WELCOME TO THE NUMERICAL METHODS AND OPTIMIZATION RESEARCH LABORATORY

 

MEMBERS

1 2 3 4
Assoc. Prof.A. Egemen YILMAZ(Founder and Director)  Assoc. Prof.Murat EFE Asst. Prof.Ahmet AKBULUT  Asst. Prof.İ. Evrim ÇOLAK
5 6 7 8
Research Assistant Sultan CAN Research Assistant Barış SATAR Research AssistantÖ. Tolga ALTINÖZ Research AssistantHandan İLBEĞİ

SPONSORS

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PROJECTS

76 mm TAKS Project – HETAY Algorithm Development, AİTY Inc. / ASELSAN Inc., Contract Nr: SST-IA-2009-111 (01.02.2010 – 01.06.2011) COMPLETED

Development of EM Approximate Design and Synthesis Tool, E.D.Y. Ltd. / Turkish Ministry of Science, Industry and Technology, TGSD Contract Nr: 0214.TGSD.2011 (01.05.2011 – 01.05.2012) COMPLETED

Design of Doubly Periodic Structures, Ankara University Scientific Research Fund (BAP) – BAP Grant Nr: 11B4343004 (01.05.2011 – 01.05.2013) COMPLETED

DOYS: Metaheuristics Based Distributed Cache Management System for Cloud Computing, Dirisoft Ltd. – TÜBİTAK TEYDEB, Contract Nr: 7110265 (01.10.2011 – 22.03.2013) COMPLETED

Route and Task Management / Optimization for Multiple Aerial Vehicles, HAVELSAN Inc. / Turkish Ministry of Science, Industry and Technology, SANTEZ, Contract Nr: 01052.STZ.2011-2 (01.03.2012 – 28.02.2013) COMPLETED

ESDGarm – Electrostatic Discharge Protection Garment Development Project – CrossTexNet & TÜBİTAK 1509 International Industrial R&D Project, Contract Nr: 9110018 (01.05.2012 – 01.05.2014)

3DShields – Electromagnetic Shielding Textile Development Project – CrossTexNet & TÜBİTAK 1509 International Industrial R&D Project, Contract Nr: 9120017 (28.11.2012 – 27.11.2014)

Solution of the Generalized Assignment Problems on Graphic Processing Units – HAVELSAN Inc. / Turkish Ministry of Science, Industry and Technology, SANTEZ, Contract Nr: 01588.STZ.2012-2 (01.04.2013 – 01.10.2014)

ASTEMO: Advanced Software Tools for Electromagnetic Modeling and Optimization – TÜBİTAK UİDB Research Project, Contract Nr: 112E168 (01.01.2013 – 31.12.2014)

TAKS Project – HETAY Algorithm Development Phase 2, E.D.Y. Ltd. / ASELSAN Inc., Contract Nr: SST-IA-2012-122 (01.02.2013 – 01.02.2014)

DVYS: Metaheuristics Based Distributed Backup Management System for Cloud Computing, Dirisoft Ltd. – TÜBİTAK TEYDEB, Contract Nr: 7120952 (01.04.2013 – 31.10.2014)

 

COLLABORATORS

Prof. Mustafa KUZUOĞLU METU, Department of Electrical-Electronics Engineering
Prof. Ekmel ÖZBAY Bilkent Uni,. Department of Electrical-Electronics Engineering
Prof. Gönül TURHAN-SAYAN METU, Department of Electrical-Electronics Engineering
Prof. Kemal LEBLEBİCİOĞLU METU, Department of Electrical-Electronics Engineering
Prof. Gerhard Wilhelm WEBER METU, Institute of Applied Mathematics
Prof. Daniel IOAN Politehnica University of Bucharest
Prof. Gabriela CIUPRINA Politehnica University of Bucharest
Prof. S. Gökhun TANYER Başkent Uni., Department of Electrical-Electronics Engineering
Assoc. Prof. Barış AKAOĞLU Ankara Uni., Department of Physics Engineering
Fotonik ve Elektromagnetizma Araştırma Grubu
Assoc. Prof. Hamza KURT TOBB ETU Uni., Department of Electrical-Electronics Engineering
Dr. Andriy E. Serebryannikov Hamburg University of Technology, Department of Electrical-Electronics Engineering

 

