دانلود کتاب Artificial Neural Network-based Optimized Design of Reinforced Concrete Structures

Artificial Neural Network-based Optimized Design of Reinforced Concrete Structuresintroduces AI-based Lagrange optimization techniques that can enable more rational engineeringdecisions for concrete structures while conforming to codes of practice. It showshow objective functions including cost, CO2 emissions, and structural weight of concretestructures are optimized either separately or simultaneously while satisfying constrainingdesign conditions using an ANN-based Lagrange algorithm. Any design target can beadopted as an objective function. Many optimized design examples are verified by bothconventional structural calculations and big datasets.• Uniquely applies the new powerful tools of AI to concrete structural design andoptimization• Multi-objective functions of concrete structures optimized either separately orsimultaneously• Design requirements imposed by codes are automatically satisfied by constrainingconditions• Heavily illustrated in color with practical design examplesThe book suits undergraduate and graduate students who have an understanding of collegelevelcalculus and will be especially beneficial to engineers and contractors who seek tooptimize concrete structures.