Parallel machine scheduling with tool loading: a constraint programming approachparallel machinesschedulingconstraint programmingmakespantool loadingIntroduction The effective modelling of combinatorial (optimization) problems (COPs) as constraint programs is both difficult, even for application domain experts, and...
Özpeynirci S, Gökgür B, Hnich B (2016) Parallel machine scheduling with tool loading. Appl Math Model 40(9):5660–5671. https://doi.org/10.1016/j.apm.2016.01.006 Article MathSciNet MATH Google Scholar Pan Z, Lei D, Zhang Q (2018) A new imperialist competitive algorithm for...
(2011) developed a polynomial time solution for the unrelated parallel machine scheduling problem with past-sequence-dependent setup times and learning effects with the objective of minimizing ∑Cj. They also addressed two special cases of the problem. Kuo, Hsu, and Yang (2011) addressed the same...
Pinedo ML (2008) Scheduling theory, algorithms, and systems, 3rd edn. Springer, New York MATH Google Scholar Quiroga OD, Zebellos LJ, Henning GP (2004) Machine loading, tool allocation and scheduling problems in flexible manufacturing systems. Intell Comput Manuf Eng 4:73–78 Google Scholar ...
You can use the toolbox with Simulink® to run multiple simulations of a model in parallel. Programs and models can run in both interactive and batch modes.Statistics and Machine Learning Toolbox™ is a tool that provides functions and apps to describe, analyze, and model data. You can ...
As a side effect, it opens up the possibility to gain speed through running machine code, even in single-threaded mode. At the same time, it’s not the ultimate portable solution. Your native library of choice may not have a corresponding Python binding, which means you couldn’t call ...
In addition, 34 The Landscape of Parallel Computing Research: A View From Berkeley because the program is not over-specified, the system has quite a bit of freedom in mapping and scheduling that in theory can be used to optimize performance. Delivering on this promise is, however, still an ...
You also need to specify the security group associated with the File Cache. Under theHeadNodesection and theSchedulingsection, enter the security group ID you just created in Step 1 (note that this entry has to be defined underboththeHeadNodeandtheSchedulingsection,...
Multithreaded Geant4: Semi-automatic Transformation 301 5 Related Work Some multithreading work for linear algebra algorithms are: PLASMA [15], which addresses the scheduling framework; and PLUTO [16] and its variant [17], which addresses the compiler-assisted parallelization, optimization and schedul...
For the parallel machine scheduling problem with sequence-dependent setups that have different setup times depending on the pair of a job type and a machine [18], an NN-based scheduler was proposed, and its scheduling performances outperform the heuristic schedulers by 6%. Although NN-based ...