Present study intends to propose identification methodologies for multistorey shear buildings using powerful technique of artificial neural network models which can handle interval data. Identification with crisp data is known and neural network method has already been used by various researchers for this case. Here, the input and output data are handled in interval form. This is because, in general, we may not get the corresponding input and output values exactly (in crisp form), but we may have only the uncertain information of the data. These uncertain data are assumed in terms of interval and the corresponding problem of system identification is investigated.
IntroductionSystem identification (SI) methods in structural dynamics, in general, solve inverse vibration problems to identify properties of a structure from measured data. Rapid progress in the field of computer science and computational mathematics has led to an increasing use of computers and efficient models to analyse, supervise and control technical processes. The use of computers and efficient mathematical tools allow identification of the process dynamics by evaluating the input and output signals of the system. The result of such process identification is usually a mathematical model by which the dynamic behaviour can be estimated or predicted. The idea may very well be used for other architectural discipline within SI problems. SI techniques play an important role in investigating and reducing gaps between the structural systems and their structural design models. This is also true in structural health monitoring for damage detection. A great amount of research has been conducted in SI. Modal-parameter SI and physicalparameter SI are two major branches in SI. The SI methods are generally used to extract dynamic characteristics of bridges, to know current behaviour of minarets against dynamic loads such as earthquake. SI techniques are also applied to determine vibration characteristics, modal shapes and damping ratios of complex structural system so as to frame knowledge for modelling and assessing current design procedures.Protection of cultural heritage against the effect of earthquake is an interdisciplinary research where the knowledge,