Determine optimal pit limit using artificial bee colony algorithm

Message:
Article Type:
Research/Original Article (دارای رتبه معتبر)
Abstract:
In the past, various methods have been proposed to determine the ultimate pit limit. Among the methods, can be pointed out artificial intelligence-based methods such heuristic algorithms, genetic, ants and colony competition. Artificial bee colony (ABC) algorithm is one of the most powerful heuristic algorithms inspired by the cumulative life of bees. In this paper, first, a hypothetical example of the life of the bees was described to find the source with the highest number of nectar by this algorithm. Then, a method based on the bee algorithm is proposed to determine the ultimate pit limit, and to examine its performance, a two-dimensional example is described step by step. In this example, it was found where in cases, the moving cone can not find the optimal solution for determining the ultimate pit limit, the ABC is well suited for its solution.Then, this algorithm was used to determine the ultimate limit of Sungun mine with a number of 120*100*45 blocks. To validate the problem solving of determining the ultimate limit using the ABC algorithm, graph theory and moving cones was used. The results show that the difference in income from the determination of the ultimate pit limit using the ABC algorithm from the moving cone and the graph theory is 1.6% and 12.3%, respectively.
Language:
Persian
Published:
Journal of Mining Engineering, Volume:13 Issue: 41, 2018
Pages:
75 to 90
https://magiran.com/p1995602  
دانلود و مطالعه متن این مقاله با یکی از روشهای زیر امکان پذیر است:
اشتراک شخصی
با عضویت و پرداخت آنلاین حق اشتراک یک‌ساله به مبلغ 1,390,000ريال می‌توانید 70 عنوان مطلب دانلود کنید!
اشتراک سازمانی
به کتابخانه دانشگاه یا محل کار خود پیشنهاد کنید تا اشتراک سازمانی این پایگاه را برای دسترسی نامحدود همه کاربران به متن مطالب تهیه نمایند!
توجه!
  • حق عضویت دریافتی صرف حمایت از نشریات عضو و نگهداری، تکمیل و توسعه مگیران می‌شود.
  • پرداخت حق اشتراک و دانلود مقالات اجازه بازنشر آن در سایر رسانه‌های چاپی و دیجیتال را به کاربر نمی‌دهد.
In order to view content subscription is required

Personal subscription
Subscribe magiran.com for 70 € euros via PayPal and download 70 articles during a year.
Organization subscription
Please contact us to subscribe your university or library for unlimited access!