx5THujUYfLtdWC2YVq9vz0VrztOkD8AYNryIg |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3dS8MwED9kk6EPfovTqQF9UaisX2nzOJxFcW7DL3wL-aoIsxvW-febtNmcMgTxLaQXGu5yl7vk8juA49hlWCitgIw3pROkzHM4CX0HqybnkdIms7gxfexE3W789ET6NjfHvIUp8SGmB25GMwp7bRRcjWQ6o-Wj4Wt-5mr3RAc_1cBUkalAtX2bPHSmpjjyvRKOICSOG0SxxSc1qTxfo7_tSD_tsk3w-u66FntPsvrPWa_BinU6UatcJeuwoLINqE1y3jdgeQaVcBOcFipvDNAwRYkBzOQDheyLApUjlknUG6ly6eRb8JBc3J9fOraqgiPM6yhHx8LSIyLVflAgPF9IgyGFDc4eE9o_4YSknhKRbseBbPpS90vMVcjdQEcvJPK3oZINM7UDKJQy9BkR3MUiYCkmHvaZDGOih5OIsTqcTDhLhYUcN5UvBnQSehhu0IIbdTia0o5KoI25VIdGQNQgV2QmNeaZjfOc0hbWUX6sjQuuQ2MiO2rVMac6btKGC5MgrAMy8vz6NO8fp4UEf5kG7fdu7orW7l-ID6HWbye0c9W93oMlz2THFOc5Dai8v43VPiyKj_eX_O3AruNP_1nxnQ |
| 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=A+Review+of+Flexible+Processes+and+Operations&rft.jtitle=Production+and+operations+management&rft.au=Wang%2C+Shixin&rft.au=Wang%2C+Xuan&rft.au=Zhang%2C+Jiawei&rft.date=2021-06-01&rft.pub=Blackwell+Publishers+Inc&rft.issn=1059-1478&rft.eissn=1937-5956&rft.volume=30&rft.issue=6&rft.spage=1804&rft.epage=1824&rft_id=info:doi/10.1111%2Fpoms.13101&rft.externalDBID=HAS_PDF_LINK |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1059-1478&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1059-1478&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1059-1478&client=summon |