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INTERVIEW IN LAND CONSOLIDATION USING GENETIC ALGORITHM

Year 2018, Volume: 60 Issue: 2, 129 - 146, 01.08.2018

Abstract

It is called farming, which is made on land to produce useful and essential products for life. Agriculture has ever been the main source of human life. However, as the human population are growing day by day, the earth presence in the world remains the same, even decreasing. In Turkey, due to various reasons agricultural land is small, fragmented and scattered. This situation affects the agricultural productivity in negative direction. In order to increase productivity legal measures, which prevent further fragmentation of agricultural land, should be taken first and then the existing fragmented structure should be reassembled and regulated according to the principles of modern agricultural management, i.e. land consolidation (LC) must be done. LC process consists of various time consuming and complex stages. In this study, it has been emphasized that the interview stage of the land consolidation process, which is currently carried out manually, is carried out automatically. In order to solve problem genetic algorithm (GA) has been applied on the problem and the results obtained have been evaluated.

References

  • E. Ertunç, T. Çay, and H. Haklı, "Modeling of reallocation in land consolidation with a hybrid method," Land Use Policy, vol. 76, pp. 754-761, 2018.
  • T. Van Dijk, "Scenarios of Central European land fragmentation," Land use policy, vol. 20, no. 2, pp. 149-158, 2003.
  • L. Latruffe and L. Piet, "Does land fragmentation affect farm performance? A case study from Brittany," 2013.
  • S. Di Falco, I. Penov, A. Aleksiev, and T. M. Van Rensburg, "Agrobiodiversity, farm profits and land fragmentation: Evidence from Bulgaria," Land use policy, vol. 27, no. 3, pp. 763-771, 2010.
  • G. Pašakarnis and V. Maliene, "Towards sustainable rural development in Central and Eastern Europe: Applying land consolidation," Land Use Policy, vol. 27, no. 2, pp. 545-549, 2010.
  • L. Li, Y. Chen, H. Gao, and D. Li, "A Hybrid Registration Approach of Remote Sensing Images for Land Consolidation," Intelligent Automation & Soft Computing, vol. 18, no. 8, pp. 1121-1132, 2012.
  • J. SONNENBERG, "New method for the design of the reallocation plan in land consolidation projects. FIG XXI," in INTERNATIONAL CONGRESS, Brighton, 1998.
  • M. AVCI, "A new approach oriented to new reallotment model based on block priority method in land consolidation," Turkish Journal of Agriculture and Forestry, vol. 23, no. 4, pp. 451-458, 1999.
  • A. Buis and R. Vingerhoeds, "Knowledge-based systems in the design of a new parcelling," Knowledge-Based Systems, vol. 9, no. 5, pp. 307-314, 1996.
  • H. Hakli and U. Harun, "A novel approach for automated land partitioning using genetic algorithm," Expert Systems with Applications, vol. 82, pp. 10-18, 2017.
  • M. Uyan, "Arazi düzenlemesi çalışmalarında mekansal karar destek sistemleri kurulumu ve uygulaması," Selçuk Üniversitesi Fen Bilimleri Enstitüsü, 2011.
  • H. Haklı, "Arazi toplulaştırma için optimizasyon tabanlı yeni bir dağıtım ve parselasyon modelinin geliştirilmesi," Selçuk Üniversitesi Fen Bilimleri Enstitüsü, 2017.
  • J. H. Holland, Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence. MIT press, 1992.
  • G. Kanagaraj, S. Ponnambalam, and N. Jawahar, "A hybrid cuckoo search and genetic algorithm for reliability–redundancy allocation problems," Computers & Industrial Engineering, vol. 66, no. 4, pp. 1115-1124, 2013.
  • J. Kruppa, B. Lepenies, and K. Jung, "A genetic algorithm for simulating correlated binary data from biomedical research," Computers in biology and medicine, vol. 92, pp. 1-8, 2018.
  • Y. İnceyol, "Arazi düzenleme çalışmalarında genetik algoritma uygulaması," Selçuk Üniversitesi Fen Bilimleri Enstitüsü, 2014.
Year 2018, Volume: 60 Issue: 2, 129 - 146, 01.08.2018

