Publications

Technical Reports

  1. D. Karaboga, AN IDEA BASED ON HONEY BEE SWARM FOR NUMERICAL OPTIMIZATION,TECHNICAL REPORT-TR06,Erciyes University, Engineering Faculty, Computer Engineering Department 2005. (PDF)
Survey Studies
  1. D. Karaboga, B. Akay; A Survey: Algorithms Simulating Bee Swarm Intelligence; Artificial Intelligence Review; 31 (1), pp. 68-85, 2009. 
  2. D. Karaboga, B.Gorkemli, C.Ozturk, N. Karaboga; A comprehensive survey: artificial bee colony (ABC) algorithm and applications; Artificial Intelligence Review; 42(1), pp.21-57, 2014, DOI: 10.1007/s10462-012-9328-0.
  3. B. Akay, D. Karaboga, "A survey on the applications of artificial bee colony in signal, image, and video processing", Signal Image and Video Processing, vol.9, pp.967-990, 2015
  4. D. Karaboga, B. Akay, N. Karaboga; A survey on the studies employing machine learning (ML) for enhancing artificial bee colony (ABC) optimization algorithm; Cogent Engineering; 7(1), 1855741, 2020, DOI: 10.1080/23311916.2020.1855741.
  5. B. Akay, D. Karaboga, B. Gorkemli, E. Kaya; A survey on the Artificial Bee Colony algorithm variants for binary, integer and mixed integer programming problems; Applied Soft Computing; 106, 107351, 2021, DOI:10.1016/j.asoc.2021.107351.
  6. E. Kaya, B. Gorkemli, B. Akay, D. Karaboga; A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems; Engineering Applications of Artificial Intelligence; 115, 105311, 2022, DOI: 10.1016/j.engappai.2022.105311.
  7. J. C. Bansal, H. Sharma, S. S. Jadon, Artificial bee colony algorithm:a survey. International Journal of Advanced Intelligence Paradigms, 5 (1/2):123–159, 2013
  8. A. L. Bolaji, A. T. Khader, M. A. Al-Betar, M. A. Awadallah, Artificial bee colony algorithm, its variants and applications: a survey. Journal of Theoretical & Applied Information Technology, 47 (2): 434–459, 2013.
  9. B. Kumar, D. Kumar, A review on artificial bee colony algorithm. International Journal of Engineering and Technology, 2 (3): 175–186, 2013.
  10. K. Balasubramani, K. Marcus, A comprehensive review of artificial bee colony algorithm. International Journal of Computers & Technology, 5 (1):15–28, 2013.
  11. A. Kumar, D. Kumar, S. K. Jarial, A Review on Artificial Bee Colony Algorithms and Their Applications to Data Clustering. Cybernetics and Information Technologies, 17 (3): 3–28, 2017.

Dissertations

  1. Bahriye Basturk Akay, Supervisor: Dervis Karaboga, Performance Analysis of Artificial Bee Colony Algorithm on Numerical Functions, Erciyes University.
  2. Celal Ozturk, Supervisor: Dervis Karaboga, Training Neural Networks By Artificial Bee Colony Algorithm,  Erciyes University.
  3. Fehim Köylü, Supervisor: Dervis Karaboga, Developing Rule Based Classification Approaches Using Artificial Bee Colony Algorithm, Erciyes University
  4. Omar Cetina Domínguez, Supervisor: Efrén Mezura-Montes, An adaptation of the scout bee behavior in the Artificial Bee Colony algorithm to solve constrained optimization problems, Laboratorio Nacional de Informática Avanzada (LANIA).
  5. Emre Bendes, Supervisor: Coskun Ozkan, Application of Artificial Intelligence Techniques to Direct Linear Transformation (Direk Lineer Trasformasyon Yönteminde Yapay Zeka Tekniklerinin Uygulanması), Erciyes University.
  6. Li-ren Huang, Supervisor: Jiann-Horng Lin, Bee Swarm Optimization Algorithm with Chaotic Sequence and Psychology Model of Emotion, Graduate School of Information Management, 2009.
  7. Jian-Ren Chen, Protein Folding Simulation Using a Modified Artificial Bee Colony Algorithm, Department and Graduate Institute of Information and Communication Engineering,
  8. Selcuk Okdem, Supervisor: Dervis Karaboga, Routing in Wireless Sensor Networks using ABC Algorithm,   Erciyes University.
