메뉴 건너뛰기




Volumn 33, Issue 3-4, 2007, Pages 323-333

A reinforcement learning approach for developing routing policies in multi-agent production scheduling

Author keywords

Agent based scheduling; Job routing; Q learning algorithm; Reinforcement learning

Indexed keywords

DECISION MAKING; LEARNING ALGORITHMS; MULTI AGENT SYSTEMS; REINFORCEMENT LEARNING; ROUTING ALGORITHMS;

EID: 34547632361     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-006-0465-y     Document Type: Article
Times cited : (22)

References (23)
  • 4
    • 0023830408 scopus 로고
    • Dynamic scheduling in cellular manufacturing systems: A framework for network decision making
    • 2
    • Shaw MJ (1988) Dynamic scheduling in cellular manufacturing systems: A framework for network decision making. J Manuf Sys 7(2):83-94
    • (1988) J Manuf Sys , vol.7 , pp. 83-94
    • Shaw, M.J.1
  • 5
    • 85008031856 scopus 로고    scopus 로고
    • Performance evaluation of contract net-based heterarchical scheduling for flexible manufacturing systems
    • 3
    • Saad A, Kawamura K, Biswas G (1997) Performance evaluation of contract net-based heterarchical scheduling for flexible manufacturing systems. Intell Autonon and Soft Comput 3(3):229-248
    • (1997) Intell Autonon and Soft Comput , vol.3 , pp. 229-248
    • Saad, A.1    Kawamura, K.2    Biswas, G.3
  • 6
    • 9244249675 scopus 로고    scopus 로고
    • An intelligent optimal production scheduling approach using constraint-based search and agent-based collaboration
    • 2
    • Xue D, Sun J, Norrie DH (2001) An intelligent optimal production scheduling approach using constraint-based search and agent-based collaboration. Comput Ind 46(2):209-231
    • (2001) Comput Ind , vol.46 , pp. 209-231
    • Xue, D.1    Sun, J.2    Norrie, D.H.3
  • 10
    • 0032045595 scopus 로고    scopus 로고
    • A dynamic scheduling Holon for manufacturing orders
    • 2
    • Sousa P, Ramos C (1998) A dynamic scheduling Holon for manufacturing orders. J Intell Manuf 9(2):107-112
    • (1998) J Intell Manuf , vol.9 , pp. 107-112
    • Sousa, P.1    Ramos, C.2
  • 11
    • 0032624359 scopus 로고    scopus 로고
    • A distributed architecture and negotiation protocol for scheduling in manufacturing systems
    • 2
    • Sousa P, Ramos C (1999) A distributed architecture and negotiation protocol for scheduling in manufacturing systems. Comput Ind 38(2):103-113
    • (1999) Comput Ind , vol.38 , pp. 103-113
    • Sousa, P.1    Ramos, C.2
  • 12
    • 84950937653 scopus 로고
    • Integrated shop floor control using autonomous agents
    • 3
    • Lin GY, Solberg JJ (1992) Integrated shop floor control using autonomous agents. IIE Trans 24(3):57-71
    • (1992) IIE Trans , vol.24 , pp. 57-71
    • Lin, G.Y.1    Solberg, J.J.2
  • 13
    • 0028730833 scopus 로고
    • An agent-based flexible routing manufacturing control simulation system
    • Lin GY, Solberg JJ (1994) An agent-based flexible routing manufacturing control simulation system. Proc 1994 Winter Simulation Conference, pp 970-977
    • (1994) Proc 1994 Winter Simulation Conference , pp. 970-977
    • Lin, G.Y.1    Solberg, J.J.2
  • 14
    • 0034634815 scopus 로고    scopus 로고
    • Dynamic single machine scheduling under distributed decision making
    • 16
    • Dewan P, Joshi S (2000) Dynamic single machine scheduling under distributed decision making. Int J Prod Res 38(16):3759-3777
    • (2000) Int J Prod Res , vol.38 , pp. 3759-3777
    • Dewan, P.1    Joshi, S.2
  • 15
    • 0009380289 scopus 로고    scopus 로고
    • Implementation of an auction-based distributed scheduling model for a dynamic job shop environment
    • 5
    • Dewan P, Joshi S (2001) Implementation of an auction-based distributed scheduling model for a dynamic job shop environment. Int J Comput Inte Manuf 14(5):446-456
    • (2001) Int J Comput Inte Manuf , vol.14 , pp. 446-456
    • Dewan, P.1    Joshi, S.2
  • 16
    • 0034628954 scopus 로고    scopus 로고
    • An adaptive production control system utilizing agent technology
    • 4
    • Ottaway TA, Burns JR (2000) An adaptive production control system utilizing agent technology. Int J Prod Res 38(4):721-737
    • (2000) Int J Prod Res , vol.38 , pp. 721-737
    • Ottaway, T.A.1    Burns, J.R.2
  • 20
    • 0035124331 scopus 로고    scopus 로고
    • Intelligent dynamic control policies for serial production lines
    • 1
    • Paternina-Arboleda CD, Das TK (2001) Intelligent dynamic control policies for serial production lines. IIE Trans 33(1):65-77
    • (2001) IIE Trans , vol.33 , pp. 65-77
    • Paternina-Arboleda, C.D.1    Das, T.K.2
  • 22
    • 0034325416 scopus 로고    scopus 로고
    • Dynamic job-shop scheduling using reinforcement learning agents
    • 2
    • Aydin EM, Oztemel E (2000) Dynamic job-shop scheduling using reinforcement learning agents. Robot Autonom Syst 33(2):169-178
    • (2000) Robot Autonom Syst , vol.33 , pp. 169-178
    • Aydin, E.M.1    Oztemel, E.2
  • 23
    • 0029276036 scopus 로고
    • Temporal difference learning and TD-Gammon
    • 3
    • Tesauro GJ (1995) Temporal difference learning and TD-Gammon. Commun ACM 38(3):58-68
    • (1995) Commun ACM , vol.38 , pp. 58-68
    • Tesauro, G.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.