Fully Automated Design of Super-High-Rise Building Structures by a Hybrid AI Model on a Massively Parallel Machine

This article presents an innovative research project (sponsored by the National Science Foundation, the American Iron and Steel Institute, and the American Institute of Steel Construction) where computationally elegant algorithms based on the integration of a novel connectionist computing model, mathematical optimization, and a massively parallel computer architecture are used to automate the complex process of engineering design.

[1]  Hojjat Adeli,et al.  Parallel Processing in Computational Mechanics , 1992 .

[2]  Hojjat Adeli Interactive microcomputer-aided structural steel design , 1988 .

[3]  Hojjat Adeli,et al.  Machine Learning: Neural Networks, Genetic Algorithms, and Fuzzy Systems , 1994 .

[4]  Hojjat Adeli,et al.  Advances in Design Optimization , 1994 .

[5]  Hojjat Adeli,et al.  A Novel Approach to Expert Systems for Design of Large Structures , 1988, AI Mag..

[6]  Hyo Seon Park,et al.  A neural dynamics model for structural optimization—Application to plastic design of structures , 1995 .

[7]  Hojjat Adeli,et al.  Impact of vectorization on large-scale structural optimization , 1994 .

[8]  Hojjat Adeli,et al.  STEELEX: A coupled expert system for integrated design of steel structures , 1988 .

[9]  Hyo Seon Park,et al.  COUNTERPROPAGATION NEURAL NETWORKS IN STRUCTURAL ENGINEERING , 1995 .

[10]  Hojjat Adeli,et al.  Supercomputing in Engineering Analysis , 1992 .

[11]  Hojjat Adeli,et al.  A neural dynamics model for structural optimization—Theory , 1995 .

[12]  Hojjat Adeli,et al.  Parallel Processing in Structural Engineering , 1993 .

[13]  Hojjat Adeli,et al.  Hybrid CPN–Neural Dynamics Model for Discrete Optimization of Steel Structures , 1996 .

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

[15]  Hojjat Adeli,et al.  Expert systems for structural design : a new generation , 1988 .

[16]  Hyo Seon Park,et al.  Data Parallel Neural Dynamics Model for Integrated Design of Large Steel Structures , 1997 .

[17]  Hojjat Adeli,et al.  Concurrent Structural Optimization on Massively Parallel Supercomputer , 1995 .

[18]  Hojjat Adeli,et al.  Optimization of space structures by neural dynamics , 1995, Neural Networks.