  9. Gokmen AVCI, Supervisor: Fuat KARAKAYA, Implementation of Artificial Bee Colony (ABC) Algorithm on FPGA for Real-Time Applications, MSc. Thesis, Nigde University, Graduate School of Natural and Applied Sciences, Nigde, 2011.
  10. Filipe Massao Noda, Supervisor: Leandro dos Santos Coelho, Controlador Fuzzy Otimizado Com Algoritmo De Colônia De Abelhas Artificiais, Universidade Federal Do Paraná, Setor De Tecnologia, Departamento De Engenharia Elétrica.
  11. Omur Tosun, Artificial Bee Colony Algorithm and its Application to Permutation Flow Shop Scheduling Problem, Ph.D. Thesis, Akdeniz University, 2012.
  12. Beyza Gorkemli, Supervisor: Dervis Karaboga, Developing New Artificial Bee Colony Programming (ABCP) Methods and Symbolic Regression Applications,   Erciyes University.
  13. Ebubekir Kaya, Supervisor: Dervis Karaboga, Training ANFIS by using Artificial Bee Colony Algorithm,   Erciyes University.

Books

  1. R. Venkata Rao, Multi-objective optimization of multi-pass milling process parameters using artificial bee colony algorithm. Artificial Intelligence in Manufacturing, Nova Science Publishers, USA.
  2. R. S. Parpinelli, C. M. V. Benitez and H. S. Lopes; Parallel Approaches for the Artificial Bee Colony Algorithm; Handbook of Swarm Intelligence: Concepts, Principles and Applications. Series: Adaptation, Learning, and Optimization; Springer; pp: 329-346; 2011; Berlin, Germany.
  3. Y. Boudouaoui, H. Habbi and F. Harfouchi; Swarm Bee Colony Optimization for Heat Exchanger Distributed Dynamics Approximation With Application to Leak Detection; Handbook of Research on Emergent Applications of Optimization Algorithms; IGI Global; pp: 557-578; 2017; Hershey, PA.

Journal Papers

  1. D. Karaboga, B. Basturk, A powerful and Efficient Algorithm for Numerical Function Optimization: Artificial Bee Colony (ABC) Algorithm, Journal of Global Optimization, Volume:39, Issue:3,pp:459-171, November 2007,ISSN:0925-5001 , doi: 10.1007/s10898-007-9149-x
  2. D. Karaboga, B. Basturk, On The Performance Of Artificial Bee Colony (ABC) Algorithm, Applied Soft Computing,Volume 8, Issue 1, January 2008, Pages 687-697.
  3. Dervis Karaboga (2010) Artificial bee colony algorithm. Scholarpedia, 5(3):6915
  4. R. Srinivasa Rao, S.V.L. Narasimham, M. Ramalingaraju, Optimization of Distribution Network Configuration for Loss Reduction Using Artificial Bee Colony Algorithm, International Journal of Electrical Power and Energy Systems Engineering (IJEPESE) , Volume 1, Number 2, Spring 2008.
  5. N. Karaboga, A new design method based on artificial bee colony algorithm for digital IIR filters, Journal of the Franklin Institute, 346 (4), 328-348, 2009.
  6. Alok Singh, An artificial bee colony algorithm for the leaf-constrained minimum spanning tree problem, Applied Soft Computing, Volume 9, Issue 2, pp. 625-631, 2009.
  7. D. Karaboga, B. Akay, A Comparative Study of Artificial Bee Colony Algorithm,  Applied Mathematics and Computation, 214, 108-132, 2009.
  8. D.Karaboga, C.Ozturk, Neural Networks Training by Artificial Bee Colony Algorithm on Pattern Classification, Neural Network World, 19 (3), 279-292, 2009.
  9. Fei Kang, Junjie Li, Qing Xu, Structural inverse analysis by hybrid simplex artificial bee colony algorithms, Computers & Structures, 87 (13:14), 861-870, 2009.
  10. R V Rao, P J Pawar , Modelling and optimization of process parameters of wire electrical discharge machining, Journal Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Publisher Professional Engineering Publishing,ISSN 0954-4054, DOI 10.1243/09544054JEM1559, In Press.
  11. T. Kurban, E. Beşdok, A Comparison of RBF Neural Network Training Algorithms for Inertial Sensor Based Terrain Classification, Sensors, 9, 6312-6329,  2009.
