Firefly Optimization Algorithm for the Prediction of Uplift due to High-Pressure Jet Grouting
المؤلفون المشاركون
Dai, Wukui
Liang, Li
Zhang, Bingji
المصدر
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-12، 12ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-12-10
دولة النشر
مصر
عدد الصفحات
12
التخصصات الرئيسية
الملخص EN
A project that needs to be uplifted by high-pressure jet grouting (HPJG) is exposed to particular geological and engineering circumstances; meanwhile, HPJG has intense subjectivity, short of the theoretical base, to ascertain the influence angle β and enlarged radius Δa, which are the main parameters that affect the uplift effect.
Therefore, we proposed a new method based on the firefly optimization algorithm to search for the optimal solution for the target function.
Stochastic medium theory (SMT) was used in this article, in which the effect of single-pile HPJG was simulated as the superposition effect of the foam slurry at the same distance, to construct a stochastic medium prediction model of the effect of uplift due to multi-HPJG.
In accordance with the range of the prediction results of single-pile HPJG and combined with in situ monitoring data to define the target function, the optimal parameters are substituted into the prediction model to predict the subsequent uplift effect due to HPJG.
As a result of the global optimization capacity and by comparison with the genetic algorithm, the FOA has a greater advantage in terms of effectiveness and precision.
Finally, it is proven that the prediction result meets the requirement of the prediction in advance by statistical data.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Dai, Wukui& Liang, Li& Zhang, Bingji. 2020. Firefly Optimization Algorithm for the Prediction of Uplift due to High-Pressure Jet Grouting. Advances in Civil Engineering،Vol. 2020, no. 2020, pp.1-12.
https://search.emarefa.net/detail/BIM-1123543
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Dai, Wukui…[et al.]. Firefly Optimization Algorithm for the Prediction of Uplift due to High-Pressure Jet Grouting. Advances in Civil Engineering No. 2020 (2020), pp.1-12.
https://search.emarefa.net/detail/BIM-1123543
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Dai, Wukui& Liang, Li& Zhang, Bingji. Firefly Optimization Algorithm for the Prediction of Uplift due to High-Pressure Jet Grouting. Advances in Civil Engineering. 2020. Vol. 2020, no. 2020, pp.1-12.
https://search.emarefa.net/detail/BIM-1123543
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1123543
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر