Neurocomputing for Fuzzy Finite Element Analysis of Structures Based on Fuzzy Coefficient Programming
نویسندگان
چکیده
There exist problems in fuzzy finite element methods because technique of solving fuzzy equations is not perfect. For example, computation amount is too big and both sides of the equality are not exactly equal when solutions are substituted into the original equation. The concept of monosource fuzzy number is developed to simplify the calculation process of fuzzy equations. However the source of fuzziness in practical engineering is difficult to be judged and the source of fuzzy coefficient is non-unique. Indeed, no efficient method is available to solve fuzzy finite element equations. In this paper, fuzzy coefficient programming is combined with the essence of elasticity. In other words, the force equilibrium of elastic object is the process of minimizing energy of a quadratic equation. A new fuzzy finite element solution and a new neural network algorithm of fuzzy finite element are developed. The method was proved to be efficient and feasible through circuit simulation.
منابع مشابه
Fuzzy Finite Element based Solution of Uncertain Static Problems of Structural Mechanics
Fuzzy finite element analysis for static displacements of beam structures with fuzzy forces is considered in this paper. The material properties of the beams are taken as crisp. Fuzzy finite element analysis of static problem for the above structures converts the problem into fuzzy system of linear equations. As such the coefficient matrix and the right hand side vector become crisp and fuzzy r...
متن کاملNew Applications on Linguistic Mathematical Structures and Stability Analysis of Linguistic Fuzzy Models
In this paper some algebraic structures for linguistic fuzzy models are defined for the first time. By definition linguistic fuzzy norm, stability of these systems can be considered. Two methods (normed-based & graphical-based) for stability analysis of linguist fuzzy systems will be presented. At the follow a new simple method for linguistic fuzzy numbers calculations is defined. At the end tw...
متن کاملInterval and Fuzzy Finite Element Analysis of mechanical structures with uncertain parameters
This paper uses a non-probabilistic Fuzzy Finite Element Method (FFEM) for the analysis of the dynamic behaviour of structures with uncertain parameters. In two case studies, the concepts of the interval and the fuzzy finite element frequency response function analysis are illustrated for different types of uncertainties, for undamped as well as for damped structures. The comparison of the obta...
متن کاملMeasuring a Dynamic Efficiency Based on MONLP Model under DEA Control
Data envelopment analysis (DEA) is a common technique in measuring the relative efficiency of a set of decision making units (DMUs) with multiple inputs and multiple outputs. Standard DEA models are quite limited models, in the sense that they do not consider a DMU at different times. To resolve this problem, DEA models with dynamic structures have been proposed.In a recent pape...
متن کاملApplication of the Fuzzy Finite Element Method in Structural Dynamics
In the domain of structural dynamics, small uncertainties on models are known to cause possibly large uncertainties on analysis results. Therefore, techniques have been developed to include the effect of the uncertainties on the model in the calculation of the results of an analysis. The Monte Carlo simulation calculates these uncertainties by performing a stochastic analysis on the results of ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Multiple-Valued Logic and Soft Computing
دوره 14 شماره
صفحات -
تاریخ انتشار 2008