  12. D. Jeya Mala, V. Mohan, ABC Tester - Artificial Bee Colony Based Software Test Suite Optimization Approach, International Journal of Software Engineering , 15-43, 2009.
  13. Sri Krishna Kumar, M. K. Tiwari, Radu F. Babiceanu, Minimisation of supply chain cost with embedded risk using computational intelligence approaches, International Journal of Production Research, 1-23, 2009.
  14. LI Duan-Ming, CHENG Ba-Yi, Artificial bee colony algorithm for scheduling a single batch processing machine with non-identical job sizes, Journal of Sichuan University (Natural Science Edition), DOI: 103969/j.issn.0490-6756.2009.46.5
  15. Kang, F., Li, J.-J., Xu, Q. , Hybrid simplex artificial bee colony algorithm and its application in material dynamic parameter back analysis of concrete dams, Shuili Xuebao/Journal of Hydraulic
    Engineering 40 (6), pp. 736-742, 2009.
  16. Samrat Sabat, Siba K Udgata and Ajith Abraham, Artificial Bee Colony Algorithm for Small Signal Model Parameter Extraction of MESFET, Engineering Applications of Artificial Intelligence, Elsevier Science, Netherlands, 2010.
  17. Omkar, S.N.; Senthilnath, J., Artificial Bee Colony for Classification of Acoustic Emission Signal, International Journal of Aerospace Innovations, Volume 1, Number 3, September 2009 , pp. 129-143(15), Multi-Science Publishing Co Ltd
  18. Chunfan Xu, and Haibin Duan, Artificial bee colony (ABC) optimized edge potential function (EPF) approach to target recognition for low-altitude aircraft,  Pattern Recognition Letters, accepted.
  19. D. Karaboga, C. Ozturk, A novel clustering approach: Artificial Bee Colony (ABC) algorithm, Applied Soft Computing, In Press.
  20. Venkata Rao, R., Pawar, P.J., Parameter optimization of a multi-pass milling process using non-traditional optimization algorithms, Applied Soft Computing Journal 10 (2), pp. 445-456, 2010.
  21. Tsai, P.-W., Pan, J.-S., Liao, B.-Y., Chu, S.-C., Enhanced artificial bee colony optimization, International Journal of Innovative Computing, Information and Control 5 (12), pp. 5081-5092
  22. Marinakis, Y., Marinaki, M., Matsatsinis, N., A Hybrid discrete artificial bee colony-GRASP algorithm for clustering Computers and Industrial Engineering , art. no. 5223810, pp. 548-553 , 2009
  23. Hai-Bin Duan, Chun-Fanl Xu, Zhi-Hui Xing, A Hybrid Artificial Bee Colony optimization and Quantum Evolutionary Algorithm for Continuous Optimization Problems, International Journal of Neural Systems, Vol. 20, No. 1 (2010) 39–50, c World Scientific Publishing Company, DOI: 10.1142/S012906571000222X
  24. Bilal Alatas, Chaotic bee colony algorithms for global numerical optimization, Expert Systems with Applications, Accepted.
  25. Chunfang Xu, Haibin Duan , Fang Liu, Chaotic artificial bee colony approach to Uninhabited Combat Air Vehicle (UCAV) path planning, Aerospace Science and Technology, Accepted.
  26. Shyam Sundar and Alok Singh (2011). "A Hybrid Heuristic for the Set Covering Problem". To appear in Operational Research: An International Journal, Springer-Verlag (http://dx.doi.org/10.1007/s12351-010-0086-y)
  27. Shyam Sundar and Alok Singh (2010). "A Swarm Intelligence Approach to the Quadratic Minimum Spanning Tree Problem". Information Sciences 180, 3182-3191, Elsevier
  28. Srikanth Pulikanti and Alok Singh (2009). "An Artificial Bee Colony Algorithm for the Quadratic Knapsack Problem". Proceedings of the 16th International Conference on Neural Information Processing (ICONIP 2009), LNCS 5864, 196-205, Springer-Verlag, 1-5 December 2009, Bangkok, Thailand.
  29. D. Karaboga, B. Akay, PID Controller Design by using Artificial Bee Colony, Harmony Search and The Bees Algorithms, Proceedings of the Institution of Mechanical Engineers, Part I, Journal of Systems and Control Engineering, 224 (I7), 869-883.
