This paper describes a soft computing approach to solve the damage identification problem using Case-Based Reasoning (CBR) to obtain an initial diagnostic exploiting the outcomes given in known structure models simulations and the data acquired by the sensors in operating conditions once the system has started. It creates an incremental database (since a new experience is retained each time a p...

An attempt is made to implement the soft computing techniques in the prediction of the mishaps behaviors. The main objective of this paper is to implement the Multilayer Perceptron (MLP) neural network topology in mishap analysis and prediction. Efforts are made to summarize past research on the road mishaps causes and their analysis techniques and point out their weaknesses. Indicate new ideas...

For many soft computing methods, we need to generate random numbers to use either as initial estimates or during the learning and search process. Recently, results for evolutionary algorithms, reinforcement learning and neural networks have been reported which indicate that the simultaneous consideration of randomness and opposition is more advantageous than pure randomness. This new scheme, ca...

In this paper, ensemble models are developed to accurately forecast software reliability. Various statistical (multiple linear regression and multivariate adaptive regression splines) and intelligent techniques (backpropagation trained neural network, dynamic evolving neuro–fuzzy inference system and TreeNet) constitute the ensembles presented. Three linear ensembles and one non-linear ensemble...

In undergoing this life, many people always try to do and get the best. New knowledge, experience, lesson, and everything that can improve the life will be done. However, many people sometimes feel confused to get those things. Feeling the limited of experience and sources to be better is one of the lacks to own. However, there is a very simple thing that can be done. This is what your teacher ...

Usage of soft computing techniques in field study saves human labor. Field study plays a vital role in the economic importance of agriculture which in turn results in poverty reduction. Farmers guess the solutions to the disease based on the loss of plant life that occurred previously. Technology is used to support farmers and botanist which give precise solution for the vague input information...