کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4943238 1437624 2017 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A novel approach for automated land partitioning using genetic algorithm
ترجمه فارسی عنوان
یک رویکرد جدید برای پارتیشن بندی خودکار زمین با استفاده از الگوریتم ژنتیک
کلمات کلیدی
الگوریتم ژنتیک، پارتیشن بندی خودکار زمین، بهینه سازی، تثبیت زمین،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
Land consolidation is an important tool to prevent land fragmentation and enhance agricultural productivity. Land partitioning is one of the most significant problems within the land consolidation process. This process is related to the subdivision of a block having non-uniform geometric shapes. Land partitioning determines the location of new land parcels and is a complex problem containing many conflicting demands, so conventional programming techniques are not sufficient for this NP optimization problem. Therefore, it is necessary to have an intelligent system with a standard decision-making mechanism capable of processing many criteria simultaneously and evaluating a number of different solutions in a short time. To overcome this problem and accelerate the land partitioning process, we proposed automated land partitioning using a genetic algorithm (ALP-GA). Besides the parcel's size, shape and land value, the proposed method evaluates fixed facilities, and the degree and location of cadastral parcels to generate a land partitioning plan. The proposed method automated the land partitioning process using an intelligent system and was implemented over a real project area. Experimental study shows that the proposed method is more successful and efficient than the designer with respect to the results meeting the objective function. In addition, the land partition process is greatly simplified by the proposed method.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 82, 1 October 2017, Pages 10-18
نویسندگان
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