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

Book Details

Format Paperback / Softback
ISBN-10 1032323698
ISBN-13 9781032323695
Publisher Taylor & Francis Ltd
Imprint CRC Press
Country of Manufacture GB
Country of Publication GB
Publication Date Oct 7th, 2024
Print length 564 Pages
Weight 453 grams
Ksh 10,800.00
Werezi Extended Catalogue 0 in stock

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This book introduces AI-based Lagrange optimization techniques which enable more optimised concrete structural design, while conforming to codes of practice. The principles are outlined and then applied to the design of RC columns and beams, offering insight for both advanced practitioners and graduate students.

Artificial Neural Network-based Optimized Design of Reinforced Concrete Structures introduces AI-based Lagrange optimization techniques that can enable more rational engineering decisions for concrete structures while conforming to codes of practice. It shows how objective functions including cost, CO2 emissions, and structural weight of concrete structures are optimized either separately or simultaneously while satisfying constraining design conditions using an ANN-based Lagrange algorithm. Any design target can be adopted as an objective function. Many optimized design examples are verified by both conventional structural calculations and big datasets.

  • Uniquely applies the new powerful tools of AI to concrete structural design and optimization
  • Multi-objective functions of concrete structures optimized either separately or simultaneously
  • Design requirements imposed by codes are automatically satisfied by constraining conditions
  • Heavily illustrated in color with practical design examples

The book suits undergraduate and graduate students who have an understanding of collegelevel calculus and will be especially beneficial to engineers and contractors who seek to optimize concrete structures.


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