Multi-objective collaborative assembly line design problem with the optimisation of ergonomics and economics

Manufacturing systems are socio-technical systems, with explicit interactions between humans and technologies in shared workspaces. These shared workspaces could also be called hybrid collaborative manufacturing systems, which involve workers as well as technological equipment and combine the benefi...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	International journal of production research Ročník 61; číslo 22; s. 7830 - 7845
Hlavní autori:	Abdous, Mohammed-Amine, Delorme, Xavier, Battini, Daria, Berger-Douce, Sandrine
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	London Taylor & Francis 17.11.2023 Taylor & Francis LLC
Predmet:	Algorithms Assembly line balancing problem assembly line design problem Assembly lines Balancing Collaboration Combinatorial analysis Computer Science Design optimization Economics Ergonomics Hybrid systems Industry 4.0 Industry 5.0 Integer programming Linear programming Manufacturing Mixed integer Modeling and Simulation multi-objective optimisation Multiple objective analysis Recovery Industry 4.0 Industry 5.0 ergonomics Assembly line balancing problem multi-objective optimisation assembly line design problem
ISSN:	0020-7543, 1366-588X
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Abstract	Manufacturing systems are socio-technical systems, with explicit interactions between humans and technologies in shared workspaces. These shared workspaces could also be called hybrid collaborative manufacturing systems, which involve workers as well as technological equipment and combine the benefits of human workers and new Industry 4.0 technologies, such systems are particularly useful in a context requiring flexibility and adaptability. Furthermore, the new Industry 5.0 approach has the objective to shift toward more human-centric and resilient manufacturing systems. The key problems to solve in the design of collaborative manufacturing systems are the combinatorial assembly line balancing problem and the equipment selection problem. An efficient and sustainable line requires a cost-effective choice of equipment while improving the ergonomics and the safety of workers. Both decisions of balancing workload and the assignment of equipment impact the ergonomics of a collaborative system and present conflicting criteria. To this end, we propose a multi-objective approach, the objectives are the optimisation of the investment costs and the ergonomics with a fatigue and recovery criterion. We propose to linearise the fatigue and recovery to formulate a new Mixed Integer Linear Programming formulation. We developed an exact multi-objective solving algorithm based on the ϵ-constraint to obtain the trade-off between these objectives. We conducted numerical experiments with different instances from the literature with promising results for instances with up to 45 operations. Finally, we discuss insightful managerial conclusions and future research perspectives.
AbstractList	Manufacturing systems are socio-technical systems, with explicit interactions between humans and technologies in shared workspaces. These shared workspaces could also be called hybrid collaborative manufacturing systems, which involve workers as well as technological equipment and combine the benefits of human workers and new Industry 4.0 technologies, such systems are particularly useful in a context requiring flexibility and adaptability. Furthermore, the new Industry 5.0 approach has the objective to shift toward more human-centric and resilient manufacturing systems. The key problems to solve in the design of collaborative manufacturing systems are the combinatorial assembly line balancing problem and the equipment selection problem. An efficient and sustainable line requires a cost-effective choice of equipment while improving the ergonomics and the safety of workers. Both decisions of balancing workload and the assignment of equipment impact the ergonomics of a collaborative system and present conflicting criteria. To this end, we propose a multi-objective approach, the objectives are the optimisation of the investment costs and the ergonomics with a fatigue and recovery criterion. We propose to linearise the fatigue and recovery to formulate a new Mixed Integer Linear Programming formulation. We developed an exact multi-objective solving algorithm based on the ϵ-constraint to obtain the trade-off between these objectives. We conducted numerical experiments with different instances from the literature with promising results for instances with up to 45 operations. Finally, we discuss insightful managerial conclusions and future research perspectives.
Author	Abdous, Mohammed-Amine Battini, Daria Berger-Douce, Sandrine Delorme, Xavier
Author_xml	– sequence: 1 givenname: Mohammed-Amine orcidid: 0000-0002-6378-1495 surname: Abdous fullname: Abdous, Mohammed-Amine email: amine.abdous@imt-nord-europe.fr organization: IMT Nord Europe, Institut Mines-Télécom, Univ Lille, Center for Digital Systems – sequence: 2 givenname: Xavier orcidid: 0000-0002-9465-1255 surname: Delorme fullname: Delorme, Xavier organization: Mines Saint-Etienne, Univ Clermont Auvergne, INP Clermont Auvergne, CNRS, UMR 6158 LIMOS – sequence: 3 givenname: Daria orcidid: 0000-0002-4595-8912 surname: Battini fullname: Battini, Daria organization: University of Padua – sequence: 4 givenname: Sandrine orcidid: 0000-0002-9645-4888 surname: Berger-Douce fullname: Berger-Douce, Sandrine organization: Mines Saint-Etienne, Univ Lyon, Univ Lumière Lyon 2, Univ Jean Monnet, UR COACTIS, Institut Henri Fayol
BackLink	https://hal-emse.ccsd.cnrs.fr/emse-03919040$$DView record in HAL
BookMark	eNqFkU9rFDEYh4NUcNv6EYSAN2HW_JnMZPBiKdUKK71Y6C0kmXe6WTLJmmRb9tub7a4ePGgu4YXn-ZG8v3N0FmIAhN5RsqREko-EMNKLli8ZYWzJqOBUildoQXnXNULKhzO0ODDNAXqDznPekHqEbBfIf9_54ppoNmCLewJso_faxKRfJp0zzMbvsXcB8AjZPQa8TdF4mPGzK2tc1oDjtrjZ5arEgOOEIT3GEGdnM9ZhxGBP0yV6PWmf4e3pvkD3X25-XN82q7uv366vVo1t-740w2g0HSQxYMjEgLLWStJ1kzW95rIfhR6EsSBGafU0jkz0lg7QccY7CbZn_AJ9OOautVfb5Gad9ipqp26vVgrmDIrwgQ6kJU-0wu-PcP3Wzx3kojZxl0J9n2KyqxCv262UOFI2xZwTTH9yKVGHFtTvFtShBXVqoXqf_vKsKy-LKkk7_1_789F2YYpp1s8x-VEVvfcxTUkH67Li_474Bb1Do-k
CitedBy_id	crossref_primary_10_1080_21681015_2025_2533436 crossref_primary_10_1080_00207543_2024_2356627 crossref_primary_10_1016_j_jmsy_2025_09_002 crossref_primary_10_1080_00207543_2025_2490826 crossref_primary_10_1007_s10845_023_02137_w crossref_primary_10_1007_s10696_024_09584_4 crossref_primary_10_1016_j_ijpe_2022_108673 crossref_primary_10_1016_j_ijpe_2024_109207 crossref_primary_10_1080_00207543_2022_2147234 crossref_primary_10_1007_s43621_025_01166_0 crossref_primary_10_1109_TEM_2024_3479775 crossref_primary_10_1080_00207543_2023_2283577 crossref_primary_10_1002_joe_70000 crossref_primary_10_1016_j_engappai_2025_110162 crossref_primary_10_1080_00207543_2025_2469288 crossref_primary_10_1109_ACCESS_2024_3496697 crossref_primary_10_1016_j_apergo_2024_104460 crossref_primary_10_1080_00207543_2024_2353789 crossref_primary_10_1080_00207543_2023_2246783 crossref_primary_10_1007_s43621_025_01252_3 crossref_primary_10_1007_s00170_024_14282_4 crossref_primary_10_1080_00207543_2024_2307505 crossref_primary_10_1016_j_ijpe_2024_109513 crossref_primary_10_1016_j_apergo_2025_104475 crossref_primary_10_1016_j_cie_2025_111210 crossref_primary_10_1016_j_rineng_2025_106524 crossref_primary_10_1080_00207543_2022_2153185 crossref_primary_10_1016_j_cie_2024_110729
Cites_doi	10.1080/00207543.2021.1990433 10.1007/978-3-662-00861-4 10.1016/j.jmsy.2022.02.005 10.1016/j.jmsy.2020.02.005 10.1016/j.cie.2009.01.001 10.1080/07408170304429 10.1016/j.ejor.2011.01.056 10.1080/00207543.2018.1530479 10.1080/18756891.2016.1204125 10.1080/00207543.2018.1539266 10.1023/A:1012200403940 10.1016/S0007-8506(07)62494-9 10.1007/s10845-017-1298-2 10.1080/00207543.2017.1378827 10.1080/00140139.2017.1416180 10.1080/0305215X.2013.841904 10.1002/hfm.20695 10.1080/10803548.2015.1017961 10.1016/j.arcontrol.2020.04.009 10.1016/j.ejor.2021.11.043 10.1016/j.arcontrol.2020.04.007 10.1080/00207543.2020.1720929 10.1016/j.cirp.2009.09.009 10.1080/07408170108936880 10.1016/j.ifacol.2019.11.473 10.1016/j.ifacol.2018.08.400 10.1016/j.ijpe.2020.107992 10.1080/00207543.2012.677864 10.1007/978-981-10-5457-0_11 10.1016/j.cie.2019.106004 10.1310/tsr2101-33 10.1080/00207543.2022.2153185 10.1080/00207543.2020.1756512 10.1016/j.omega.2011.03.004 10.1007/978-1-4471-5295-8_2 10.1109/4235.797969 10.1016/j.cie.2017.04.011 10.1016/j.cie.2019.106128 10.3233/OER-2007-7103 10.1080/00207543.2019.1616847 10.1080/00207543.2015.1074299 10.1007/s10055-010-0156-8 10.1080/00207540701441988 10.1016/j.arcontrol.2015.09.001 10.1016/j.ejor.2018.03.011 10.1007/s00186-017-0618-9 10.1007/s10845-020-01641-7 10.1080/00207543.2012.709647 10.1016/j.omega.2017.08.011 10.1080/00207543.2010.492410 10.1016/j.ejor.2012.12.029 10.3233/WOR-162380 10.1080/07408170008967418 10.1016/j.ifacol.2019.11.176
ContentType	Journal Article
Copyright	2022 Informa UK Limited, trading as Taylor & Francis Group 2022 2022 Informa UK Limited, trading as Taylor & Francis Group Attribution - NonCommercial
Copyright_xml	– notice: 2022 Informa UK Limited, trading as Taylor & Francis Group 2022 – notice: 2022 Informa UK Limited, trading as Taylor & Francis Group – notice: Attribution - NonCommercial
DBID	AAYXX CITATION 7SC 8FD F28 FR3 JQ2 L7M L~C L~D 1XC VOOES
DOI	10.1080/00207543.2022.2153185
DatabaseName	CrossRef Computer and Information Systems Abstracts Technology Research Database ANTE: Abstracts in New Technology & Engineering Engineering Research Database ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional Hyper Article en Ligne (HAL) Hyper Article en Ligne (HAL) (Open Access)
DatabaseTitle	CrossRef Technology Research Database Computer and Information Systems Abstracts – Academic ProQuest Computer Science Collection Computer and Information Systems Abstracts Engineering Research Database Advanced Technologies Database with Aerospace ANTE: Abstracts in New Technology & Engineering Computer and Information Systems Abstracts Professional
DatabaseTitleList	Technology Research Database
DeliveryMethod	fulltext_linktorsrc
Discipline	Engineering Economics Computer Science
EISSN	1366-588X
EndPage	7845
ExternalDocumentID	oai:HAL:emse-03919040v1 10_1080_00207543_2022_2153185 2153185
