This work presents the use of local fuzzy prototypes as a first approximation to obtain accurate local semantics-based TakagiSugeno-Kang rules. A two-stage evolutionary algorithm considering the interaction between input and output variables has been developed. Firstly, it performs a local identification of prototypes, and then, a post-processing stage is considered to refine them. The proposal...

The development of the theory dynamic inflation begins by linking wage and unemployment. In further developments, factor expectation is classified into model. study used data important for ASEAN, because ASEAN one strengths international economy. This analyzes dynamics in using framework New-Keynesian Phillips Curve (NKPC) quarterly panel from 5 members period 2005.QI–2018.QIV. this applies qua...

in this study an ultra-broad band, low-power, and high-gain cmos distributed amplifier (cmos-da) utilizing a new gain-cell based on the inductively peaking cascaded structure is presented. it is created bycascading of inductively coupled common-source (cs) stage and regulated cascode configuration (rgc).the proposed three-stage da is simulated in 0.13 μm cmos process. it achieves flat and high ...

We propose a new method that uses deep learning techniques to solve the inverse problems. The inverse problem is cast in the form of learning an end-to-end mapping from observed data to the ground-truth. Inspired by the splitting strategy widely used in regularized iterative algorithm to tackle inverse problems, the mapping is decomposed into two networks, with one handling the inversion of the...

The ECB and the Eurosystem should normally take asset-price movements and potential asset-price bubbles into account only to the extent these are deemed to have an impact on the in‡ation and output-gap forecasts that should guide monetary policy. Asset prices should not be separate target variables, additional to in‡ation and the output gap. The explicit or implicit objective of …nancial stabil...

The canonical inflation specification in sticky-price rational expectations models (the new-Keynesian Phillips curve) is often criticized on the grounds that it fails to account for the dependence of inflation on its own lags. In response, many recent studies have employed a “hybrid” sticky-price specification in which inflation depends on a weighted average of lagged and expected future values...

this research follows two aims in case of the iranian economy. first, study of the presence of inflation persistency, and second, looking for an optimal monetary policy rule. results show that inflation in the economy of iran is persistent, in which, short-term and long-term effects of monetary policy should be considered. for this purpose, a loss function for the central bank with arguments of...