Artificial Neural Network-based Optimized Design of Reinforced Concrete Structures

1. Introduction to Lagrange optimization for engineering applications 2. AI-based Lagrange optimization adopting universally generalizable functions 3. An optimized design of reinforced concrete columns based on an ANN-based Hong-Lagrange method 4. Optimizing reinforced concrete beam cost using ANN-based Hong-Lagrange method 5. ANN-based structural designs using Lagrange multipliers optimizing multiple objective functions Appendix A Appendix B Appendix C Appendix D

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• Engenahria civil, levantamentos e construção
• As redes neurais e sistemas nebulosos

AI in structural engineering;ANN in structures;RC design;Structural optimisation;EC2;Structural codes;Numerical modelling of structures;Structural analysis;Slack Condition;Constraining Function;Lagrange Multiplier;Lagrange Function;Inequality Constraints;Gradient Vectors;Inequality Conditions;Lagrange Optimization;Objective Function;Equality Constraints;Reinforced Concrete Structures;Constraining Conditions;Slack Constraint