PROJECT PARTNERS

13 ASELSAN A.Ş.Sensor and Weapon Technologies Group 13ASELSAN A.Ş. Communications and Information Technologies Group 15 HAVELSAN A.Ş. 
18 GATE Elektronik A.Ş.
20Dirisoft Bilgi İletişim Ltd. Şti. 21The National Research & Development Center for Textiles and Leather – Romania 23Gheorge AsachiTechnical Universityof Iasi – Romania 25Politehnica University of Bucharest – Romania

 

STUDENTS

Ph. D. Students

Ö. Tolga ALTINÖZ                                             TED University Department of Electrical and Electronics Engineering

Fatih YAMAN                                                    Turkish Land Forces Academy

Engin YALÇIN                                                     Turkish Land Forces

Yusuf ÖZTÜRK                                                   Tübitak Ulakbim

Gökay AKINCI                                                    General Directorate of State Hydraulic Works

Orkun AĞIROĞLU                           Ministry of National Defence – Directorate of Research and Development

Sultan CAN                                        Ankara University

Handan İLBEĞI                                 Ankara University

MSc. Students

Taner SONER                                    Turkish Land Forces Academy

Mahmut BOZYİĞİT                         Full Time Scholar – Ankara Uni. Dept. Electrical-Electronics Eng.

Eren AKÇA                                         Part Time Scholar – HAVELSAN A.Ş.

 

FORMER MEMBERS AND STUDENTS

Tuğrul ADIGÜZEL, Ph. D., now with TÜBİTAK-SAGE

Ozan YURDUSEVEN, M. Sc., now with Delft University

İsmail SALKIM, M. Sc., now with Baker Hughes

İbrahim Berk YILMAZ, M. Sc., now with Turkish Air Forces

Çağatay SEL, M. Sc., now with Altay Engineering

Gülden ELEYAN, M. Sc.

İlden AK, B. Sc., now with Turkish Aerospace Industries (TAI) Inc.

Tülay YILMAZ, B. Sc., now with Turkish Aerospace Industries (TAI) Inc.

Cemanur AYDINALP, B. Sc., now with Kilis University

Emrah ÇİÇEK, B. Sc., now with Vestel Defence Industries Inc.

Burak BEZİRCİ, B. Sc.,now with Koç System Technologies Inc.

Tuğrul AYDEMİR, B. Sc., now with Vestel Defence Industries Inc.

Seçkin DİKBAYIR, B. Sc., now with the Ministry of Customs and Commerce

Mustafa BOZKURT, B. Sc., now with Arçelik Electronic Appliances Inc.

Barış BEKMEZ, B. Sc.

Sertaç ERDEMİR, now with ROKETSAN Inc.

Caner ÖNDER, now with Middle East Technical University

 

RECENT PUBLICATIONS

2014

International Journal Papers

  1. S. Erdemir, A. E. Yılmaz, L1 Frekansında Çalışan E-Şekilli Mikroşerit GPS Anteni Tasarımı / Design of an E-Shaped Microstrip GPS Antenna Operating at L1 Frequency, Uludağ University Journal of the Faculty of Engineering and Architecture, vol. 19, no. 1, pp. xxx-xxx, 2014. (National)
  2. A. E. Yilmaz, Natural Language Processing: An Inevitable Step in Requirements Engineering, International Journal of Systems and Service-Oriented Engineering, vol. 4, no. 1, pp. 68-83, January-March 2014. (INSPEC)

 

