In this paper, we introduce the use of least square support vector machine (LS-SVM) for the adaptive control of a class of nonlinear discrete-time systems. The solution is characterized by a set of linear equations. T...
详细信息
ISBN:
(纸本)0780382730
In this paper, we introduce the use of least square support vector machine (LS-SVM) for the adaptive control of a class of nonlinear discrete-time systems. The solution is characterized by a set of linear equations. The results are discussed with radial basis function kernel. Advantages of LS-SVM control are that no number of hidden units has to be determined for the controller and that no centers have to be specified for the Gaussian kernels. The curse of dimensionality is avoided using the finite time window. Simulation results also verify the effectiveness of the approach.
The paper is devoted to the problem of modeling demand for inventory management of slow-moving items in the case of reporting errors. It is proposed a generalization of the beta-binomial demand model that takes into a...
详细信息
The paper is devoted to the problem of modeling demand for inventory management of slow-moving items in the case of reporting errors. It is proposed a generalization of the beta-binomial demand model that takes into account possible reporting errors in the learning sample. For the new model, there are developed identification and forecasting algorithms that provide consistent estimators of the model parameters and mean square optimal forecasts. The efficiency of the proposed approach is illustrated by an application example for slow-moving car parts.
The Foundations and methods Research Group (FMG) of the department of computerscience, Trinity College, University of Dublin is expanding its research towards industrial critical systems. The Handle-C, hardware compi...
详细信息
The Foundations and methods Research Group (FMG) of the department of computerscience, Trinity College, University of Dublin is expanding its research towards industrial critical systems. The Handle-C, hardware compilation language, is suited to the implementation of embedded hardware systems, while the Real-world project allows reasoning about the external behavior of applications written in functional languages. The language is facilitated by the synchronous clocked nature of the computational islands, which allow priority issues to be separated out from more general synchronization aspects. The ease of reasoning about internal properties would extend to external properties, giving an easier approach to reasoning about critical systems.
Jeliot 2000 is a program animation system intended for teaching introductory computerscience to high school students. A program animation system is a system that displays a dynamic graphical representation of the exe...
详细信息
This paper is about the tool-suite MOTOR that supports the modeling and analysis of Modest specifications. In particular, we discuss its tool architecture, and the implementation details of the tool components that do...
详细信息
We describe the implementation and management of a flexible model for multilevel distance learning-based teacher training. The model was implemented to introduce curricular and pedagogical aspects of teaching logic pr...
详细信息
We describe the implementation and management of a flexible model for multilevel distance learning-based teacher training. The model was implemented to introduce curricular and pedagogical aspects of teaching logic programming, to high school computerscience leading teachers, in the framework of an in service course. Although the advantages of preparing a unique training program for each teacher and initiating peer collaboration were clearly demonstrated during the course, we also noticed several difficulties that may be associated with the decentralization of the course and the exposure and accessibility of the Web-based communication.
We present a journey through successful applications of multimethod approach to induction of decision trees in knowledge extraction, discovery of new knowledge and early diagnosis on the cases of asthma, cardiovascula...
详细信息
暂无评论