Delegated Causality of Complex Systems

a generalization of strong causality

در این رساله t_n - علیت قوی تعریف می شود. این رده ها در جدول علیت فضا- زمان بین علیت پایدار و علیت قوی قرار دارند. یک قضیه برای رده بندی آنها ثابت می شود و t_n- علیت قوی با رده های علی کارتر مقایسه می شود. همچنین ثابت می شود که علیت فشرده پایدار از t_n - علیت قوی نتیجه می شود. بعلاوه به بررسی رابطه نظریه دامنه ها با نسبیت عام می پردازیم و ثابت می کنیم که نوع خاصی از فضا- زمان های علی پایدار, ب...

Changing our Brains: Systemic Causality in Complex Human Systems

When we change our mind about something, does it change our brains? According to George Lakoff, the way we view the world is conditioned by frames, metaphors and narratives that, over time, become hard-wired in our brains. It is not easy to overcome established patterns of thought (or our instincts) when trying to make sense of new information. Is the brain organized to enhance or suppress spec...

Quantifying ‘Causality’ in Complex Systems: Understanding Transfer Entropy

'Causal' direction is of great importance when dealing with complex systems. Often big volumes of data in the form of time series are available and it is important to develop methods that can inform about possible causal connections between the different observables. Here we investigate the ability of the Transfer Entropy measure to identify causal relations embedded in emergent coherent correl...

Complex fuzzy linear systems

Detecting causality in complex ecosystems.

Identifying causal networks is important for effective policy and management recommendations on climate, epidemiology, financial regulation, and much else. We introduce a method, based on nonlinear state space reconstruction, that can distinguish causality from correlation. It extends to nonseparable weakly connected dynamic systems (cases not covered by the current Granger causality paradigm)....