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Titlebook: Modelling and Simulation; Exploring Dynamic Sy Louis G. Birta,Gilbert Arbez Textbook 20132nd edition Springer-Verlag London 2013

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書目名稱Modelling and Simulation
副標題Exploring Dynamic Sy
編輯Louis G. Birta,Gilbert Arbez
視頻videohttp://file.papertrans.cn/637/636609/636609.mp4
概述Fully updated and expanded new edition.The only textbook to give a balanced and integrated presentation of modelling and simulation activity for both discrete-event dynamic systems and continuous-time
叢書名稱Simulation Foundations, Methods and Applications
圖書封面Titlebook: Modelling and Simulation; Exploring Dynamic Sy Louis G. Birta,Gilbert Arbez Textbook 20132nd edition Springer-Verlag London 2013
描述.This textbook presents a practical introduction to the fundamental aspects of modelling and simulation. It provides the necessary foundations both for those wishing to learn about this methodology and also for those who have a need to apply it in their work. Illustrative examples are drawn from projects formulated within the domains of both DEDS and CTDS. Features: presents a project-oriented perspective; describes an activity-based conceptual modelling framework (ABCmod) for DEDS; includes a new chapter that presents a novel world view, the Activity-Object world view, which eases the translation of a conceptual model specification in the ABCmod framework into a simulation program; contains numerous illustrative examples, useful algorithms, exercises and projects; includes a primer on probability, a concise guide to the GPSS programming environment and an overview of relevant MATLAB features in the appendices; provides supplementary software and teaching support material at an associated website..
出版日期Textbook 20132nd edition
版次2
doihttps://doi.org/10.1007/978-1-4471-2783-3
isbn_softcover978-1-4471-6836-2
isbn_ebook978-1-4471-2783-3Series ISSN 2195-2817 Series E-ISSN 2195-2825
issn_series 2195-2817
copyrightSpringer-Verlag London 2013
The information of publication is updating

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2195-2817 for both discrete-event dynamic systems and continuous-time.This textbook presents a practical introduction to the fundamental aspects of modelling and simulation. It provides the necessary foundations both for those wishing to learn about this methodology and also for those who have a need to appl
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Modelling and Simulation978-1-4471-2783-3Series ISSN 2195-2817 Series E-ISSN 2195-2825
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Evaluation of?Machine Learning Techniques for?Predicting Run Times of?Scientific Workflow Jobslic regression and evaluate its performance. Interpretability of prediction models and usage of proper performance metrics are also discussed. Experimental evaluation has led to a?number of interesting findings that provide valuable insight on how to apply machine learning techniques to prediction of execution time of computational jobs.
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