International Congress/Symposium Papers

  1. Tunca , S.Cigdem, S. Can, A.E.Yılmaz, Back to Back Placed Double K FSS for K and Ku Band Operations, The 8th International Congress on Advanced Electromagnetic Materials in Microwaves and Optics, Metamaterials’2014, Copenhagen, Denmark, August 2014.
  2. Can, A. E. Yılmaz, Absorption and Reflection Characteristics of a Circular Disk with Gridded-Square Loop-Loaded FSS Structure for X-Band Operations, The 8th International Congress on Advanced Electromagnetic Materials in Microwaves and Optics, Metamaterials’2014, Copenhagen, Denmark, August 2014.
  3. Can, A. E. Yılmaz, Bandwidth Enhancement of a Triangle with Gridded-Square Loop-Loaded FSS for X and Ku Bands, The 8th European Conference on Antennas and Propagation (EUCAP2014), The Hague, Holland, April, 2014.
  4. Y. Kapusuz, S. Can, Parametric Analyzes of Dual-Frequency Annular Ring Microstrip Patch Antenna, The 8th European Conference on Antennas and Propagation (EUCAP2014), The Hague, Holland, April, 2014O. T. Altinoz, A. E. Yilmaz, Comparison of Parallel CUDA and OpenMP Implementations of Particle Swarm Optimization, in Proc. 2nd International Symposium on Innovative Technologies in Engineering and Science (ISITES2014), Karabük, Turkey, 18-20 June 2014.
  5. T. Altinoz, A. E. Yilmaz, A. Duca, G. Ciuprina, Particle Swarm Optimization with Social Exclusion and its Application in Electromagnetics, in Proc. 14th International Conference on Optimization of Electrical and Electronic Equipment (OPTIM 2014), Brasov, Romania, 22-24 May 2014.
  6. Soner, A. E. Yilmaz, Development of a Software Package for Application of Parametric Estimation Models to Software Projects, in Proc. 10th Annual International Conference on Information Technology & Computer Science, Athens, Greece, 19-22 May 2014.

 

National Congress/Symposium Papers

  1. Can, A. E. Yılmaz, G. Turhan Sayan,” Altıgen Şekilli Ayrık Halka Rezonatör Yapılarının Analizi”, VII. URSI-Türkiye’2014 Bilimsel Kongresi ve Ulusal Genel Kurulu, Elazığ, Turkiye,28-30 Ağustos 2014
  2. Çiğdem, C. Tunca, S.Can, A. E. Yılmaz, ” Frekans Seçici Yüzey: Kelebek Şekilli Birim Hücre Yapı Önerisi ” VII. URSI-Türkiye’2014 Bilimsel Kongresi ve Ulusal Genel Kurulu, Elazığ,Turkiye,28-30 Ağustos 2014
  3. Çiğdem, C. Tunca, S.Can, A. E. Yılmaz, ” KU ve K Bant Uygulamaları için Birleşik Altıgen Frekans Seçici Yüzey Tasarımı ” VII. URSI-Türkiye’2014 Bilimsel Kongresi ve Ulusal Genel Kurulu, Elazığ,Turkiye,28-30 Ağustos 2014
  4. Çiğdem, C. Tunca, S.Can, A. E. Yılmaz, ” Negatif Kırılma İndisi Özelliği Gösteren Karesel ve Dairesel Yarık Halka Rezonatörlerin Analizi ve Karşılaştırılması” VII. URSI-Türkiye’2014 Bilimsel Kongresi ve Ulusal Genel Kurulu, Elazığ,Turkiye,28-30 Ağustos 2014
  5. Can, F. Bagci, A. E.Yılmaz, B. Akaoglu, Filtering the Electromagnetic Waves by a Split Ring Resonator Inspired Surface, Humboldt Kolleg: German- Turkish Cooperation In Physics : New Challenges In Science, Ankara, Turkey, 11 – 13 June 2014.
  6. Bagci, S. Can, B. Akaoglu,A. E. Yilmaz, Tunable Photonic Crystal Polarization Beam Splitter Based on Self-Collimation and Photonic Band Gap Effects , Humboldt Kolleg: German- Turkish Cooperation In Physics : New Challenges In Science, Ankara, Turkey, 11 – 13 June 2014.
  7. Can, A. E. Yılmaz, Elektromanyetik Kalkanlama Özellikli Bir Kumaş Tasarımı Üzerine Bir İnceleme, Savtek 7.Savunma Teknolojileri Kongresi, Ankara,2014
  8. Değerliyurt,G. Işık, S. Can, A. E. Yılmaz , Uzun Vadeli Evrim Uygulamaları için Çift Frekanslı Anten Tasarımı, Dual Band Antenna Design for Long Term Evolution Applications, IEEE 22th Signal Processing and Communications Applications Conference, Trabzon, Nisan 2014
  9. – K. Gökalp, M. Efe, A. E. Yılmaz, LMS Tabanlı Aktif Gürültü Giderimi Algoritmalarının Karşılaştırılması, to appear in Savunma Teknolojileri Kongresi (SAVTEK 2014), 25-27 Haziran 2014, Ankara (accepted).
  10. E. Yılmaz, Çok Fonksiyonlu Radar Sistemlerinde Görev Planlama Problemi Üzerine Bir İnceleme, to appear in 7. Savunma Teknolojileri Kongresi (SAVTEK 2014), 25-27 Haziran 2014, Ankara (accepted).