Abstract

References

  • E. Ertunç, T. Çay, and H. Haklı, "Modeling of reallocation in land consolidation with a hybrid method," Land Use Policy, vol. 76, pp. 754-761, 2018.
  • T. Van Dijk, "Scenarios of Central European land fragmentation," Land use policy, vol. 20, no. 2, pp. 149-158, 2003.
  • L. Latruffe and L. Piet, "Does land fragmentation affect farm performance? A case study from Brittany," 2013.
  • S. Di Falco, I. Penov, A. Aleksiev, and T. M. Van Rensburg, "Agrobiodiversity, farm profits and land fragmentation: Evidence from Bulgaria," Land use policy, vol. 27, no. 3, pp. 763-771, 2010.
  • G. Pašakarnis and V. Maliene, "Towards sustainable rural development in Central and Eastern Europe: Applying land consolidation," Land Use Policy, vol. 27, no. 2, pp. 545-549, 2010.
  • L. Li, Y. Chen, H. Gao, and D. Li, "A Hybrid Registration Approach of Remote Sensing Images for Land Consolidation," Intelligent Automation & Soft Computing, vol. 18, no. 8, pp. 1121-1132, 2012.
  • J. SONNENBERG, "New method for the design of the reallocation plan in land consolidation projects. FIG XXI," in INTERNATIONAL CONGRESS, Brighton, 1998.
  • M. AVCI, "A new approach oriented to new reallotment model based on block priority method in land consolidation," Turkish Journal of Agriculture and Forestry, vol. 23, no. 4, pp. 451-458, 1999.
  • A. Buis and R. Vingerhoeds, "Knowledge-based systems in the design of a new parcelling," Knowledge-Based Systems, vol. 9, no. 5, pp. 307-314, 1996.
  • H. Hakli and U. Harun, "A novel approach for automated land partitioning using genetic algorithm," Expert Systems with Applications, vol. 82, pp. 10-18, 2017.
  • M. Uyan, "Arazi düzenlemesi çalışmalarında mekansal karar destek sistemleri kurulumu ve uygulaması," Selçuk Üniversitesi Fen Bilimleri Enstitüsü, 2011.
  • H. Haklı, "Arazi toplulaştırma için optimizasyon tabanlı yeni bir dağıtım ve parselasyon modelinin geliştirilmesi," Selçuk Üniversitesi Fen Bilimleri Enstitüsü, 2017.
  • J. H. Holland, Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence. MIT press, 1992.
  • G. Kanagaraj, S. Ponnambalam, and N. Jawahar, "A hybrid cuckoo search and genetic algorithm for reliability–redundancy allocation problems," Computers & Industrial Engineering, vol. 66, no. 4, pp. 1115-1124, 2013.
  • J. Kruppa, B. Lepenies, and K. Jung, "A genetic algorithm for simulating correlated binary data from biomedical research," Computers in biology and medicine, vol. 92, pp. 1-8, 2018.
  • Y. İnceyol, "Arazi düzenleme çalışmalarında genetik algoritma uygulaması," Selçuk Üniversitesi Fen Bilimleri Enstitüsü, 2014.
There are 16 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Review Articles
Authors

Şifa Özsarı 0000-0002-0531-4645

Harun Uğuz 0000-0003-4617-202X

Tayfun Çay 0000-0002-4661-5583

Publication Date August 1, 2018
Submission Date August 31, 2018
Acceptance Date December 3, 2018
Published in Issue Year 2018 Volume: 60 Issue: 2

Cite

APA Özsarı, Ş., Uğuz, H., & Çay, T. (2018). INTERVIEW IN LAND CONSOLIDATION USING GENETIC ALGORITHM. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering, 60(2), 129-146.
AMA Özsarı Ş, Uğuz H, Çay T. INTERVIEW IN LAND CONSOLIDATION USING GENETIC ALGORITHM. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. August 2018;60(2):129-146.
Chicago Özsarı, Şifa, Harun Uğuz, and Tayfun Çay. “INTERVIEW IN LAND CONSOLIDATION USING GENETIC ALGORITHM”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 60, no. 2 (August 2018): 129-46.
EndNote Özsarı Ş, Uğuz H, Çay T (August 1, 2018) INTERVIEW IN LAND CONSOLIDATION USING GENETIC ALGORITHM. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 60 2 129–146.
IEEE Ş. Özsarı, H. Uğuz, and T. Çay, “INTERVIEW IN LAND CONSOLIDATION USING GENETIC ALGORITHM”, Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng., vol. 60, no. 2, pp. 129–146, 2018.
ISNAD Özsarı, Şifa et al. “INTERVIEW IN LAND CONSOLIDATION USING GENETIC ALGORITHM”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 60/2 (August 2018), 129-146.
JAMA Özsarı Ş, Uğuz H, Çay T. INTERVIEW IN LAND CONSOLIDATION USING GENETIC ALGORITHM. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. 2018;60:129–146.
MLA Özsarı, Şifa et al. “INTERVIEW IN LAND CONSOLIDATION USING GENETIC ALGORITHM”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering, vol. 60, no. 2, 2018, pp. 129-46.
Vancouver Özsarı Ş, Uğuz H, Çay T. INTERVIEW IN LAND CONSOLIDATION USING GENETIC ALGORITHM. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. 2018;60(2):129-46.

Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering

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