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In this paper, the solution of differential algebraic equations (DAES) is obtained using neural networks. The goal is to obtain accurate solution with reduced calculus effort by comparing the solution of the DAES obtained from Pade approximation and neural network method, the solution of DAE system is computed by feedforward neural network (FFNN). The solution of the neural network approach to this...
Notice of Violation of IEEE Publication Principles"Sentence Similarity Computation Based on WordNet and Corpus Statistics,"by P. Selvi, and N.P. Gopalan,in the Proceedings of the International Conference on Conference on Computational Intelligence and Multimedia Applications, 2007, vol.1, pp.9-14, 13 Dec. 2007After careful and considered review of the content and authorship of this paper...
Dynamic load balancing (DLB) plays a critical role in developing high performance cluster. It is an important system function to distribute workload among available processors to improve throughput. Existing load balancing techniques are mainly concerned about the use of two main resources namely CPU and Memory. But there are certain I/O data Intensive applications where load balancing becomes important...
Software testing plays a vital role in quality software development. Usually, the number of test cases required to develop error-free software, will be very high. Since, exhaustive testing is not possible; the test cases that we need to generate should be optimal and also should cover the entire software and reveal as many errors as possible. In the proposed approach, the intelligent search agent...
This paper extends the classical Ant Systems by considering non-uniform deposition by the ants while constructing pheromone trails. A deterministic solution to the ant system dynamics for both uniform and non-uniform pheromone deposition rules has been obtained to determine the parameters of the dynamics that ensure stability in pheromone trails. The results of the stability analysis have been confirmed...
Web usage mining exploits data mining techniques to discover valuable information from navigation behavior of World Wide Web (WWW) users. The required information is captured by Web servers and stored in Web usage data logs. The first phase of Web usage mining is the pre processing phase. In the preprocessing phase, first, relevant information is filtered from the logs. Data preprocessing is a critical...
An Artificial Intelligence (AI) based Estimator is robust to parameter variations and noise and it avoids the use of mathematical models. Such a system is not restricted by the many assumptions used in the conventional methods and is capable of mapping any degree of non linearity. It can also yield the results more quickly. By the application of minimum configuration it is possible to obtain cost...
Testing is an iterative process of both validating functionality and even more important attempting to break the softwareTest case is used for testing which is a set of test data and test programs (test scripts) and their expected results. This paper details on the tool TCGOJ, test case generation and optimization for Java programs, that generates test cases for any Java programs and produces an optimized...
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