Data Structures in Multi-Objective Evolutionary Algorithms
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| Publicado no: | Journal of Computer Science and Technology vol. 27, no. 6 (Nov 2012), p. 1197 |
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| Autor principal: | |
| Outros Autores: | |
| Publicado em: |
Springer Nature B.V.
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| Assuntos: | |
| Acesso em linha: | Citation/Abstract Full Text - PDF |
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| 100 | 1 | |a Altwaijry, Najwa |u King Saud University, Department of Computer Science, College of Computer and Information Sciences, Riyadh, Saudi Arabia (GRID:grid.56302.32) (ISNI:0000000417735396) | |
| 245 | 1 | |a Data Structures in Multi-Objective Evolutionary Algorithms | |
| 260 | |b Springer Nature B.V. |c Nov 2012 | ||
| 513 | |a Journal Article | ||
| 520 | 3 | |a Data structures used for an algorithm can have a great impact on its performance, particularly for the solution of large and complex problems, such as multi-objective optimization problems (MOPs). Multi-objective evolutionary algorithms (MOEAs) are considered an attractive approach for solving MOPs, since they are able to explore several parts of the Pareto front simultaneously. The data structures for storing and updating populations and non-dominated solutions (archives) may affect the efficiency of the search process. This article describes data structures used in MOEAs for realizing populations and archives in a comparative way, emphasizing their computational requirements and general applicability reported in the original work.[PUBLICATION ABSTRACT] | |
| 653 | |a Mathematical programming | ||
| 653 | |a Search process | ||
| 653 | |a Population | ||
| 653 | |a Computer science | ||
| 653 | |a Analysis | ||
| 653 | |a Populations | ||
| 653 | |a Studies | ||
| 653 | |a Data structures | ||
| 653 | |a Genetic algorithms | ||
| 653 | |a Optimization | ||
| 653 | |a Generations | ||
| 653 | |a Archives & records | ||
| 653 | |a Pareto optimization | ||
| 653 | |a Hierarchies | ||
| 653 | |a Multiple objective analysis | ||
| 653 | |a Pareto optimum | ||
| 653 | |a Evolutionary algorithms | ||
| 653 | |a Information science | ||
| 700 | 1 | |a El Bachir Menai, Mohamed |u King Saud University, Department of Computer Science, College of Computer and Information Sciences, Riyadh, Saudi Arabia (GRID:grid.56302.32) (ISNI:0000000417735396) | |
| 773 | 0 | |t Journal of Computer Science and Technology |g vol. 27, no. 6 (Nov 2012), p. 1197 | |
| 786 | 0 | |d ProQuest |t ABI/INFORM Global | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/1266439265/abstract/embedded/L8HZQI7Z43R0LA5T?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text - PDF |u https://www.proquest.com/docview/1266439265/fulltextPDF/embedded/L8HZQI7Z43R0LA5T?source=fedsrch |