2013

International Journal Papers

  1. S. Can, A.E. Yilmaz, Parametric Performance Analysis of the Square Loop Frequency Selective Surface, to appear in Elektrotehniski Vestnik, vol. 80, no. x, pp. xxx-xxx, 2013.
  2. E. Yalcin, A. E. Yilmaz, M. Kuzuoglu, Performance Comparison of Various Hexahedral Element Quality Metrics via Parametric Distortion of an Ideal Element, International Journal of Computational Methods (IJCM), vol. 10, no. 4, 28 pages, August 2013, DOI: 10.1142/S0219876213500175.
  3. E. Cicek, A. E. Yilmaz, A New Morse Code Scheme Optimized according to the Statistical Properties of Turkish, Turkish Journal of Electrical Engineering and Computer Sciences, vol. 21, no. 3, pp. 804-811, May 2013.
  4. E. Colak, A. E. Serebryannikov, A. Ozgur Cakmak, E. Ozbay, Experimental study of broadband unidirectional splitting in photonic crystal gratings with broken structural symmetry, Applied Physics Letters vol. 102, no. 15, pp. 151105-151105-5, April 2013.
  5. O. T. Altinoz, A. E. Yilmaz, G.-W. Weber, Orthogonal Array Based Performance Improvement in the Gravitational Search Algorithm, Turkish Journal of Electrical Engineering and Computer Sciences, vol. 21, no. 1, pp. 174-185, January 2013.

 

International Congress/Symposium Papers

  1. T. Altinoz, A.E. Yilmaz, G. Ciuprina, Use of Kaczmarz’s Method in Intelligent-Particle Swarm Optimization, 8th International Conference on Electrical and Electronics Engineering, Bursa, Turkey, 28-30 November 2013.
  2. Yaman, A. E. Yilmaz, K. Leblebicioglu, Radial Basis Function Integrated Genetic Algorithm: An Efficient Tool for Global Optimization, 3rd International Symposium on Computing in Science & Engineering (ISCSE 2013), Kuşadası, Turkey, 24-25 October 2013.
  3. T. Altinoz, A.E. Yilmaz, G. Ciuprina, Comparison of Particle Swarm Optimization on Various GPUs Designed for Add-On Graphic Boards, 3rd International Symposium on Computing in Science & Engineering (ISCSE 2013), Kuşadası, Turkey, 24-25 October 2013.
  4. T. Altinoz, A.E. Yilmaz, G. Ciuprina, A Multiobjective Optimization Approach via Systematical Modification of the Desirability Function Shapes, in Proc. 8th International Symposium on Advanced Topics in Electrical Engineering, Bucharest, Romania, 23-25 May 2013.
  5. T. Altinoz, A.E. Yilmaz, G. Ciuprina, The Impact of Problem Dimension on the Execution Time of Parallel Particle Swarm Optimization Implementation, in Proc. 8th International Symposium on Advanced Topics in Electrical Engineering, Bucharest, Romania, 23-25 May 2013.
  6. .A. Duca, M.I. Rebican, L. Janousek, A.E. Yilmaz, Enhancement of Particle Swarm Optimization Algorithms for the 3D Crack Reconstruction from ECT Signals, in 8th International Symposium on Advanced Topics in Electrical Engineering, Bucharest, Romania, 23-25 May 2013.

 

