Slope stability: Optimization of the simple mutation-free genetic algorithm for a circular break. Application to dry soils - Couverture souple

FARIALA MUCHANGA, Victor; KADIMA KASHAMA, Jean Francois; Kany K. KABEYA, Théodore KABANGU ·

 
9786204525549: Slope stability: Optimization of the simple mutation-free genetic algorithm for a circular break. Application to dry soils
Couverture souple
ISBN 10 : 6204525549 ISBN 13 : 9786204525549
Editeur : Our Knowledge Publishing, 2022

Synopsis

Estimating slope stability is an engineering problem that involves several parameters. The interactions between the factors affecting slope instability are complex and multifactorial, so it is often difficult to describe slope stability mathematically. This work proposes the use of a simple genetic algorithm without mutation as a heuristic search method for finding a slope stability model.A simple genetic algorithm proves to be superior to simple optimization routines, which can find false minima, and to "brute force" approaches, which require the analysis of a very large number of possibilities.The proposed method presents an effective procedure and a convergence at a number of generations lower than that of a simple genetic algorithm; the results being of the right combination of the type of initial population, of the selection, of the method of crossing neglecting the mutation because being a rare phenomenon in the nature and assigning to the child population the different characteristics of the parents, which is in our opinion an attempt to force the solution to converge.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Our Knowledge Publishing
Date d'édition
2022
Langue
anglais
ISBN 10 
6204525549
ISBN 13 
9786204525549
Reliure
Broché
Nombre de pages
84
Coordonnées du fabricant
non disponible
Personne responsable
non disponible