Review of Genetic Algorithm to improve Students Academic Performance by applying Smart Learning

被引:0
|
作者
Ortiz-Suarez, Luis Arturo [1 ]
Reyes-Hernandez, Yaneth [1 ]
Hernandez, Uriel Amado Ramirez [1 ]
Sanchez, Joel Silos [1 ]
Perez, Luis Jose Gomez [1 ]
Trejo-Macotela, Francisco Rafael [1 ]
Camarillo, Daniel Robles [1 ]
机构
[1] Univ Politecn Pachuca, Zempoala, Mexico
关键词
Smart learning; genetic algorithm; ENVIRONMENT;
D O I
10.61467/2007.1558.2023.v14i3.401
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper reviews the use of genetic algorithms for enhancing academic performance through Smart learning. The study reveals that the application of technology in teaching can improve students' grades. It also analyzes the implementation of cognitive training and the benefits obtained for a better comprehension of the information received by individuals. A literature review is provided to give an overview of how these issues have impacted various parts of the world. The importance of integrating novel approaches to Smart learning, such as genetic algorithms and cognitive training, to enrich pedagogical strategies is highlighted.
引用
收藏
页码:117 / 137
页数:21
相关论文
共 50 条
  • [31] Architecture students’ perceptions of their learning environment and their academic performance
    Oluwatayo A.A.
    Aderonmu P.A.
    Aduwo E.B.
    [J]. Learning Environments Research, 2015, 18 (1) : 129 - 142
  • [32] EFFECTS OF GROUP LEARNING ON THE ACADEMIC PERFORMANCE OF UNIVERSITY STUDENTS
    Vrioni, Rudina
    [J]. PROBLEMS OF EDUCATION IN THE 21ST CENTURY, 2011, 33 : 111 - 117
  • [33] Fast learning algorithm to improve performance of Quickprop
    Cheung, Chi-Chung
    Ng, Sin-Chun
    [J]. ELECTRONICS LETTERS, 2012, 48 (12) : 678 - 679
  • [34] Academic performance of undergraduate dental students with learning disabilities
    Ali, K.
    Zahra, D.
    Coelho, C.
    Jones, G.
    Tredwin, C.
    [J]. BRITISH DENTAL JOURNAL, 2017, 222 (03) : 205 - 208
  • [35] Learning by doing and academic performance in Business Administration students
    Bracho, Oriana Carola Cortes
    Rodriguez, Libnazaret Betancourt
    Turizo, Jorge Mejia
    Ojeda Beltran, Adelaida del Carmen
    [J]. REVISTA PENSAMIENTO AMERICANO, 2023, 16 (32):
  • [36] Academic performance of undergraduate dental students with learning disabilities
    K. Ali
    D. Zahra
    C. Coelho
    G. Jones
    C. Tredwin
    [J]. British Dental Journal, 2017, 222 : 205 - 208
  • [37] TCP Smart Framing: A segmentation algorithm to improve TCP performance
    Mellia, M
    Meo, M
    Casetti, C
    [J]. QUALITY OF SERVICE IN MULTISERVICE IP NETWORKS, PROCEEDINGS, 2003, 2601 : 276 - 291
  • [38] Medical Students' Perceptions towards Smart Devices and Their Relationship with Academic Performance
    Barradah, Rasheed Khalid
    Mohamed, Elsadig Yousif
    Sami, Waqas
    Alsahly, Rakan Jaser
    Alghannam, Thamer Ahmed
    Alrawsaa, Mohammed Abdulrahman
    Abumaghayed, Abdullah Yahya
    Almutairi, Naif Zayed
    [J]. JOURNAL OF RESEARCH IN MEDICAL AND DENTAL SCIENCE, 2020, 8 (04): : 83 - 88
  • [39] COOPERATIVE LEARNING - DOES IT IMPROVE THE ACADEMIC-ACHIEVEMENT OF STUDENTS WITH HANDICAPS
    TATEYAMASNIEZEK, KM
    [J]. EXCEPTIONAL CHILDREN, 1990, 56 (05) : 426 - 437
  • [40] LEARNING ANALYTIC FRAMEWORK FOR STUDENTS' ACADEMIC PERFORMANCE AND CRITICAL LEARNING PATHWAYS
    Lyn, Jessica tan yen
    Kheng, Goh yong
    Chow, Lai an
    Meng, Ngeow yoke
    [J]. JOURNAL OF QUALITY MEASUREMENT AND ANALYSIS, 2024, 20 (02): : 127 - 147