Genre	Research Article
GroupedDBID	-~X .7F .QJ 0BK 0R~ 29J 2DF 30N 4.4 5GY 5VS 8VB A8Z AAENE AAGDL AAHIA AAJMT AALDU AAMIU AAPUL AAQRR ABCCY ABFIM ABHAV ABJNI ABLIJ ABPAQ ABPEM ABTAI ABXUL ABXYU ACGEJ ACGFO ACGFS ACGOD ACIWK ACNCT ACTIO ADCVX ADGTB ADXPE AEGXH AEISY AEMOZ AENEX AEOZL AEPSL AEYOC AFKVX AFRVT AGDLA AGMYJ AHDZW AHQJS AIAGR AIJEM AIYEW AJWEG AKBVH AKOOK AKVCP ALMA_UNASSIGNED_HOLDINGS ALQZU AQRUH AQTUD AVBZW AWYRJ BLEHA CCCUG CE4 CS3 DGEBU DKSSO DU5 EBD EBE EBO EBR EBS EBU EMK EPL ESTFP E~A E~B GTTXZ H13 HF~ HZ~ H~9 H~P I-F IPNFZ J.P K1G KYCEM LJTGL M4Z ML~ NA5 NX~ O9- P2P PQQKQ QWB RIG RNANH ROSJB RTWRZ S-T SNACF TASJS TBQAZ TDBHL TEN TFL TFT TFW TH9 TN5 TNC TTHFI TUROJ TWF UT5 UU3 ZGOLN ZL0 ~S~ AAYXX CITATION 7SC 8FD F28 FR3 JQ2 L7M L~C L~D 07I 1OL 1TA 1XC 4B5 ABDPE ABRLO ACKIV ACTTO ADUMR ADXEU AEHZU AEZBV AFBWG AFFNX AFION AGBKS AGBLW AGVKY AGWUF AGYFW AI. AKHJE AKMBP ALRRR ALXIB BGSSV BWMZZ C0- C5H CAG COF CYRSC DAOYK DEXXA EJD FETWF IFELN L8C NUSFT OPCYK RNS TAJZE TAP UB6 VH1 VOOES ZCG ZY4
ID	FETCH-LOGICAL-c477t-9dba1980beb0f2e124c8066fcb7a387d5a95bce5d8cafdd257c19e632368ec723
IEDL.DBID	TFW
ISICitedReferencesCount	32
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000905349800001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	0020-7543
IngestDate	Tue Oct 14 21:03:36 EDT 2025 Wed Aug 13 07:00:41 EDT 2025 Tue Nov 18 21:53:42 EST 2025 Sat Nov 29 05:36:24 EST 2025 Mon Oct 20 23:44:44 EDT 2025
IsDoiOpenAccess	true
IsOpenAccess	true
IsPeerReviewed	true
IsScholarly	true
Issue	22
Keywords	Industry 4.0 Industry 5.0 ergonomics Assembly line balancing problem multi-objective optimisation assembly line design problem
Language	English
License	Attribution - NonCommercial: http://creativecommons.org/licenses/by-nc
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c477t-9dba1980beb0f2e124c8066fcb7a387d5a95bce5d8cafdd257c19e632368ec723
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
ORCID	0000-0002-9465-1255 0000-0002-6378-1495 0000-0002-9645-4888 0000-0002-4595-8912
OpenAccessLink	https://hal-emse.ccsd.cnrs.fr/emse-03919040
PQID	2869043207
PQPubID	30924
PageCount	16
ParticipantIDs	hal_primary_oai_HAL_emse_03919040v1 informaworld_taylorfrancis_310_1080_00207543_2022_2153185 proquest_journals_2869043207 crossref_citationtrail_10_1080_00207543_2022_2153185 crossref_primary_10_1080_00207543_2022_2153185
PublicationCentury	2000
PublicationDate	2023-11-17
PublicationDateYYYYMMDD	2023-11-17
PublicationDate_xml	– month: 11 year: 2023 text: 2023-11-17 day: 17
PublicationDecade	2020
PublicationPlace	London
PublicationPlace_xml	– name: London
PublicationTitle	International journal of production research
PublicationYear	2023
Publisher	Taylor & Francis Taylor & Francis LLC
Publisher_xml	– name: Taylor & Francis – name: Taylor & Francis LLC