  30. B. Akay, D. Karaboga, A Modified Artificial Bee Colony Algorithm for Real-Parameter Optimization, Information Sciences, Accepted.
  31. B. Akay, D. Karaboga, Artificial Bee Colony Algorithm for Large-Scale Problems and Engineering Design Optimization, Journal of Intelligent Manufacturing, Accepted.
  32. D. Karaboga, B. Akay, A Modified Artificial Bee Colony (ABC) Algorithm for Constrained Optimization Problems Applied Soft Computing, Accepted.
  33. C. Ozkan, O. Kisi, B. Akay, Neural networks with artificial bee colony algorithm for modeling daily reference evapotranspiration, Irrigation Science, Accepted.
  34. N. Taspinar, D. Karaboga, M. Yildirim, B. Akay, Partial Transmit Sequences Based On  Artificial Bee Colony Algorithm for PAPR Reduction in MC-CDMA Systems, IET Communications, Accepted.
  35. Omkar, S.N., Senthilnath, J., Khandelwal, R., Narayana Naik, G., Gopalakrishnan, S. , Artificial Bee Colony (ABC) for multi-objective design optimization of composite structures, Applied Soft Computing Journal 11 (1), pp. 489-499, 2011.
  36. Jeya Mala, D., Mohan, V., Kamalapriya, m., Automated software test optimisation framework - An artificial bee colony optimisation-based approach, IET Software 4 (5), pp. 334-348, 2010.
  37. Sundar, S., Singh, A., Rossi, A., An artificial bee colony algorithm for the 0-1 multidimensional knapsack problem, Communications in Computer and Information Science 94 CCIS (PART 1), pp. 141-151, 2010.
  38. Quan-Ke Pana, , M. Fatih Tasgetirenb, , P.N. Suganthanc, , and T.J. Chuad, A discrete artificial bee colony algorithm for the lot-streaming flow shop scheduling problem, Information Sciences, In Press.
  39. Zhu, G., Kwong, S. , Gbest-guided artificial bee colony algorithm for numerical function optimization, Applied Mathematics and Computation 217 (7), pp. 3166-3173, 2010.
  40. Zhao, H., Pei, Z., Jiang, J., Guan, R., Wang, C., Shi, X., A hybrid swarm intelligent method based on genetic algorithm and artificial bee colony, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6145 LNCS (PART 1), pp. 558-565, 2010.
  41. Karaboga D, Ozturk C, Fuzzy clustering with artificial bee colony algorithm, Scientific Research and Essays, Volume: 5 Issue: 14 Pages: 1899-1902, 2010.
  42. Hetmaniok E, Slota D, Zielonka A, Solution of the Inverse Heat Conduction Problem by Using the ABC Algorithm, 7th International Conference on Rough Sets and Current Trends in Computing, JUN 28-30, 2010 Univ Warsaw, Warsaw, Poland, Rough Sets and Current Trends in Computing, Lecture Notes in Artificial Intelligence Volume: 6086 Pages: 659-668, 2010
  43. Aderhold A, Diwold K, Scheidler A, et al., Artificial Bee Colony Optimization: A New Selection Scheme and Its Performance, International Workshop on Nature Inspired Cooperative Strategies for Optimization ( NICSO 2008), 2008 Tenerife, SPAIN,: NICSO 2010: NATURE INSPIRED COOPERATIVE STRATEGIES FOR OPTIMIZATION, Studies in Computational Intelligence Volume: 284 Pages: 283-294, 2010
  44. D. Karaboga, C. Ozturk, "A novel clustering approach: Artificial Bee Colony (ABC) algorithm", Applied Soft Computing, Vol. 11 (1), pp. 652-657, 2011.
  45. Hemamalini S, Simon SP, Artificial Bee Colony Algorithm for Economic Load Dispatch Problem with Non-smooth Cost Functions, ELECTRIC POWER COMPONENTS AND SYSTEMS Volume: 38 Issue: 7 Pages: 786-803, 2010.
  46. Chunfang Xu, Haibin Duan, Fang Liu, Chaotic artificial bee colony approach to Uninhabited Combat Air Vehicle (UCAV) path planning, Aerospace Science and Technology, Volume 14, Issue 8, December 2010, Pages 535-541.
  47. Changsheng Zhang, Dantong Ouyang, Jiaxu Ning, An artificial bee colony approach for clustering, Expert Systems with Applications, Volume 37, Issue 7, July 2010, Pages 4761-4767.
