Solutions of JDF-Workflow Scheduling Problem using Genetic Algorithm
Based on an object-oriented approach, a scheduling and modeling framework is proposed, which implements modules for the resources and controls applied in this particular industry. For this framework the available JGAP library is extended to enable modeling of networked print production using the same JDF- /JMF-communication algorithms as applied in the real production. This leads toward a realization of JDF Workflow for operation planning and control of networked print production in digital printing factory environment. This paper theoretically describes and defines a method of expression for execution sequence of JDF Process Nodes and Process Group Nodes using Hierarchical Dependence Graph, meanwhile generates the Connectivity Matrix for practical use. In order to prepare the Device data for scheduling software, a small database has been set up, with functions to manage Device resources.
The resolves of limited scheduling problems in the field of traditional and digital printing workflows using genetic algorithm may present its basic principle and algorithms for calculation of Connectivity Matrix of JDF nodes, this shall lead to adding more limitations to broader applications in solving print shop scheduling problems.
Document Type: Research Article
Publication date: 2013-01-01
For more than 30 years, IS&T's series of digital printing conferences have been the leading forum for discussion of advances and new directions in 2D and 3D printing technologies. A comprehensive, industry-wide conference that brings together industry and academia, this meeting includes all aspects of the hardware, materials, software, images, and applications associated with digital printing systems?particularly those involved with additive manufacturing and fabrication?including bio-printing, printed electronics, page-wide, drop-on-demand, desktop and continuous ink jet, toner-based systems, and production digital printing, as well as the engineering capability, optimization, and science involved in these fields. In 2016, the conference changed its name formally to Printing for Fabrication to better reflect the content of the meeting and the evolving technology of printing.
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