Optimal feedback production planning in a stochastic N-machine flowshop
We consider a production planning problem in an N-machine flowshop subject to breakdown and repair of machines and to non-negativity constraints on work-in-process. The machine capacities and demand processes are assumed to be finite-state Markov chains. The problem is to choose the rates of product...
Uloženo v:
| Vydáno v: | Automatica (Oxford) Ročník 31; číslo 9; s. 1325 - 1332 |
|---|---|
| Hlavní autoři: | , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Elsevier Ltd
01.09.1995
|
| Témata: | |
| ISSN: | 0005-1098, 1873-2836 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | We consider a production planning problem in an
N-machine flowshop subject to breakdown and repair of machines and to non-negativity constraints on work-in-process. The machine capacities and demand processes are assumed to be finite-state Markov chains. The problem is to choose the rates of production on the
N machines over time to minimize the expected discounted cost of production and inventory/backlog over an infinite horizon. It is formulated as a stochastic dynamic programming problem. We show that the value function of the problem is locally Lipschitz and is a solution to a dynamic programming equation together with a certain boundary condition. We provide an interpretation of the boundary condition. We also prove a verification theorem and derive the optimal feedback control policy in terms of the directional derivatives of the value function. Finally, we obtain a deterministic optimal control problem that is equivalent to the stochastic production planning problem under consideration. |
|---|---|
| AbstractList | We consider a production planning problem in an
N-machine flowshop subject to breakdown and repair of machines and to non-negativity constraints on work-in-process. The machine capacities and demand processes are assumed to be finite-state Markov chains. The problem is to choose the rates of production on the
N machines over time to minimize the expected discounted cost of production and inventory/backlog over an infinite horizon. It is formulated as a stochastic dynamic programming problem. We show that the value function of the problem is locally Lipschitz and is a solution to a dynamic programming equation together with a certain boundary condition. We provide an interpretation of the boundary condition. We also prove a verification theorem and derive the optimal feedback control policy in terms of the directional derivatives of the value function. Finally, we obtain a deterministic optimal control problem that is equivalent to the stochastic production planning problem under consideration. |
| Author | Sethi, Suresh Zhang, Qing Presman, Ernst |
| Author_xml | – sequence: 1 givenname: Ernst surname: Presman fullname: Presman, Ernst organization: Central Economics and Mathematical Institute of the Russian Academy of Sciences, Moscow, Russia – sequence: 2 givenname: Suresh surname: Sethi fullname: Sethi, Suresh email: sethi@fmgmt.mgmt.utoronto.ca organization: Faculty of Management, University of Toronto, Toronto, Ontario, Canada M5S 1V4 – sequence: 3 givenname: Qing surname: Zhang fullname: Zhang, Qing organization: Department of Mathematics, University of Georgia, Athens, GA 30602, U.S.A |
| BookMark | eNqFkLFOwzAQhi1UJNrCGzB4hCFgJ07iMiChCgpSRReYLfdypobUjmwD4u1JKGJggOl00n2_7vsnZOS8Q0KOOTvjjFfnjLEy42wmT2blab8Ilok9MuayLrJcFtWIjH9ODsgkxufhiMt8TBarLtmtbqlBbNYaXmgXfPMKyXpHu1Y7Z90TtY5qGpOHjY7JAr3Ptho21iE1rX-PG98dkn2j24hH33NKHm-uH-a32XK1uJtfLTMoapayWjNkRqAREjWwXBhTlJoZhijWiFBoNLyCRiBvRCPXQgNUEhjURktd58WUXOxyIfgYAxoFNunh2xS0bRVnaqhEDb5q8FWzUn1VokQPi19wF3r58PEfdrnDsBd7sxhUBIsOsLEBIanG278DPgFpSnwY |
