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Structural Optimization of Reinforced Concrete Frames with a Modified Flower Pollination Algorithm

Mergos, P. E. ORCID: 0000-0003-3817-9520 & Yang, X-S. (2025). Structural Optimization of Reinforced Concrete Frames with a Modified Flower Pollination Algorithm. In: Yang, X-S. (Ed.), Springer Tracts in Nature-Inspired Computing. Springer Tracts in Nature-Inspired Computing. (pp. 33-50). Singapore: Springer Nature Singapore. doi: 10.1007/978-981-97-5979-8_2

Abstract

Reinforced concrete (RC) frames represent the most common structural system in the built environment. Therefore, their efficient design is expected to offer significant economic and environmental benefits. Simultaneously, the optimal design of RC frames remains a complex computational task requiring efficient numerical algorithms. Herein, a variant of the established Flower Pollination Algorithm (FPA) is applied to the optimal design of RC frames. The new variant, called Flower Pollination Algorithm with Pollinator Attraction (FPAPA), accounts additionally for the evolutionary mechanism of pollinator attraction in the natural process of flower pollination. FPAPA is applied to benchmark problems in the structural optimization of concrete frames with known global optimum solutions. It is found that FPAPA offers high quality design solutions within limited computational budgets. Furthermore, comparisons show that FPAPA represents a competitive or superior alternative to the most well-known optimization algorithms.

Publication Type: Book Section
Publisher Keywords: Reinforced concrete; Structural optimization; Flower Pollination Algorithm; Pollinator attraction
Subjects: T Technology > TH Building construction
T Technology > TJ Mechanical engineering and machinery
Departments: School of Science & Technology
School of Science & Technology > Engineering
SWORD Depositor:
[thumbnail of Mergos_Yang_2024_R3.pdf] Text - Accepted Version
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