References	e_1_3_3_52_1 Gorlach I. A. (e_1_3_3_32_1) 2008; 16 e_1_3_3_50_1 e_1_3_3_18_1 e_1_3_3_39_1 e_1_3_3_14_1 e_1_3_3_37_1 e_1_3_3_16_1 e_1_3_3_35_1 e_1_3_3_58_1 e_1_3_3_10_1 e_1_3_3_33_1 e_1_3_3_56_1 e_1_3_3_12_1 e_1_3_3_31_1 e_1_3_3_54_1 e_1_3_3_40_1 e_1_3_3_61_1 Ehrgott M. (e_1_3_3_26_1) 2005 e_1_3_3_7_1 e_1_3_3_9_1 e_1_3_3_29_1 e_1_3_3_25_1 e_1_3_3_48_1 e_1_3_3_27_1 e_1_3_3_46_1 e_1_3_3_3_1 e_1_3_3_21_1 e_1_3_3_44_1 e_1_3_3_5_1 e_1_3_3_23_1 e_1_3_3_42_1 e_1_3_3_30_1 e_1_3_3_51_1 e_1_3_3_17_1 e_1_3_3_19_1 e_1_3_3_13_1 e_1_3_3_38_1 e_1_3_3_59_1 e_1_3_3_15_1 e_1_3_3_36_1 e_1_3_3_57_1 e_1_3_3_34_1 e_1_3_3_55_1 e_1_3_3_11_1 e_1_3_3_53_1 e_1_3_3_41_1 e_1_3_3_62_1 e_1_3_3_60_1 e_1_3_3_6_1 e_1_3_3_8_1 e_1_3_3_28_1 e_1_3_3_24_1 e_1_3_3_49_1 e_1_3_3_47_1 e_1_3_3_2_1 e_1_3_3_20_1 e_1_3_3_45_1 e_1_3_3_4_1 e_1_3_3_22_1 e_1_3_3_43_1
References_xml	– ident: e_1_3_3_2_1 – ident: e_1_3_3_24_1 doi: 10.1080/00207543.2021.1990433 – ident: e_1_3_3_55_1 doi: 10.1007/978-3-662-00861-4 – ident: e_1_3_3_59_1 doi: 10.1016/j.jmsy.2022.02.005 – ident: e_1_3_3_61_1 doi: 10.1016/j.jmsy.2020.02.005 – ident: e_1_3_3_19_1 doi: 10.1016/j.cie.2009.01.001 – ident: e_1_3_3_15_1 doi: 10.1080/07408170304429 – ident: e_1_3_3_48_1 doi: 10.1016/j.ejor.2011.01.056 – ident: e_1_3_3_60_1 doi: 10.1080/00207543.2018.1530479 – ident: e_1_3_3_11_1 doi: 10.1080/18756891.2016.1204125 – ident: e_1_3_3_18_1 doi: 10.1080/00207543.2018.1539266 – ident: e_1_3_3_50_1 doi: 10.1023/A:1012200403940 – ident: e_1_3_3_52_1 doi: 10.1016/S0007-8506(07)62494-9 – ident: e_1_3_3_45_1 doi: 10.1007/s10845-017-1298-2 – ident: e_1_3_3_33_1 doi: 10.1080/00207543.2017.1378827 – ident: e_1_3_3_40_1 doi: 10.1080/00140139.2017.1416180 – ident: e_1_3_3_9_1 doi: 10.1080/0305215X.2013.841904 – ident: e_1_3_3_12_1 doi: 10.1002/hfm.20695 – ident: e_1_3_3_42_1 doi: 10.1080/10803548.2015.1017961 – ident: e_1_3_3_54_1 – ident: e_1_3_3_35_1 doi: 10.1016/j.arcontrol.2020.04.009 – ident: e_1_3_3_14_1 doi: 10.1016/j.ejor.2021.11.043 – ident: e_1_3_3_56_1 doi: 10.1016/j.arcontrol.2020.04.007 – ident: e_1_3_3_39_1 doi: 10.1080/00207543.2020.1720929 – ident: e_1_3_3_38_1 doi: 10.1016/j.cirp.2009.09.009 – ident: e_1_3_3_17_1 doi: 10.1080/07408170108936880 – ident: e_1_3_3_58_1 doi: 10.1016/j.ifacol.2019.11.473 – ident: e_1_3_3_4_1 doi: 10.1016/j.ifacol.2018.08.400 – ident: e_1_3_3_44_1 doi: 10.1016/j.ijpe.2020.107992 – ident: e_1_3_3_27_1 doi: 10.1080/00207543.2012.677864 – ident: e_1_3_3_7_1 doi: 10.1007/978-981-10-5457-0_11 – ident: e_1_3_3_37_1 doi: 10.1016/j.cie.2019.106004 – ident: e_1_3_3_34_1 doi: 10.1310/tsr2101-33 – ident: e_1_3_3_5_1 doi: 10.1080/00207543.2022.2153185 – ident: e_1_3_3_30_1 doi: 10.1080/00207543.2020.1756512 – ident: e_1_3_3_23_1 doi: 10.1016/j.omega.2011.03.004 – ident: e_1_3_3_22_1 doi: 