| CitedBy_id | crossref_primary_10_1080_00207543_2018_1442948 crossref_primary_10_1287_moor_26_2_401_10560 crossref_primary_10_1007_s10845_008_0156_7 crossref_primary_10_1023_A_1019272811055 crossref_primary_10_1023_A_1008256409920 crossref_primary_10_1080_00207729808929492 crossref_primary_10_1007_s10479_009_0668_3 crossref_primary_10_1109_9_751363 crossref_primary_10_1016_j_automatica_2005_12_006 crossref_primary_10_1109_TRA_2002_807553 crossref_primary_10_1109_TEM_2017_2739799 crossref_primary_10_1109_TAC_2003_821529 crossref_primary_10_1080_0740817X_2010_491498 crossref_primary_10_1016_j_ejor_2007_04_028 crossref_primary_10_1016_j_cor_2007_01_017 crossref_primary_10_1016_j_eswa_2020_113734 crossref_primary_10_1080_09537280903232354 crossref_primary_10_1007_s10957_009_9593_5 crossref_primary_10_1109_9_863593 crossref_primary_10_3390_app15137408 crossref_primary_10_1023_B_ANOR_0000011190_86293_c1 crossref_primary_10_1080_00207543_2012_662305 crossref_primary_10_1109_9_928605 crossref_primary_10_1287_msom_4_2_133_281 crossref_primary_10_1109_70_554343 crossref_primary_10_1006_jmaa_2000_7400 crossref_primary_10_1080_07408170802375760 crossref_primary_10_1080_00207540600920868 |
| Cites_doi | 10.1016/0377-2217(94)90269-0 10.1137/0313020 10.1287/moor.17.4.932 10.1007/BF02283605 10.1007/BF02096607 10.1016/0377-2217(94)90262-3 10.1080/07408179308964312 10.1080/17442508508833338 10.1109/TAC.1986.1104206 10.1109/9.328820 10.1147/rd.294.0392 10.1080/05695558308974659 10.1109/66.44620 10.1080/00207549408956938 10.1109/ACC.1994.735255 10.1080/17442509208833796 |
| ContentType | Journal Article |
| Copyright | 1995 |
| Copyright_xml | – notice: 1995 |
| DBID | AAYXX CITATION |
| DOI | 10.1016/0005-1098(95)00040-4 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1873-2836 |
| EndPage | 1332 |
| ExternalDocumentID | 10_1016_0005_1098_95_00040_4 0005109895000404 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 1B1 1~. 1~5 23N 3R3 4.4 457 4G. 5GY 5VS 6TJ 7-5 71M 8P~ 9JN 9JO AAAKF AAAKG AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AARIN AAXUO ABDEX ABFNM ABFRF ABJNI ABMAC ABUCO ABXDB ABYKQ ACBEA ACDAQ ACGFO ACGFS ACNNM ACRLP ADBBV ADEZE ADIYS ADMUD ADTZH AEBSH AECPX AEFWE AEKER AENEX AFFNX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AHPGS AI. AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ APLSM ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC CS3 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HAMUX HLZ HVGLF HZ~ H~9 IHE J1W JJJVA K-O KOM LG9 LY7 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ RXW SBC SDF SDG SDP SES SET SEW SPC SPCBC SSB SSD SST SSZ T5K T9H TAE TN5 VH1 WH7 WUQ X6Y XFK XPP ZMT ~G- 77I 9DU AATTM AAXKI AAYWO AAYXX ABUFD ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS ~HD |
| ID | FETCH-LOGICAL-c370t-7a0e0f4ef48eac024ff35a0f0ee4beec3aef16cd4e1d4d8b4acc68c0c7fa8a723 |
| ISICitedReferencesCount | 41 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=0005109895000404&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0005-1098 |
| IngestDate | Sat Nov 29 05:35:54 EST 2025 Tue Nov 18 22:29:25 EST 2025 Fri Feb 23 02:34:51 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 9 |
| Keywords | stochastic jump processes flowshops feedback control dynamic programming optimal control piecewise-deterministic processes Manufacturing systems |
| Language | English |
| License | https://www.elsevier.com/tdm/userlicense/1.0 |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c370t-7a0e0f4ef48eac024ff35a0f0ee4beec3aef16cd4e1d4d8b4acc68c0c7fa8a723 |
| PageCount | 8 |
| ParticipantIDs | crossref_citationtrail_10_1016_0005_1098_95_00040_4 crossref_primary_10_1016_0005_1098_95_00040_4 elsevier_sciencedirect_doi_10_1016_0005_1098_95_00040_4 |
