A Quantum Chaos Clonal Multiobjective Evolutionary Method Reasearch

A quantum chaos cloning multi-objective evolutionary algorithm was proposed herein based on chaos search ergodicity, quantum computing efficiency and clonal selection theory of antibodies in artificial immune system. The qubits encoded initial population is used in the new algorithm, Chaos quantum r...

Full description

Saved in:
Bibliographic Details
Published inIndonesian Journal of Electrical Engineering and Computer Science Vol. 3; no. 1; p. 226
Main Author Wu, Shuyue
Format Journal Article
LanguageEnglish
Published 01.07.2016
Online AccessGet full text
ISSN2502-4752
2502-4760
2502-4760
DOI10.11591/ijeecs.v3.i1.pp226-234

Cover

More Information
Summary:A quantum chaos cloning multi-objective evolutionary algorithm was proposed herein based on chaos search ergodicity, quantum computing efficiency and clonal selection theory of antibodies in artificial immune system. The qubits encoded initial population is used in the new algorithm, Chaos quantum rotation gates are introduced to update individuals, crowding distance  is used  to keep solution  population distribution and diversity. Theoretical analysis and simulation show the effectiveness of the algorithm.
ISSN:2502-4752
2502-4760
2502-4760
DOI:10.11591/ijeecs.v3.i1.pp226-234