Implementation of the land reallocation problem using NSGA-II and PESA-II algorithms: a case study in Konya/Turkey

IF 1.2 4区地球科学 Q3 ENGINEERING, CIVIL

Survey Review Pub Date : 2022-09-05 DOI:10.1080/00396265.2022.2119742

Zeynep Haber, Harun Uguz, Huseyin Hakli

引用次数: 2

Abstract

Land consolidation is one of the essential tools to increase productivity in agricultural production. The most important, complex, and time-consuming step is land allocation among the land consolidation stages. For these reasons, it is inevitable to use computer technology to optimize this process. This study used reallocation models based on PESA-II and NSGA-II optimization algorithms to solve the reallocation problem. The methods were compared with the optimization algorithms in the literature and the conventional method obtained by the technician. The applied algorithms have achieved successful results by parcel number, average parcel size, and reallocation cost.

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利用NSGA-II和PESA-II算法实现土地再分配问题——以土耳其科尼亚为例

土地整理是提高农业生产生产力的重要工具之一。最重要、最复杂、最耗时的步骤是土地整理阶段之间的土地分配。由于这些原因，使用计算机技术来优化这一过程是不可避免的。本研究使用基于PESA-II和NSGA-II优化算法的再分配模型来解决再分配问题。将这些方法与文献中的优化算法和技术人员获得的传统方法进行了比较。所应用的算法在包裹数量、平均包裹大小和重新分配成本方面都取得了成功。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Survey Review 地学-地球科学综合

CiteScore

3.50

自引率

6.20%

发文量

审稿时长

6 months

期刊介绍： Survey Review is an international journal that has been published since 1931, until recently under the auspices of the Commonwealth Association of Surveying and Land Economy (CASLE). The journal is now published for Survey Review Ltd and brings together research, theory and practice of positioning and measurement, engineering surveying, cadastre and land management, and spatial information management. All papers are peer reviewed and are drawn from an international community, including government, private industry and academia. Survey Review is invaluable to practitioners, academics, researchers and students who are anxious to maintain their currency of knowledge in a rapidly developing field.