  48. W.Y. Szeto, Yongzhong Wu, Sin C. Ho, An artificial bee colony algorithm for the capacitated vehicle routing problem, European Journal of Operational Research, Volume 215, Issue 1, 16 November 2011, Pages 126-135.
  49. Wei-Chang Yeh, Tsung-Jung Hsieh, Solving reliability redundancy allocation problems using an artificial bee colony algorithm, Computers & Operations Research, Volume 38, Issue 11, November 2011, Pages 1465-1473.
  50. Ming-Huwi Horng, Multilevel thresholding selection based on the artificial bee colony algorithm for image segmentation, Expert Systems with Applications, Volume 38, Issue 11, October 2011, Pages 13785-13791.
  51. Weifeng Gao, Sanyang Liu, Improved artificial bee colony algorithm for global optimization, Information Processing Letters, Volume 111, Issue 17, 15 September 2011, Pages 871-882.
  52. Karaboga N., Çetinkaya M. B., A novel and efficient algorithm for adaptive filtering: Artificial bee colony algorithm, TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 19(1), pp.175-190, 2011
  53. Serdar Kockanat, Turker Koza, Nurhan Karaboga, Cancellation of noise on mitral valve Doppler signal using IIR filters designed with artificial bee colony algorithm, Current Opinion in Biotechnology, Volume 22, Supplement 1, September 2011, Page S57.
  54. Nurhan Karaboga, Fatma Latifoglu, Turker Koza, SSA analysis of transcranial Doppler signal using IIR filters designed with ABC algorithm, Current Opinion in Biotechnology, Volume 22, Supplement 1, September 2011, Page S58.
  55. Suman Samanta, Shankar Chakraborty, Parametric optimization of some non-traditional machining processes using artificial bee colony algorithm, Engineering Applications of Artificial Intelligence, Volume 24, Issue 6, September 2011, Pages 946-957.
  56. M. Fatih Tasgetiren, Quan-Ke Pan, P.N. Suganthan, Angela H-L Chen, A discrete artificial bee colony algorithm for the total flowtime minimization in permutation flow shops, Information Sciences, Volume 181, Issue 16, 15 August 2011, Pages 3459-3475.
  57. Fei Kang, Junjie Li, Zhenyue Ma, Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions, Information Sciences, Volume 181, Issue 16, 15 August 2011, Pages 3508-3531.
  58. R.V. Rao, V.K. Patel, Optimization of mechanical draft counter flow wet-cooling tower using artificial bee colony algorithm, Energy Conversion and Management, Volume 52, Issue 7, July 2011, Pages 2611-2622.
  59. Rasoul Irani, Reza Nasimi, Application of artificial bee colony-based neural network in bottom hole pressure prediction in underbalanced drilling, Journal of Petroleum Science and Engineering, Volume 78, Issue 1, July 2011, Pages 6-12.
  60. Koorush Ziarati, Reza Akbari, Vahid Zeighami, On the performance of bee algorithms for resource-constrained project scheduling problem, Applied Soft Computing, Volume 11, Issue 4, June 2011, Pages 3720-3733.
  61. Ioná Maghali Santos de Oliveira, Roberto Schirru, Swarm intelligence of artificial bees applied to In-Core Fuel Management Optimization, Annals of Nuclear Energy, Volume 38, Issue 5, May 2011, Pages 1039-1045.
  62. V.J. Manoj, Elizabeth Elias, Artificial bee colony algorithm for the design of multiplier-less nonuniform filter bank transmultiplexer, Information Sciences, In Press, Corrected Proof, Available online 15 March 2011.
  63. Mustafa Sonmez, Artificial Bee Colony algorithm for optimization of truss structures, Applied Soft Computing, Volume 11, Issue 2, March 2011, Pages 2406-2418.
  64. Anan Banharnsakun, Tiranee Achalakul, Booncharoen Sirinaovakul, The best-so-far selection in Artificial Bee Colony algorithm, Applied Soft Computing, Volume 11, Issue 2, March 2011, Pages 2888-2901.
  65. S.N. Omkar, J. Senthilnath, Rahul Khandelwal, G. Narayana Naik, S. Gopalakrishnan, Artificial Bee Colony (ABC) for multi-objective design optimization of composite structures, Applied Soft Computing, Volume 11, Issue 1, January 2011, Pages 489-499.
