Interpretable Reduced-order optimization research for improving indoor environmental quality in buildings based on dimensional analysis and surrogate-based …

Q Xiao, Y Huang, J Wang, Z Liu, D Zeng - Journal of Building Engineering, 2024 - Elsevier
Implementing large-scale optimization designs and identifying optimal design variables in
fields such as architectural engineering is crucial for improving indoor environmental quality …

A sufficient descent hybrid conjugate gradient method without line search consideration and application

N Salihu, P Kumam, SM Ibrahim… - Engineering …, 2024 - emerald.com
Purpose Previous RMIL versions of the conjugate gradient method proposed in literature
exhibit sufficient descent with Wolfe line search conditions, yet their global convergence …

L'interrelation entre les algorithmes de gradient conjugué et ceux de Newton

N HAMEL - 2024 - dspace.univ-guelma.dz
Les algorithmes du gradient conjugué et de Newton sont très fiables, avec des résultats
théoriques bien établis et une excellente expérience numérique. Cependant, la relation …

An optimal parameter for the Generalized Descent Symmetrical Hestenes-Stiefel algorithm

N Benrabia - Authorea Preprints, 2024 - advance.sagepub.com
We have proposed a Generalized Descent Symmetrical Hestenes-Stiefel algorithm [12],
GDSHS for short, which can generate sufficient descent directions for the objective function …