در این پژوهش سعی می‌­شود مدلی برای شبیه‌­سازی چرخه عمر صنعت برق با استفاده از شبیه‌سازی عامل­بنیان ارائه شود، مدل، 5 عامل استخراج شد و شبیه­‌سازی به کمک نرم‌افزار Anylogic صورت پذیرفت. بهینه‌­سازی مدل چهار سناریو نظر خبرگان شد. سناریوی نخست، جذابیت نیروگاه گازی سیکل ترکیبی کاهش یافت بر دو دیگر افزوده نتیجه افزایش تولید آبی است که توجه کمبود منابع کشور به‌صرفه نیست. دوم ورود یک فناوری جدید میزان...

This lecture is delivered in more philosophical sense rather than technically. In the past, we have learned a series of algorithms which can dig deeper in a training dataset and generate a model based on such a dataset. However, without knowing of what knowledge is contained in the model, it is generally hard for human beings to trust the trained model and apply it in reality. Sometimes, biased...

Article about objective regularity and mechanisms of formation of network economy in the conditions of crisis of «new economy». The network economy is considered as a basis of a following business cycle. The author analyzes features of institutional transformation of economic relations under the influence of development of cloudy technologies and the virtual organizations.

In the setting of active learning, the data comes unlabeled and querying the label of a data point is expensive. The goal of an active learner is to reduce the number of labels needed and output a hypothesis with error rate ≤ . Recall that the usual sample complexity of supervised learning is Ω(1/ ). The motivation for defining splitting index is to characterize the sample complexity of active ...

This paper offers an overview of the presentation given by Judy Mielke, PhD, and Founder scientifyRESEARCH at Academic Publishing in Europe (APE) 2023 conference Berlin on January 11. was honored to receive 2nd place award “dot coms watch” this APE congress. is a research services company founded Stockholm, Sweden 2021, which initially launched open funding database solve challenge researchers ...

We show that the topes of a complex oriented matroids (abbreviated COM) VC-dimension $d$ admit proper labeled sample compression scheme size $d$. This considerably extends results Moran and Warmuth authors is step towards conjecture -- one oldest open in computational learning theory. On hand, our approach exploits rich combinatorial cell structure COMs via matroid other hand viewing tope graph...