Work

Chaotic optimization algorithm based on the modified probability density function of Lozi map

Year: 2020

Type: article

Abstract: Chaos optimization algorithms (COAs) usually utilize different chaotic maps(logistic, tent, Hénon, Lozi,...) to generate the pseudo-random numbers mapped as the design variables for global optimization. In this paper we are going to propose new technique to improve the chaotic optimization algorithm by using some transformations to modify the density of the map instead of changing it.

Source: Boletim da Sociedade Paranaense de Matemática

DOI: 10.5269/bspm.41668

Authors: Rabah Bououden, Mohamed Salah Abdelouahab

Institution: University Frères Mentouri Constantine 1

Language: English

Topic: Metaheuristic Optimization Algorithms Research

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W3095336928

FWCI: 0.084

Cites: 22

Cited by: 4

Related to: 10