from the perspective of new growth models and new international trade theories, both exports and imports play an important role in a dynamic economy. economically, we cannot merely emphasize on a positive trade balance and we ignore the benefits of imports, and also we cannot advise negative trade balance. but the main concern of policy makers about international trade should be making stabilit...

The goal of this paper is not to introduce a single algorithm or method, but to make theoretical steps towards fully understanding the training dynamics of generative adversarial networks. In order to substantiate our theoretical analysis, we perform targeted experiments to verify our assumptions, illustrate our claims, and quantify the phenomena. This paper is divided into three sections. The ...

From the perspective of new growth models and new international trade theories, both exports and imports play an important role in a dynamic economy. Economically, we cannot merely emphasize on a positive trade balance and we ignore the benefits of imports, and also we cannot advise negative trade balance. But the main concern of policy makers about international trade should be making stabilit...

Empirical studies of international trade have concentrated on singleequation models to analyse the demand relationship for imports and exports [Houthakker and Magee (1969). Naqvi et al (1983), Bnhmani-Oskooee (1984,1986)]. These studies have assumed that the imports and exports price elasticities facing any individual country are infinite or at least large. The assumption of infinite supply pri...

Technology mapping problems arize in logic synthesis systems, when the gap between a synthesized boolean network and the implementation of that network within a given target technology has to be bridged. This paper presents a modular, versatile technology mapping system that supports many diierent target technologies. Guided by a complexity analysis of the problem , we develop a variety of eeci...

The Neumann-Neumann algorithm is known to be an e cient domain decomposition preconditioner with unstructured subdomains for iterative solution of nite element discretizations of di cult problems with strongly discontinuous coe cients [6]. However, this algorithm su ers from the need to solve in each iteration an inconsistent singular problem for every subdomain, and its convergence deteriorate...

A polyhedral object in 3-dimensional space is often well represented by a set of points and line segments that act as its features. By a nice viewpoint of an object we mean a projective view in which all (or most) of the features of the object, relevant for some task, are clearly visible. Such a view is often called a non-degenerate view or projection. In this paper we are concerned with comput...

In various applications we face a plethora of data that is often growing continuously. Such data arize in monitoring settings such as server log files, manufacturing processes, sensor networks or high volume news feeds such as twitter. Analysis of such data is different to the traditional batch setting that RapidMiner initially has been designed for. In this work we present the streams library ...

This paper describes an efficient way to test the VAP-free (Vertex Accumulation Point free) planarity of oneand two-dimensional dynamic graphs. Dynamic graphs are infinite graphs consisting of an infinite number of basic cells connected regularly according to labels in a finite graph called a sraric graph. Dynamic graphs arize in the design of highly regular VLSI circuits, such as systolic arra...