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    Appling the Roulette Wheel Selection Approach to Address the Issues of Premature Convergence and Stagnation in the Discrete Differential Evolution Algorithm by Asaad Shakir Hameed, Haiffa Muhsan B. Alrikabi, Abeer A. Abdul–Razaq, Zakir Hussain Ahmed, Huda Karem Nasser, Modhi Lafta Mutar

    Published 2023-01-01
    “…To address these concerns in the DDE algorithm, this work aims to achieve the following objectives: (i) investigate the causes of premature convergence and stagnation in the DDE algorithm; (ii) propose techniques to prevent premature convergence and stagnation in DDE, including a quantitative measurement of premature convergence based on the level of mismatching between the population solutions and then divide the population into individual groups based on the level of mismatching between the population solutions and the best solution; and applying the roulette wheel selection (RWS) approach to determine whether a higher degree of nonmatching is more suitable for choosing a population of separate groups to be able to produce a new solution with more options to prevent the occurrence of premature convergence; (iii) evaluate the effectiveness of the proposed techniques through employing the DDE algorithm to solve the quadratic assignment problem (QAP) as a standard to evaluate our results and their effect on avoiding premature convergence and stagnation issues, which led to the enhancement of the algorithm’s accuracy. …”
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    The Development of Smart Wheel Media For Reading Recognition to 1st Grade Students of MI Mamba'ul Huda by Fatimatuzzahro Fatimatuzzahro, Zumrotus Sa'diyah, Firda Zakiyatur Rofi'ah

    Published 2022-07-01
    “…The development of smart wheel media for early reading recognition is a relatively new thing. …”
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  16. 436

    The construction of the Tauriz wheel road in the Russian-Persian transborder region by the Russian Treasury during the early ХХ century by Gadilya G. Kornoukhova

    Published 2024-12-01
    “…However, at the turn of the XIX-XX centuries, the Russian government alternatively decided to begin construction first of a wheel road first between the designated sites. The author discusses the history of the construction of the Tabriz wheel road, its quality characteristics, and operational capabilities. …”
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    Total Face Irregularity Strength of Grid and Wheel Graph under K-Labeling of Type (1, 1, 0) by Aleem Mughal, Noshad Jamil

    Published 2021-01-01
    “…In this study, we used grids and wheel graphs G=V,E,F, which are simple, finite, plane, and undirected graphs with V as the vertex set, E as the edge set, and F as the face set. …”
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