A Study on Real-time Scheduling for Holonic Manufacturing Systems - Application of Reinforcement Learning -

Service Robotics and Mechatronics ◽

10.1007/978-1-84882-694-6_35 ◽

2010 ◽

pp. 201-204 ◽

Author(s):

Koji Iwamura ◽

Norihisa Mayumi ◽

Yoshitaka Tanimizu ◽

Nobuhiro Sugimura

Keyword(s):

Reinforcement Learning ◽

Real Time ◽

Manufacturing Systems ◽

Real Time Scheduling ◽

Time Scheduling ◽

Holonic Manufacturing Systems ◽

Holonic Manufacturing

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1510 A study on a real-time scheduling of Holonic Manufacturing Systems : Evaluation criteria of utility values based on reinforcement learning for holons

The Proceedings of Conference of Kansai Branch ◽

10.1299/jsmekansai.2006.81._15-10_ ◽

2006 ◽

Vol 2006.81 (0) ◽

pp. _15-10_

Author(s):

Yota SEKI ◽

Koji IWAMURA ◽

Yoshitaka TANIMIZU ◽

Nobuhiro SUGIMURA

Keyword(s):

Reinforcement Learning ◽

Real Time ◽

Manufacturing Systems ◽

Evaluation Criteria ◽

Real Time Scheduling ◽

Utility Values ◽

Time Scheduling ◽

Holonic Manufacturing Systems ◽

Holonic Manufacturing

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A Study on Real-Time Scheduling for Holonic Manufacturing Systems – Determination of Utility Values Based on Multi-agent Reinforcement Learning

Holonic and Multi-Agent Systems for Manufacturing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-03668-2_13 ◽

2009 ◽

pp. 135-144 ◽

Author(s):

Koji Iwamura ◽

Norihisa Mayumi ◽

Yoshitaka Tanimizu ◽

Nobuhiro Sugimura

Keyword(s):

Reinforcement Learning ◽

Real Time ◽

Manufacturing Systems ◽

Real Time Scheduling ◽

Utility Values ◽

Time Scheduling ◽

Multi Agent ◽

Holonic Manufacturing Systems ◽

Holonic Manufacturing

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201 Real-time scheduling method using reinforcement learning for Holonic Manufacturing Systems

The proceedings of the JSME annual meeting ◽

10.1299/jsmemecjo.2006.4.0_1 ◽

2006 ◽

Vol 2006.4 (0) ◽

pp. 1-2

Author(s):

Koji IWAMURA ◽

Yoshitaka TANIMIZU ◽

Nobuhiro SUGIMURA

Keyword(s):

Reinforcement Learning ◽

Real Time ◽

Manufacturing Systems ◽

Real Time Scheduling ◽

Time Scheduling ◽

Scheduling Method ◽

Holonic Manufacturing Systems ◽

Holonic Manufacturing

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2108 Simulation based real-time scheduling for Holonic Manufacturing Systems

The Proceedings of Manufacturing Systems Division Conference ◽

10.1299/jsmemsd.2006.33 ◽

2006 ◽

Vol 2006 (0) ◽

pp. 33-34

Author(s):

Atsushi NAKANO ◽

Koji IWAMURA ◽

Yoshitaka TANIMIZU ◽

Nobuhiro SUGIMURA

Keyword(s):

Real Time ◽

Manufacturing Systems ◽

Real Time Scheduling ◽

Simulation Based ◽

Time Scheduling ◽

Holonic Manufacturing Systems ◽

Holonic Manufacturing

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2101 A study on a real-time scheduling of Holonic Manufacturing Systems : Labor holons which execute machining process and transportation process

The Proceedings of Manufacturing Systems Division Conference ◽

10.1299/jsmemsd.2006.19 ◽

2006 ◽

Vol 2006 (0) ◽

pp. 19-20

Author(s):

Koji IWAMURA ◽

Shinya KUWAHARA ◽

Yoshitaka TANIMIZU ◽

Nobuhiro SUGIMURA

Keyword(s):

Real Time ◽

Manufacturing Systems ◽

Machining Process ◽

Real Time Scheduling ◽

Transportation Process ◽

Time Scheduling ◽

Holonic Manufacturing Systems ◽

Holonic Manufacturing

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4109 A study on a real-time scheduling of Holonic Manufacturing Systems : Determination of effectiveness values based on expectation value of objective function

The Proceedings of Manufacturing Systems Division Conference ◽

10.1299/jsmemsd.2005.53 ◽

2005 ◽

Vol 2005 (0) ◽

pp. 53-54

Author(s):

Koji IWAMURA ◽

Atsushi NAKANO ◽

Yoshitaka TANIMIZU ◽

Nobuhiro SUGIMURA

Keyword(s):

Objective Function ◽

Real Time ◽

Manufacturing Systems ◽

Expectation Value ◽

Real Time Scheduling ◽

Time Scheduling ◽

Holonic Manufacturing Systems ◽

Holonic Manufacturing

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A Study on A Real-Time Scheduling of Holonic Manufacturing Systems (2nd Report, Determination of Effectiveness Values Based on Estimation of Future Status of HMS)

TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series C ◽

10.1299/kikaic.70.3625 ◽

2004 ◽

Vol 70 (700) ◽

pp. 3625-3630

Author(s):

Koji IWAMURA ◽

Yutaka MORISHITA ◽

Yoshitaka TANIMIZU ◽

Nobuhiro SUGIMURA

Keyword(s):

Real Time ◽

Manufacturing Systems ◽

Real Time Scheduling ◽

Time Scheduling ◽

Holonic Manufacturing Systems ◽

Holonic Manufacturing ◽

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1102 Real-time scheduling based on utility values for Holonic Manufacturing Systems : Method for estimation of future status by all holons

The Proceedings of Manufacturing Systems Division Conference ◽

10.1299/jsmemsd.2007.9 ◽

2007 ◽

Vol 2007 (0) ◽

pp. 9-10

Author(s):

Koji IWAMURA ◽

Yoshitaka TANIMIZU ◽

Nobuhiro SUGIMURA

Keyword(s):

Real Time ◽

Manufacturing Systems ◽

Real Time Scheduling ◽

Utility Values ◽

Time Scheduling ◽

Holonic Manufacturing Systems ◽

Holonic Manufacturing ◽

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A Study on Real-Time Scheduling of Holonic Manufacturing Systems (5th Report, Estimation Method of Future Status Without Decision Criteria of Other Holons)

TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series C ◽

10.1299/kikaic.74.1662 ◽

2008 ◽

Vol 74 (742) ◽

pp. 1662-1668 ◽

Author(s):

Koji IWAMURA ◽

Atsushi NAKANO ◽

Yoshitaka TANIMIZU ◽

Nobuhiro SUGIMURA

Keyword(s):

Real Time ◽

Manufacturing Systems ◽

Estimation Method ◽

Decision Criteria ◽

Real Time Scheduling ◽

Time Scheduling ◽

Holonic Manufacturing Systems ◽

Holonic Manufacturing ◽

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Real-time scheduling for holonic manufacturing systems based on estimation of future status

International Journal of Production Research ◽

10.1080/00207540600847129 ◽

2006 ◽

Vol 44 (18-19) ◽

pp. 3657-3675 ◽

Author(s):

K. Iwamura ◽

N. Okubo ◽

Y. Tanimizu ◽

N. Sugimura

Keyword(s):

Real Time ◽

Manufacturing Systems ◽

Real Time Scheduling ◽

Time Scheduling ◽

Holonic Manufacturing Systems ◽

Holonic Manufacturing ◽

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