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Modeling and simula...
Modeling and simulation of large-scale systems : A systematic comparison of modeling paradigms
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- Schweiger, G. (författare)
- Graz University of Technology, Graz, Austria
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- Nilsson, H. (författare)
- University of Nottingham, Nottingham, United Kingdom
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- Schöggl, Josef-Peter (författare)
- KTH,Farkostteknik och Solidmekanik,KTH, Royal Institute of Technology, Sweden
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- Birk, Wolfgang, 1968- (författare)
- Luleå tekniska universitet,Signaler och system
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- Posch, A. (författare)
- University of Graz, Graz, Austria
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(creator_code:org_t)
- Elsevier BV, 2020
- 2020
- Engelska.
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Ingår i: Applied Mathematics and Computation. - : Elsevier BV. - 0096-3003 .- 1873-5649. ; 365
- Relaterad länk:
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https://nottingham-r...
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https://ltu.diva-por... (primary) (Raw object)
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https://urn.kb.se/re...
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https://doi.org/10.1...
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https://urn.kb.se/re...
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Abstract
Ämnesord
Stäng
- A trend across most areas where simulation-driven development is used is the ever increasing size and complexity of the systems under consideration, pushing established methods of modeling and simulation towards their limits. This paper complements existing surveys on large-scale modeling and simulation of physical systems by conducting expert surveys. We conducted a two-stage empirical survey in order to investigate research needs, current challenges as well as promising modeling and simulation paradigms. Furthermore, we applied the analytic hierarchy process method to prioritise the strengths and weakness of different modeling paradigms. The results of this study show that experts consider acausal modeling techniques to be suitable for modeling large scale systems, while causal techniques are considered less suitable.
Ämnesord
- NATURVETENSKAP -- Matematik -- Beräkningsmatematik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Computational Mathematics (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Annan data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Other Computer and Information Science (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)
Nyckelord
- Large-scale systems
- Modeling
- Physical-modeling
- Simulation
- Models
- Surveys
- Analytic hierarchy
- Comparison of models
- Large-scale modeling
- Model and simulation
- Modeling paradigms
- Modeling technique
- Physical model
- Large scale systems
- Tillämpad matematik och beräkningsmatematik
- Applied and Computational Mathematics
- Computer Science
- Datalogi
- Reglerteknik
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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