Cloud Based Decision Making for Multi-agent Production Systems
نویسندگان
چکیده
The use of multi-agent systems (MAS) as a distributed control method for shop-floor manufacturing applications has been extensively researched. MAS provides new implementation solutions smart requirements such the high dynamism and flexibility required in modern applications. is becoming increasingly important to achieve increased automation machines other components. Emerging technologies like artificial intelligence, cloud-based infrastructures, cloud computing can also provide with intelligent, autonomous, more scalable solutions. In current work, decision-making framework proposed based on combination computing, agent technology, machine learning. demonstrated quality case vision inspection agent-based control. experiment utilizes learning pipeline part classification technology routing. results show applicability real-world scenarios bridging service-oriented architecture production systems.
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Article history: Received 28 March 2011 Received in revised form 9 December 2011 Accepted 9 December 2011 Available online 14 December 2011
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ژورنال
عنوان ژورنال: Lecture Notes in Computer Science
سال: 2021
ISSN: ['1611-3349', '0302-9743']
DOI: https://doi.org/10.1007/978-3-030-86230-5_53