VOMAS: различия между версиями

Материал из Поле цифровой дидактики
 
(не показана 1 промежуточная версия этого же участника)
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|Inventor=Niazi
|Inventor=Niazi
|Clarifying_video=https://www.youtube.com/watch?v=ZSyNyAlBeh8
|Clarifying_video=https://www.youtube.com/watch?v=ZSyNyAlBeh8
|similar_concepts=ODD принципы, DREAM
|similar_concepts=ODD принципы, DREAM, валидность, валидация
|Environment=NetLogo, StarLogo Nova,  R
|Environment=NetLogo, StarLogo Nova,  R
}}
}}
Validation is the process by which we can determine if the model is a representation of the system. This is always performed while keeping the specific abstraction by the designer in mind. Verification is basically the debugging of the system where we ensure that the model that we build is working correctly. Credibility is achieved when the decisionmakers and other key project personnel accept the model as well as its results as “correct”.
Validation is the process by which we can determine if the model is a representation of the system. This is always performed while keeping the specific abstraction by the designer in mind. Verification is basically the debugging of the system where we ensure that the model that we build is working correctly. Credibility is achieved when the decisionmakers and other key project personnel accept the model as well as its results as “correct”.


* Niazi, M.A., Hussain, A., Kolberg, M., 2017. Verification & Validation of Agent Based Simulations using the VOMAS (Virtual Overlay Multi-agent System) approach. https://doi.org/10.48550/arXiv.1708.02361
* Niazi, M.A., Hussain, A., Kolberg, M., 2017. Verification & Validation of Agent Based Simulations using the VOMAS (Virtual Overlay Multi-agent System) approach. https://doi.org/10.48550/arXiv.1708.02361
; Visual Validation:
: Visual validation is a face validation technique based on an animation based validation technique where the SME can examine the animation to see if the behavior appears to be similar to that expected in the actual domain.
; Validation using VOMAS:
: In case of VOMAS, we can validate both spatially as well as non-spatially.

Текущая версия на 19:11, 15 июня 2024


Описание VOMAS (Virtual Overlay Multi-agent System) - подход к описанию многоагентных систем. В основе подхода лежит использование данных для проверки адекватности модели.
Область знаний NetSci, Информатика, Большие данные
Авторы Niazi
Поясняющее видео https://www.youtube.com/watch?v=ZSyNyAlBeh8
Близкие понятия ODD принципы, DREAM, Валидность, Валидация
Среды и средства для освоения понятия NetLogo, StarLogo Nova, R

Validation is the process by which we can determine if the model is a representation of the system. This is always performed while keeping the specific abstraction by the designer in mind. Verification is basically the debugging of the system where we ensure that the model that we build is working correctly. Credibility is achieved when the decisionmakers and other key project personnel accept the model as well as its results as “correct”.

Visual Validation
Visual validation is a face validation technique based on an animation based validation technique where the SME can examine the animation to see if the behavior appears to be similar to that expected in the actual domain.
Validation using VOMAS
In case of VOMAS, we can validate both spatially as well as non-spatially.