National Congress/Symposium Papers

  1. Erdemir, A. E. Yılmaz, L1, L2 ve L5 Frekanslarında Çalışan Üç Katmanlı Mikroşerit GPS Anteni Tasarımı, ASELSAN HBT Çalıştayı, 16-18 Kasım 2013, Ankara.
  2. Can, A. E. Yılmaz, Elektrostatik Boşalım Koruyucu Örgü Tipi Elbiselerde Kullanılan Malzemelerin Performans Üzerine Etkileri, 2. Ulusal EMC Konferansı, 9-12 Eylül 2013, İstanbul.
  3. . C. Önder, A. E. Yılmaz, İç İçe Geçmiş Dört Halkalı Frekans Seçici Yüzey Geometrisi, Ulusal EMC Konferansı, 9-12 Eylül 2013, İstanbul.
  4. Yaman, A. E. Yılmaz, K. Leblebicioğlu, Radyal Baz Fonksiyonu Entegre Edilmiş Genetik Algoritmada Düzgün Dağılımlı Başlangıç Popülasyonu Kullanımının Performansa Etkisi, TOK 2013, 26-28 Eylül 2013, Malatya.
  5. S. Dikbayır, A.E. Yılmaz, A.A. Diri, Bulut Ağlarına Yönelik Dağınık Önbellek Yönetim Sistemi’nde Farklı Optimizasyon ve Atama Tekniklerinin Performans Karşılaştırması, V. İletişim Teknolojileri ve Uygulamaları Sempozyumu, 16-17 Mayıs 2013, İzmir.
  6. T. Altınöz, A.E. Yılmaz, Paralel Parçacık Sürüsü Optimizasyonu Algoritmasında Grafik İşlemci ve Merkezi İşlemci Kullanılarak Rastgele Sayı Üretiminin Karşılaştırması, 6. Mühendislik ve Teknoloji Sempozyumu Bildiriler Kitabı, 25-26 Nisan 2013, Ankara.
  7. Akıncı, A.E. Yılmaz, CPU ve GPU Üzerinde Eşlenik Gradyan Yöntemi İmplementasyonlarının Performanslarının Karşılaştırılması, 6. Mühendislik ve Teknoloji Sempozyumu Bildiriler Kitabı, 25-26 Nisan 2013, Ankara.
  8. Soner, A.E. Yılmaz, Savunma Sanayi Yazılım Projelerinde Parametrik Modellerle Efor Tahmini Kıyaslaması, 6. Mühendislik ve Teknoloji Sempozyumu Bildiriler Kitabı, 25-26 Nisan 2013, Ankara.

 2012

International Journal Papers

  1. S. G. Tanyer, A. E. Yilmaz, F. Yaman, Adaptive desirability function for multiobjective design of thinned array antennas, Journal of Electromagnetic Waves and Applications (JEMWA), vol. 26, no. 17-18, pp. 2410-2417, December 2012.
  2. 8. J. F. Sauvage, L. Mugnier, Baptiste Paul, Rémi Villecroze, Jingyu Wang, Adrian Gh Podoleanu, Yuanjie Yang, Michael Mazilu, Kishan Dholakia, Aref Rasoulzadeh Zali, Mohammad Kazem Moravvej-Farshi, Gholamreza Abaeiani, Andriy E Serebryannikov, Evrim Colak, A Ozgur Cakmak, Ekmel Ozbay, Piotr Kowalczewski, Marco Liscidini, Lucio Claudio Andreani, Coronagraphic phase diversity: a simple focal plane sensor for high-contrast imaging, Optics Letters vol. 37, no. 23, pp. 4808-4810, December 2012.
  3. A. E. Serebryannikov, E. Colak, A. O. Cakmak, E. Ozbay, Dispersion irrelevant wideband asymmetric transmission in dielectric photonic crystal gratings, Optics letters vol. 37, no. 23, pp. 4844-4846, December 2012.
  4. Y. Ozturk, A. E. Yilmaz, E. Colak, E. Ozbay, Characterization, Slab-Pair Modeling and Phase Analysis of Circular Fishnet Metamaterials, Photonics and Nanostructures – Fundamentals and Applications, vol. 10, pp. 624-631, October 2012.
  5. O. T. Altinoz, A. E. Yilmaz, G.-W. Weber, Application of Chaos Embedded Particle Swarm Optimization for PID Parameter Tuning, International Journal of Computers, Communication and Control (IJCCC), vol. 7, no, 2, pp. 204-218, June 2012.
  6. A. Akbulut, T. Adiguzel, A. E. Yilmaz, Estimation of Time-Varying Channel State Transition Probabilities for Cognitive Radio Systems by means of Particle Swarm Optimization, Radioengineering, vol. 21, no. 1, pp. 104-109, April 2012.
  7. O. T. Altinoz, S. G. Tanyer, A. E. Yilmaz, A Comparative Study of Fuzzy-PSO and Chaos-PSO, Elektrotehniski Vestnik, vol. 79, no. 1-2, pp. 68-72, March 2012.
  8. O. T. Altinoz, A. E. Yilmaz, Particle Swarm Optimization with Parameter Dependency Walls and its Sample Application to the Microstrip-Like Interconnect Line Design, AEÜ – International Journal of Electronics and Communications, vol. 66, no. 2, pp. 107-114, February 2012.
  9. F. Yaman, A. E. Yilmaz, Elitist Genetic Algorithm Performance on the Uniform Circular Antenna Array Pattern Synthesis Problem, Electrical Review (Przeglad Elektrotechniczny), vol. 88, no. 1b, pp. 273-277, 2012.
  10. A. O. Cakmak, E. Colak, E. Ozbay, Simultaneously opening transmission channels with negative and positive phase velocities for the stacked subwavelength apertures in fishnet metamaterials with hybrid unit lattices Journal of Nanophotonics vol. 6, no. 1, pp. 061608-061608, January 2012.