| PublicationCentury | 1900 |
| PublicationDate | 1995-09-01 |
| PublicationDateYYYYMMDD | 1995-09-01 |
| PublicationDate_xml | – month: 09 year: 1995 text: 1995-09-01 day: 01 |
| PublicationDecade | 1990 |
| PublicationTitle | Automatica (Oxford) |
| PublicationYear | 1995 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Lou, Kager (BIB13) 1989; 2 Sethi, Zhang, Zhou (BIB25) 1993 Presman, Sonin (BIB17) 1982 Van Ryzin (BIB27) 1987 Akella, Kumar (BIB1) 1986; AC-31 Buzacott, Shanthikumar (BIB3) 1993 Ioffe, Tihomirov (BIB10) 1974 Samaratunga, Sethi, Zhou (BIB19) 1994 Gershwin, Akella, Choong (BIB7) 1985; 29 Sethi, Zhou (BIB21) 1994 Davis (BIB4) 1993 Haurie, Leizarowitz, Van Delft (BIB9) 1994; 73 Rishel (BIB18) 1975; 13 Sethi, Zhou (BIB22) 1994; AC-39 Bai, Gershwin (BIB2) 1994; 32 Gershwin (BIB6) 1994 Sethi, Zhang, Zhou (BIB24) 1992; 41 Yan (BIB30) 1994 Kimemia, Gershwin (BIB11) 1983; 15 Kushner, Dupuis (BIB12) 1992 Lou, Van Ryzin (BIB14) 1989; 17 Fleming, Rishel (BIB5) 1975 Sethi, Zhang (BIB20) 1994 Sethi, Soner, Zhang, Jiang (BIB23) 1992; 17 Vermes (BIB29) 1985; 14 Song, Tu, Lou (BIB26) 1992 Van Ryzin, Lou, Gershwin (BIB28) 1993; 25 Lou, Sethi, Zhang (BIB15) 1994; 73 Perkins, Kumar (BIB16) 1994 Haurie, Van Delft (BIB8) 1991; 29 Buzacott (10.1016/0005-1098(95)00040-4_BIB3) 1993 Bai (10.1016/0005-1098(95)00040-4_BIB2) 1994; 32 Lou (10.1016/0005-1098(95)00040-4_BIB15) 1994; 73 Sethi (10.1016/0005-1098(95)00040-4_BIB21) 1994 Akella (10.1016/0005-1098(95)00040-4_BIB1) 1986; AC-31 Sethi (10.1016/0005-1098(95)00040-4_BIB22) 1994; AC-39 Davis (10.1016/0005-1098(95)00040-4_BIB4) 1993 Lou (10.1016/0005-1098(95)00040-4_BIB14) 1989; 17 Gershwin (10.1016/0005-1098(95)00040-4_BIB7) 1985; 29 Gershwin (10.1016/0005-1098(95)00040-4_BIB6) 1994 Kimemia (10.1016/0005-1098(95)00040-4_BIB11) 1983; 15 Lou (10.1016/0005-1098(95)00040-4_BIB13) 1989; 2 Van Ryzin (10.1016/0005-1098(95)00040-4_BIB27) 1987 Song (10.1016/0005-1098(95)00040-4_BIB26) 1992 Sethi (10.1016/0005-1098(95)00040-4_BIB20) 1994 Kushner (10.1016/0005-1098(95)00040-4_BIB12) 1992 Presman (10.1016/0005-1098(95)00040-4_BIB17) 1982 Perkins (10.1016/0005-1098(95)00040-4_BIB16) 1994 Sethi (10.1016/0005-1098(95)00040-4_BIB25) 1993 Haurie (10.1016/0005-1098(95)00040-4_BIB9) 1994; 73 Vermes (10.1016/0005-1098(95)00040-4_BIB29) 1985; 14 Sethi (10.1016/0005-1098(95)00040-4_BIB23) 1992; 17 Fleming (10.1016/0005-1098(95)00040-4_BIB5) 1975 Sethi (10.1016/0005-1098(95)00040-4_BIB24) 1992; 41 Rishel (10.1016/0005-1098(95)00040-4_BIB18) 1975; 13 Haurie (10.1016/0005-1098(95)00040-4_BIB8) 1991; 29 Van Ryzin (10.1016/0005-1098(95)00040-4_BIB28) 1993; 25 Ioffe (10.1016/0005-1098(95)00040-4_BIB10) 1974 Yan (10.1016/0005-1098(95)00040-4_BIB30) 1994 Samaratunga (10.1016/0005-1098(95)00040-4_BIB19) 1994 |
| References_xml | – year: 1994 ident: BIB6 publication-title: Manufacturing Systems Engineering – year: 1994 ident: BIB21 article-title: Feedback controls in two machine flowshops: parts I and II publication-title: Working papers – start-page: 2074 year: 1993 end-page: 2079 ident: BIB25 article-title: Hierarchical controls in a stochastic two-machine flowshop with a finite internal buffer publication-title: Proc. 31st IEEE Conf. on Decision and Control – year: 1994 ident: BIB20 publication-title: Hierarchical Decision Making in Stochastic Manufacturing Systems – volume: 73 start-page: 237 year: 1994 end-page: 251 ident: BIB9 article-title: Boundedly optimal control of piecewise deterministic processes publication-title: Eur. J. Oper. Res. – volume: 32 start-page: 365 year: 1994 end-page: 385 ident: BIB2 article-title: Scheduling manufacturing systems with work-in-process inventory control: multiple-part-type systems publication-title: Int. J. Production Res. – volume: 13 start-page: 338 year: 1975 end-page: 371 ident: BIB18 article-title: Dynamic programming and minimum principles for systems with jump Markov disturbances publication-title: SIAM J. Control – year: 1994 ident: BIB30 article-title: Threshold production control policies in dynamic stochastic manufacturing systems publication-title: PhD thesis – year: 1994 ident: BIB16 article-title: Optimal control of pull manufacturing systems publication-title: Working paper – year: 1982 ident: BIB17 publication-title: Sequential Control with Incomplete Information – volume: 41 start-page: 89 year: 1992 end-page: 118 ident: BIB24 article-title: Hierarchical controls in stochastic manufacutring systems with machines in tandem publication-title: Stochastic and Stochastics Rep. – volume: AC-39 start-page: 2061 year: 1994 end-page: 2076 ident: BIB22 article-title: Stochastic dynamic jobshops and hierarchical production planning publication-title: IEEE Trans. Autom. Control – year: 1992 ident: BIB12 publication-title: Numerical Methods for Stochastic Control Problems in Continuous Time – volume: 73 start-page: 331 year: 1994 end-page: 345 ident: BIB15 article-title: Optimal feedback production planning in a stochastic two-machine flowshop publication-title: Eur. J. Oper. Res. – volume: 17 start-page: 932 year: 1992 end-page: 950 ident: BIB23 article-title: Turnpike sets and their analysis in stochastic production planning problems publication-title: Math. Oper. Res. – year: 1975 ident: BIB5 publication-title: Deterministic and Stochastic Optimal Control – year: 1994 ident: BIB19 article-title: Computational evaluation of hierarchical production control policies for stochastic manufacturing systems publication-title: Working paper – volume: 2 start-page: 159 year: 1989 end-page: 164 ident: BIB13 article-title: A robust production control policy for VLSI wafer fabrication publication-title: IEEE Trans. Semiconductor Manuf. – volume: 29 start-page: 351 year: 1991 end-page: 374 ident: BIB8 article-title: Turnpike properties for a class of piecewise deterministic control systems publication-title: Ann. Oper. Res. – volume: AC-31 start-page: 116 year: 1986 end-page: 126 ident: BIB1 article-title: Optimal control of production rate in a failure-prone manufacturing system publication-title: IEEE Trans. Autom. Control – start-page: 1655 year: 1992 end-page: 1656 ident: BIB26 article-title: Parameter optimization of a control policy for unreliable manufacturing systems publication-title: Proc. 31st IEEE Conf. on Decision and Control – year: 1987 ident: BIB27 article-title: Control of manufacturing systems with delays publication-title: MIT EECS MS thesis – year: 1993 ident: BIB3 publication-title: Stochastic Models of Manufacturing Systems – volume: 14 start-page: 165 year: 1985 end-page: 207 ident: BIB29 article-title: Optimal control of piecewise deterministic Markov process publication-title: Stochastics – volume: 25 start-page: 5 year: 1993 end-page: 20 ident: BIB28 article-title: Production control for a tandem two-machine system publication-title: IIE Trans. – year: 1974 ident: BIB10 publication-title: Theory of Extremal Problems – volume: 15 start-page: 353 year: 1983 end-page: 362 ident: BIB11 article-title: An algorithm for the computer control production in flexible manufacturing systems publication-title: IIE Trans. – year: 1993 ident: BIB4 publication-title: Markov Models and Optimization – volume: 17 start-page: 233 year: 1989 end-page: 248 ident: BIB14 article-title: Optimal control rules for scheduling jobshops publication-title: Ann. Oper. Res. – volume: 29 start-page: 392 year: 1985 