Neural Networks in the Analysis and Design of Structures

Fundamentals of Artificial Neural Networks (Z. Waszczyszyn).- Genetic Algorithms and Neural Networks (W. M. Jenkins).- Applications of Neural Networks in Modeling and Design of Structural Systems (P. Hajela).- The Neural Network Approach in Plasticity and Fracture Mechanics (P. D. Panagiotopoulos, Z. Waszczyszyn).- Neural Networks in Advanced Computational Problems (B. H. V. Topping et al.).- Neural Networks and Fuzzy Logic in Active Control of Mechanical Systems (P. Venini).

[1]  Anthony A. Giunta,et al.  Aircraft Multidisciplinary Design Optimization using Design of Experiments Theory and Response Surface Modeling Methods , 1997 .

[2]  F. Abdi,et al.  The art of spacecraft design: A multidisciplinary challenge , 1989 .

[3]  Jaroslaw Sobieszczanski-Sobieski,et al.  Optimization by decomposition: A step from hierarchic to non-hierarchic systems , 1989 .

[4]  J. Sobieszczanski-Sobieski,et al.  A linear decomposition method for large optimization problems. Blueprint for development , 1982 .

[5]  James H. Garrett,et al.  Knowledge-Based Modeling of Material Behavior with Neural Networks , 1992 .

[6]  Runhe Huang,et al.  Implementing the Genetic Algorithm on Transputer Based Parallel Processing Systems , 1990, PPSN.

[7]  B. P. Wang,et al.  A new method for dual response surface optimization , 1996 .

[8]  J. D. Cronkhite,et al.  Crashworthy airframe design concepts: Fabrication and testing , 1982 .

[9]  Prabhat Hajela,et al.  ART networks in automated conceptual design of structural systems , 1993 .

[10]  Jay-Chung Chen,et al.  Structural Damage Assessment Using a System Identification Technique , 1987 .

[11]  R. H. Tolson,et al.  Multidisciplinary analysis and synthesis - Needs and opportunities , 1985 .

[12]  P. Hajela,et al.  Classifier Systems for Enhancing Neural Network-Based Global Function Approximations , 1998 .

[13]  Prabhat Hajela,et al.  Minimizing distortion in truss structures—A Hopfield network solution , 1993 .

[14]  P. Hajela,et al.  Stochastic search in discrete structural optimization simulated annealing, genetic algorithms and neural networks , 1997 .

[15]  J. Alam,et al.  Application of artificial neural networks in nonlinear analysis of trusses , 1991 .

[16]  Stephen Grossberg,et al.  A massively parallel architecture for a self-organizing neural pattern recognition machine , 1988, Comput. Vis. Graph. Image Process..

[17]  Prabhat Hajela,et al.  NEURAL NETWORK BASED SELECTION OF DYNAMIC SYSTEM PARAMETERS , 1993 .

[18]  R. Hecht-Nielsen Counterpropagation networks. , 1987, Applied optics.

[19]  Prabhat Hajela,et al.  Neurobiological Computational Models in Structural Analysis and Design , 1990 .

[20]  Prabhat Hajela,et al.  Counterpropagation neural networks in decomposition based optimal design , 1997 .

[21]  Gilbert Wittlin,et al.  Experimental Program for the Development of Improved Helicopter Structural Crashworthiness Analytical and Design Techniques. Volume 2. Test Data and Description of an Unsymmetrical Crash Analysis Computer Program, Including a User's Guide and Sample Case , 1973 .

[22]  Christina Bloebaum,et al.  NON-HIERARCHIC SYSTEM DECOMPOSITION IN STRUCTURAL OPTIMIZATION , 1992 .

[23]  Jaroslaw Sobieszczanski-Sobieski,et al.  Multidisciplinary Design Optimization: An Emerging New Engineering Discipline , 1995 .

[24]  Peter Neuhaus,et al.  Solving the Mapping Problem - Experiences with a Genetic Algorithm , 1990, PPSN.

[25]  O. Bauchau,et al.  A Multibody Formulation for Helicopter Structural Dynamic Analysis , 1993 .