10.1007/978-1-4471-5295-8_2 – ident: e_1_3_3_62_1 doi: 10.1109/4235.797969 – ident: e_1_3_3_46_1 doi: 10.1016/j.cie.2017.04.011 – ident: e_1_3_3_28_1 – ident: e_1_3_3_51_1 doi: 10.1016/j.cie.2019.106128 – ident: e_1_3_3_25_1 doi: 10.3233/OER-2007-7103 – ident: e_1_3_3_31_1 doi: 10.1080/00207543.2019.1616847 – ident: e_1_3_3_10_1 doi: 10.1080/00207543.2015.1074299 – ident: e_1_3_3_41_1 doi: 10.1007/s10055-010-0156-8 – ident: e_1_3_3_49_1 doi: 10.1080/00207540701441988 – ident: e_1_3_3_36_1 doi: 10.1016/j.arcontrol.2015.09.001 – ident: e_1_3_3_13_1 doi: 10.1016/j.ejor.2018.03.011 – ident: e_1_3_3_53_1 doi: 10.1007/s00186-017-0618-9 – ident: e_1_3_3_21_1 doi: 10.1007/s10845-020-01641-7 – ident: e_1_3_3_43_1 doi: 10.1080/00207543.2012.709647 – ident: e_1_3_3_57_1 doi: 10.1016/j.omega.2017.08.011 – ident: e_1_3_3_8_1 doi: 10.1080/00207543.2010.492410 – ident: e_1_3_3_47_1 doi: 10.1016/j.ejor.2012.12.029 – ident: e_1_3_3_6_1 – ident: e_1_3_3_20_1 doi: 10.3233/WOR-162380 – ident: e_1_3_3_16_1 doi: 10.1080/07408170008967418 – volume-title: Multicriteria Optimization year: 2005 ident: e_1_3_3_26_1 – ident: e_1_3_3_3_1 – ident: e_1_3_3_29_1 doi: 10.1016/j.ifacol.2019.11.176 – volume: 16 start-page: 141 year: 2008 ident: e_1_3_3_32_1 article-title: Optimal Level of Automation in the Automotive Industry publication-title: Eng. Lett.
SSID	ssj0000584
Score	2.553769
Snippet	Manufacturing systems are socio-technical systems, with explicit interactions between humans and technologies in shared workspaces. These shared workspaces...
SourceID	hal proquest crossref informaworld
SourceType	Open Access Repository Aggregation Database Enrichment Source Index Database Publisher
StartPage	7830
SubjectTerms	Algorithms Assembly line balancing problem assembly line design problem Assembly lines Balancing Collaboration Combinatorial analysis Computer Science Design optimization Economics Ergonomics Hybrid systems Industry 4.0 Industry 5.0 Integer programming Linear programming Manufacturing Mixed integer Modeling and Simulation multi-objective optimisation Multiple objective analysis Recovery
Title	Multi-objective collaborative assembly line design problem with the optimisation of ergonomics and economics
URI	https://www.tandfonline.com/doi/abs/10.1080/00207543.2022.2153185 https://www.proquest.com/docview/2869043207 https://hal-emse.ccsd.cnrs.fr/emse-03919040
Volume	61
WOSCitedRecordID	wos000905349800001&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: PRVAWR databaseName: Taylor & Francis Journals Complete customDbUrl: eissn: 1366-588X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000584 issn: 0020-7543 databaseCode: TFW dateStart: 19610101 isFulltext: true titleUrlDefault: https://www.tandfonline.com providerName: Taylor & Francis