International Congress/Symposium Papers

  1. Ç. Sel, A. E. Yilmaz, M. Efe, T. Yaylagul, S. U. Emel, Comparison of Different Ant Colony Optimization Algorithm Approaches in Asymmetric Assignment Problems, in Proc. 9th International Conference on Electronics, Computer and Computation, Ankara, Turkey, 1-3 November 2012.
  2. G. Akinci, A. E. Yilmaz, M. Kuzuoglu, How Generous is the ELLPACK Sparse Matrix Storage Scheme for Finite Element Computations, in Proc. 9th International Conference on Electronics, Computer and Computation, Ankara, Turkey, 1-3 November 2012.
  3. O. T. Altinoz, A. E. Yilmaz, G.-W. Weber, Optimization of First Generation Crone Approximated Fractional-order PIλDµ Controller by using Charged System Search, International Conference on Applied and Computational Mathematics (ICACM) Book of Abstracts, p. 27, Ankara, Turkey, 1-4 October 2012.
  4. O. T. Altinoz, A. E. Yilmaz, G.-W. Weber, Initialization Phase of the Gravitational Search Algorithm by means of Low-Discrepancy Sobol Quasi-Random Number Sequence, International Conference on Applied and Computational Mathematics (ICACM) Book of Abstracts, p. 27, Ankara, Turkey, 1-4 October 2012.
  5. O. Yurduseven, A. E. Yilmaz, Fine Tuning for the Resonant Frequency Formulas of the Arrow-Shaped Compact Microstrip Antenna, in Proc. Radioelektronika 2012, Brno, Czech Republic, 16-18 April 2012.
  6. O. Yurduseven, A. E. Yilmaz, G. Turhan-Sayan, A Compact Five-Band SLR Type Metamaterial, in Proc. European Conference on Antennas and Propagation (EuCAP) 2012, Prague, Czech Republic, 26-30 March 2012.

 

National Congress/Symposium Papers

  1. E. Yalçın, A. E. Yılmaz, M. Kuzuoğlu, Dört Yüzlü Eleman Kalite Ölçütleri Üzerine Bir İnceleme ve Karşılaştırma, URSI 6. Ulusal Kongre, 2-5 Eylül 2012, İstanbul.
  2. Ö. T. Altınöz, A. E. Yılmaz, Çekicilik Fonksiyonu Tabanlı Bir Çok-Amaçlı Optimizasyon Algoritması: Dikdörtgen Yama Anten Tasarımı Problemi Üzerinde Örnek Bir Uygulama, URSI 6. Ulusal Kongre, 2-5 Eylül 2012, İstanbul.
  3. B. Bekmez, A. E. Yılmaz, M. Kuzuoğlu, C++ Standart Şablon Kütüphanesi’ndeki Dinamik Veri Yapılarının Seyrek Matris İşlemlerindeki Performansları Üzerine Bir İnceleme, URSI 6. Ulusal Kongre, 2-5 Eylül 2012, İstanbul.
  4. G. Akıncı, A. E. Yılmaz, M. Kuzuoğlu, Elektromanyetik Saçılım Problemlerinin Sonlu Eleman Çözümü İçin Bilgisayar Kaynak Gereksinimlerini Hesaplamaya Yönelik Bir Yazılım Aracı, URSI 6. Ulusal Kongre, 2-5 Eylül 2012, İstanbul.
  5. F. Yaman, A. E. Yılmaz, S. G. Tanyer, Seyreltilmiş Anten Dizilerinde Çekicilik Fonksiyonu Kullanılarak Örüntü Eniyilemesi, IEEE 20. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2012), Nisan 2012, Fethiye, Muğla.