  66. Celal Ozturk, Dervis Karaboga, Beyza Gorkemli, Probabilistic Dynamic Deployment of Wireless Sensor Networks by Artificial Bee Colony Algorithm, Sensors, Vol. 11 (6), 2011, pp. 6056-6065.
  67. Milos Subotic, Milan Tuba and Nadezda Stanarevic, Different approaches in parallelization of the artificial bee colony algorithm, International Journal Of Mathematical Models And Methods in Applied Sciences, Volume 5, Issue 4, 2011, Pages 755-762.
  68. H. Shayeghi and A. Ghasemi, Market Based LFC Design Using Artificial Bee Colony, International Journal on Technical and Physical Problems of Engineering (IJTPE) , Volume 3, Issue 6, March 2011, Pages 1-10.
  69. Mohd Afizi Mohd Shukran, Yuk Ying Chung, Wei-Chang Yeh, Noorhaniza Wahid, Ahmad Mujahid Ahmad Zaidi, Artificial Bee Colony based Data Mining Algorithms for Classification Tasks, Modern Applied Science, Volume 5, Issue 4, August 2011, Pages 217-231.
  70. B.C. Mohan, R. Baskaran, Energy aware and energy efficient routing protocol for adhoc network using restructured artificial bee colony system, Communications in Computer and Information Science, Volume 169, Part 3, Pages 473-484, 2011.
  71. C. Ozturk, D. Karaboga, B. Gorkemli, "Artificial Bee Colony Algorithm for Dynamic Deployment of Wireless Sensor Networks", Turkish Journal of Electrıcal Engineering and Computer Sciences, vol.20, no.2, pp.255-262, 2012
  72. D. Karaboga, C. Ozturk, N. Karaboga, B. Gorkemli, Artificial Bee Colony Programming for Symbolic Regression, Information Sciences, Vol. 209, pp.1-15, 2012.
  73. Wei-feng Gao, San-yang Li, A modified artificial bee colony algorithm, Computers & Operations Research, Volume 39, Issue 3, March 2012, Pages 687-697.
  74. Ali R. Yildiz, A new hybrid artificial bee colony algorithm for robust optimal design and manufacturing, Applied Soft Computing, Available online 23 April 2012, 10.1016/j.asoc.2012.04.013.
  75. Ali R. Yildiz, A new hybrid artificial bee colony-based approach for optimization of multi-pass turning operations, Information Sciences, Available online 22 August 2012, 10.1016/j.ins.2012.07.012.
  76. F. Barani and M. Abadi, "BeeID: Intrusion Detection in AODV-based MANETs Using Artificial Bee Colony and Negative Selection Algorithms", ISeCure Journal, Vol. 4, No. 1, pp. 1-15, 2012.
  77. Karaboga N., Latifoglu F., "Adaptive filtering noisy transcranial Doppler signal by using artificial bee colony algorithm", ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 26(2), pp.677-684, 2013.
  78. Karaboga N., Kockanat S., Dogan H., "The parameter extraction of the thermally annealed Schottky barrier diode using the modified artificial bee colony", APPLIED INTELLIGENCE, 38(3), pp.279-288, 2013.
  79. Karaboga N., Latifoglu F.,"Elimination of noise on transcranial Doppler signal using IIR filters designed with artificial bee colony - ABC-algorithm", DIGITAL SIGNAL PROCESSING, 23(3), pp.1051-1058, 2013.
  80. B. Akay, A Study on Particle Swarm Optimization and Artificial Bee Colony Algorithms for Multilevel Thresholding, Applied Soft Computing, Volume 13, Issue 6, June 2013, Pages 3066–3091, 2013.
  81. Cavdar, Tugrul, M. Mohammad, and R. Alavi Milani. "A New Heuristic Approach for Inverse Kinematics of Robot Arms." Advanced Science Letters 19.1 (2013): 329-333.
  82. B. Akay, Synchronous and Asynchronous Pareto-based Multi-Objective Artificial Bee Colony Algorithms, Journal of Global Optimization, vol.57, pp.415-445, 2013 .
  83. A. Alizadegan,B. Asady, M. Ahmadpour, Two Modified Versions of Artificial Bee Colony Algorithm, Applied Mathematics and Computation, vol.225, pp.601-609, 2013 .