end-page: 400 ident: BIB7 article-title: Short-term production scheduling of an automated manufacturing facility publication-title: IBM J. Res. Dev. – volume: 73 start-page: 331 year: 1994 ident: 10.1016/0005-1098(95)00040-4_BIB15 article-title: Optimal feedback production planning in a stochastic two-machine flowshop publication-title: Eur. J. Oper. Res. doi: 10.1016/0377-2217(94)90269-0 – year: 1994 ident: 10.1016/0005-1098(95)00040-4_BIB30 article-title: Threshold production control policies in dynamic stochastic manufacturing systems – volume: 13 start-page: 338 year: 1975 ident: 10.1016/0005-1098(95)00040-4_BIB18 article-title: Dynamic programming and minimum principles for systems with jump Markov disturbances publication-title: SIAM J. Control doi: 10.1137/0313020 – year: 1993 ident: 10.1016/0005-1098(95)00040-4_BIB3 – year: 1974 ident: 10.1016/0005-1098(95)00040-4_BIB10 – year: 1987 ident: 10.1016/0005-1098(95)00040-4_BIB27 article-title: Control of manufacturing systems with delays publication-title: MIT EECS MS thesis – volume: 17 start-page: 932 year: 1992 ident: 10.1016/0005-1098(95)00040-4_BIB23 article-title: Turnpike sets and their analysis in stochastic production planning problems publication-title: Math. Oper. Res. doi: 10.1287/moor.17.4.932 – volume: 29 start-page: 351 year: 1991 ident: 10.1016/0005-1098(95)00040-4_BIB8 article-title: Turnpike properties for a class of piecewise deterministic control systems publication-title: Ann. Oper. Res. doi: 10.1007/BF02283605 – year: 1982 ident: 10.1016/0005-1098(95)00040-4_BIB17 – year: 1994 ident: 10.1016/0005-1098(95)00040-4_BIB6 – year: 1992 ident: 10.1016/0005-1098(95)00040-4_BIB12 – volume: 17 start-page: 233 year: 1989 ident: 10.1016/0005-1098(95)00040-4_BIB14 article-title: Optimal control rules for scheduling jobshops publication-title: Ann. Oper. Res. doi: 10.1007/BF02096607 – volume: 73 start-page: 237 year: 1994 ident: 10.1016/0005-1098(95)00040-4_BIB9 article-title: Boundedly optimal control of piecewise deterministic processes publication-title: Eur. J. Oper. Res. doi: 10.1016/0377-2217(94)90262-3 – volume: 25 start-page: 5 year: 1993 ident: 10.1016/0005-1098(95)00040-4_BIB28 article-title: Production control for a tandem two-machine system publication-title: IIE Trans. doi: 10.1080/07408179308964312 – volume: 14 start-page: 165 year: 1985 ident: 10.1016/0005-1098(95)00040-4_BIB29 article-title: Optimal control of piecewise deterministic Markov process publication-title: Stochastics doi: 10.1080/17442508508833338 – year: 1975 ident: 10.1016/0005-1098(95)00040-4_BIB5 – volume: AC-31 start-page: 116 year: 1986 ident: 10.1016/0005-1098(95)00040-4_BIB1 article-title: Optimal control of production rate in a failure-prone manufacturing system publication-title: IEEE Trans. Autom. Control doi: 10.1109/TAC.1986.1104206 – year: 1994 ident: 10.1016/0005-1098(95)00040-4_BIB19 article-title: Computational evaluation of hierarchical production control policies for stochastic manufacturing systems – volume: AC-39 start-page: 2061 year: 1994 ident: 10.1016/0005-1098(95)00040-4_BIB22 article-title: Stochastic dynamic jobshops and hierarchical production planning publication-title: IEEE Trans. Autom. Control doi: 10.1109/9.328820 – start-page: 1655 year: 1992 ident: 10.1016/0005-1098(95)00040-4_BIB26 article-title: Parameter optimization of a control policy for unreliable manufacturing systems – year: 1994 ident: 10.1016/0005-1098(95)00040-4_BIB21 article-title: Feedback controls in two machine flowshops: parts I and II – volume: 29 start-page: 392 year: 1985 ident: 10.1016/0005-1098(95)00040-4_BIB7 article-title: Short-term production scheduling of an automated manufacturing facility publication-title: IBM J. Res. Dev. doi: 10.1147/rd.294.0392 – volume: 15 start-page: 353 year: 1983 ident: 10.1016/0005-1098(95)00040-4_BIB11 article-title: An algorithm for the computer control production in flexible manufacturing systems publication-title: IIE Trans. doi: 10.1080/05695558308974659 – year: 1994 ident: 10.1016/0005-1098(95)00040-4_BIB20 – start-page: 2074 year: 1993 ident: 10.1016/0005-1098(95)00040-4_BIB25 article-title: Hierarchical controls in a stochastic two-machine flowshop with a finite internal buffer – year: 1993 ident: 10.1016/0005-1098(95)00040-4_BIB4 – volume: 2 start-page: 159 year: 1989 ident: 10.1016/0005-1098(95)00040-4_BIB13 article-title: A robust production control policy for VLSI wafer fabrication publication-title: IEEE Trans. Semiconductor Manuf. doi: 10.1109/66.44620 – volume: 32 start-page: 365 year: 1994 ident: 10.1016/0005-1098(95)00040-4_BIB2 article-title: Scheduling manufacturing systems with work-in-process inventory control: multiple-part-type systems publication-title: Int. J. Production Res. doi: 10.1080/00207549408956938 – year: 1994 ident: 10.1016/0005-1098(95)00040-4_BIB16 article-title: Optimal control of pull manufacturing systems doi: 10.1109/ACC.1994.735255 – volume: 41 start-page: 89 year: 1992 ident: 10.1016/0005-1098(95)00040-4_BIB24 article-title: Hierarchical controls in stochastic manufacutring systems with machines in tandem publication-title: Stochastic and Stochastics Rep. doi: 10.1080/17442509208833796 |
| SSID | ssj0004182 |
| Score | 1.6531141 |
| Snippet | We consider a production planning problem in an
N-machine flowshop subject to breakdown and repair of machines and to non-negativity constraints on... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 1325 |
| SubjectTerms | dynamic programming feedback control flowshops Manufacturing systems optimal control piecewise-deterministic processes stochastic jump processes |
| Title | Optimal feedback production planning in a stochastic N-machine flowshop |
| URI | https://dx.doi.org/10.1016/0005-1098(95)00040-4 |
| Volume | 31 |
| WOSCitedRecordID | wos0005109895000404&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: 1873-2836 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0004182 issn: 0005-1098 databaseCode: AIEXJ dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELZgywEOFU9RKMgHDqBVRB52bB9X1ZaHUAFRpL1FjmOrVUt2tZu2-_MZO7YToarQA5cochwn8XyaGU_G3yD0hmljmJSwNskbk5CG5UldCJLUgtDaXlLGkbh-YUdHfLEQ33xK0MaVE2Bty7dbsfqvooY2ELbdOnsLccdBoQHOQehwBLHD8Z8E_xWUwC-7LRHsUi3VmU3BanqOWFsz2pUoslEOOQW_T51IS9Q8BX3qsir11JwvrzYny9XYa51ddEtH7SodO-m2T4iPIQSbxuEDqfN1u4mJND9050oGg3aCHjHuHGPU34PZbPw2PBrTqgZNahlM-wrSQZMW2QgxYqQWYclLRyYW1sX5teq7jyTEseGTBIXPSV3eIxlMVvhN_4cli_mFIXXNjmT_sfNK0MqNUpG7aCdnVPAJ2pl9mi8-D7toM95zy_unh42WWfk-tr0V9J1_m-sdmZFzcvwQ7fpVBZ71aHiE7uj2MXow4pp8gj54XOCACzzgAgdc4NMWSzzgAkdc4ICLp-jn4fz44GPiq2gkqmBplzCZ6tQQbQgHIwsumTEFlalJtSa11qqQ2mSlaojOGtLwmkilSq5SxYzkkuXFMzRpl61-jjCBOWqgs2U9JJKXQual1lLSAvxwzcQeKsKUVMpTzNtKJ-fVTQLZQ0m8a9VTrPylPwuzXXk3sXf_KoDRjXe-uOWTXqL7A_b30aRbX-hX6J667E4369ceP78BfgGCFw |
| 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=Optimal+feedback+production+planning+in+a+stochastic+N-machine+flowshop&rft.jtitle=Automatica+%28Oxford%29&rft.au=Presman%2C+Ernst&rft.au=Sethi%2C+Suresh&rft.au=Zhang%2C+Qing&rft.date=1995-09-01&rft.issn=0005-1098&rft.volume=31&rft.issue=9&rft.spage=1325&rft.epage=1332&rft_id=info:doi/10.1016%2F0005-1098%2895%2900040-4&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_0005_1098_95_00040_4 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0005-1098&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0005-1098&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0005-1098&client=summon |