Очередное заседание международного онлайн-семинара "Искусственные общества и информационные технологии" состоится 22.12.2020 в 10-00 (по московскому времени).
Тема заседания: доклад Il-Chul Moon, assistant professor (Korea Advanced Institute of Science and Technology, Department of Industrial and Systems Engineering)
Тема доклада: Calibration and Validation of Agent Based Models in Markets and Transportations
Краткая аннотация:
Agent based models (ABM) has widely utilized because of intuitive analogy to the real world and its flexible expressionism. However, this intuition and the flexibility is gained with the cost of many parameters and difficulties in calibrating them. This talk presents a recent approach of calibrating and validating an ABM model with machine learning approaches. We may consider an ABM as a generator to produce a sample trajectory of the simulated system. Then, our question becomes calibrating the generator from the likelihood-free aspect. We show that our case study of calibration in the housing market and the city-scale transportation.
Для упрощения коммуникации для желающих будет предусмотрен перевод.
Заявки на участие принимаются по адресу: wladimir.abramow@gmail.com
С уважением, оргкомитет семинара.