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LSwMxEA5aPOjBt1itEtBrym6SbXaPRSwepHio2lvIa33Qh3RrwX_vZDetFZEe9BjIY3cy-WYSZr5B6JJRG2kdc6I4N4Rrx4lmqSERVaIldOJESaX0cCu63bTfz-5CNGERwir9HTqviCJKrPaHW-liHhHnM7jB0HEGtztKm2CzfAYwoDCYfn80e53HLyxO0sDDHBE_ZJ7D89ss36zT-nMZG7nMYPoDsUsz1Nn5hx_YRdvBB8XtSmn20Job7aOtJWbCAzQoE3PJWL9WgIiX9AVa4HG7oR58YL84tmUUCA61abB_2sXgV-IxwNEwhAvhcY7d5KnKgi4wfDp2ISe6OET3neve1Q0JhRmI4UJMSWa1irM00k5HOXXgIpgUXJfcaKFYKmyiskQbl9jUqNxaQAUTZ67FKGulzgjKjlBtNB65Y4RpzgWY6SRRYCepyJRhVljPkseVURGrIz7fEGkCa7kvnjGQ8YLctBKm9MKUQZh11FwMe6toO1YNuIDdXvT1pNs37VvphoWTnkQ_A7CbxXWULWuDnJavKnlVAkWyFSs05qojA04UkvqCYJxB95M_TH2KNqHJfIpkLBqoNp28uzO0YWbTl2JyXp6IT87TBoo
linkProvider	Taylor & Francis
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Lb9QwEB7RglQ4lEdBLBSwBFdXie2sk2OFWG3FsqcFerP8Cg_tA22WSvx7ZhLvElRVPbTHKH4kfnwztub7BuCdFCFzLlfcKuW5clFxJ0vPM2H1ULsi6lZK6ctET6fl-XnV58JQWCWdoetOKKLFatrcdBm9DYkjCjdaOiXxeCfECRotogDvwd0CbS3p589GX_-hcVEmJeaMU50ti-eqZv6zT3vf2-jIvobpJcxuDdHo4W38wiM4TG4oO-3WzWO4E5dP4EFPnPAI5i03l6_czw4TWW_J4BM63XHh5n8Y9c5CGwjCUnoaRre7DF1LtkJEWqSIIbaqWVx_64jQDcNvZzHRopun8Hn0YfZ-zFNuBu6V1hteBWfzqsxcdFktInoJvkTvpfZOW1nqUNiqcD4WofS2DgGBwedVHEohh2X0WshnsL9cLeNzYKJWGi11UVg0lUJX1sugAwnlKettJgegtjNifBIup_wZc5Pv9E27wTQ0mCYN5gBOdtV-dcod11V4i9O9K0u62-PTiYmLJhrS0a8Q7y7yAVT95WA27cVK3WVBMfKaHo63a8ckqGiMoJxgSmLxFzdo-g0cjGefJmZyNv34Eu7jK0mMyVwfw_5m_Tu-gnv-YvOjWb9ut8dfbh4KtA
linkToPdf	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LT9wwEB4BRQgOLY8ilvKwBFejxHbWyRFBVyBWKw7QcrP8Cm21L20WpP77jhPvsqiqOJRjFI-d2ONvxtbMNwCnnLnEmFRQLYSlwnhBDc8tTZiWbWkyL2sqpW9d2evlDw_FbYwmrGJYZThDlw1RRI3VYXOPXTmLiAsZ3GjoBMfTHWNnaLNCBvAyfEDXuR2U_K7z_QWMszwSMSc0yMySeP7VzSvztPyjDo5cpDD9C7JrO9T59A5_sAkfoxNKzhut2YIlP9yGjQVqwh3o15m5dGR-NYhIFhQGn9Dl9gPT_03C4MTVYSAkFqch4W6XoGNJRohHgxgvREYl8ZPHJg26IvjpxMek6Ooz3He-3l1c0ViZgVoh5ZQWzui0yBPjTVIyjz6CzdF3Ka2RmufSZbrIjPWZy60unUNYsGnh25zxdu6tZHwXVoajod8Dwkoh0U5nmUZDyWShLXfSBZo8oa1OeAvEbEGUjbTloXpGX6VzdtNmMlWYTBUnswVnc7Fxw9vxlsAJrva8bWDdvjrvKj-ovAos-gWi3XPagmJRG9S0vlYpmxooir8xwsFMdVQEikqxUBFMcGy-_x9dH8Pa7WVHda97N19gHd_wkC6ZygNYmU6e_CGs2ufpz2pyVG-OPzuKCWY
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=Multi-objective+collaborative+assembly+line+design+problem+with+the+optimisation+of+ergonomics+and+economics&rft.jtitle=International+journal+of+production+research&rft.au=Abdous%2C+Mohammed-Amine&rft.au=Delorme%2C+Xavier&rft.au=Battini%2C+Daria&rft.au=Berger-Douce%2C+Sandrine&rft.date=2023-11-17&rft.pub=Taylor+%26+Francis&rft.issn=0020-7543&rft.eissn=1366-588X&rft.volume=61&rft.issue=22&rft.spage=7830&rft.epage=7845&rft_id=info:doi/10.1080%2F00207543.2022.2153185&rft.externalDocID=2153185
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0020-7543&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0020-7543&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0020-7543&client=summon