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

Slope stability

Optimization of the simple mutation-free genetic algorithm for a circular break. Application to dry soils

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Our Knowledge Publishing
• Seitenzahl: 84
• Erscheinungstermin: 10. März 2022
• Englisch
• Abmessung: 220mm x 150mm x 6mm
• Gewicht: 143g
• ISBN-13: 9786204525549
• ISBN-10: 6204525549
• Artikelnr.: 63583620

Autorenporträt

Victor Fariala Muchanga est Ingénieur civil des Mines; Assistant d'enseignement à l¿Université de Mbuji Mayi et à l¿Institut des Bâtiments et des Travaux Publics de Mbuji Mayi au Kasaï Oriental; Chargé de cours à l¿Université Officielle de Mbuji-Mayi, Mardochée TSHIBUMBU est ingénieur Civil des Mines ressortissant de l'Université de mbujimayi.