  84. B. Babayigit, R. Ozdemir, "Enhancing artificial bee colony algorithm using inversely proportional mutation", International Journal of Reasoning-based Intelligent Systems, 5(2), 104-112, 2013.
  85. M.K. Apalak, D. Karaboga, B. Akay, "The Artificial Bee Colony Algorithm in Layer Optimization for the Maximum Fundamental Frequency of Symmetrical Laminated Composite Plates", ENGINEERING OPTIMIZATION, vol.46 , pp.420-437, 2014
  86. D. Karaboga, B. Gorkemli, "A Quick Artificial Bee Colony (qABC) Algorithm and its Performance on Optimization Problems", Applied Soft Computing, vol.23, pp.227-238, 2014
  87. Yolcu U., Cağcağ Y. Ö., Aladag C. H. , Egrioglu E., : An enhanced fuzzy time series forecasting method based on artificial bee colony algorithm, Journal of Intelligent and Fuzzy Systems, 26(6), 2627-2637, 2014.
  88. Egrioglu E., Aslan Y., Aladag C.H., A new fuzzy time series method based on artificial bee colony algorithm, Turkish Journal of Fuzzy Systems, 5(1), 59-77, 2014.
  89. Kockanat S., Karaboga N., "A novel 2D-ABC adaptive filter algorithm: A comparative study", DIGITAL SIGNAL PROCESSING, 40, pp.140-153, 2015.
  90. I. Develi, Y. Kabalci, A. Basturk, "Artificial bee colony optimization for modelling of indoor PLC channels: A case study from Turkey", Electric Power Systems Research, vol.127, pp.73-79, 2015
  91. Çelik M., Köylü F., Karaboğa D., "CoABCMiner: An Algorithm for Cooperative Rule Classification System Based on Artificial Bee Colony", INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, vol.24, pp.1-40, 2015
  92. Karaboga D., Kaya E., "An adaptive and hybrid artificial bee colony algorithm (aABC) for ANFIS training", Applied Soft Computing, vol.49, pp.423–436, 2016
  93. Karaboga D., Kaya E., "Training ANFIS by using the artificial bee colony algorithm", Turkish Journal of Electrical Engineering & Computer Sciences, 25: 1669 – 1679, 2017.
  94. koza T., Karaboga N., "Quadrature Mirror Filter Bank Design for Mitral Valve Doppler Signal Using Artificial Bee Colony Algorithm", ELEKTRONIKA IR ELEKTROTECHNIKA, 23(1), pp.57-62, 2017.
  95. Kockanat S., Koza T., Karaboga N., Logoglu A., "Adaptive FIR Filtering Using ABC Algorithm: a Noise Reduction Application on Mitral Valve Doppler Signal", ELEKTRONIKA IR ELEKTROTECHNIKA, 24(5), pp.62-68, 2018.
  96. Karaboga D., Gorkemli B., "Solving Traveling Salesman Problem by Using Combinatorial Artificial Bee Colony Algorithms", International Journal on Artificial Intelligence Tools, vol.28, 2019.
  97. Ozdemir G., Karaboga N., "A review on the cosine modulated filter bank studies using meta-heuristic optimization algorithms", ARTIFICIAL INTELLIGENCE REVIEW, 52(3), pp.1629-1653, 2019.
  98. Gorkemli B., Karaboga D., "A quick semantic artificial bee colony programming (qsABCP) for symbolic regression", Information Sciences, 502: 346-362, 2019.
  99. Ozdemir G., Karaboga N., "Düzgün kosinüs modüleli süzgeç bankaları –pencere fonksiyonu tabanlı yeni bir kaskat yöntem", Journal Of The Faculty Of Engineering And Architecture Of Gazi University, 35(1), pp.403-418, 2020.
  100. Erkoc M. E., Karaboga N., "Sparse signal reconstruction by swarm intelligence algorithms", ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, 24(2), pp.319-330, 2021.
  101. Erkoc M. E., Karaboga N., "A novel sparse reconstruction method based on multi-objective Artificial Bee Colony algorithm", SIGNAL PROCESSING, vol.189, 2021.
  102. Kirankaya C., Gorkemli Aykut L., "Training of artificial neural networks with the multi-population based artifical bee colony algorithm", NETWORK-COMPUTATION IN NEURAL SYSTEMS, 33(sa.1-2), pp.124-142, 2022.

Conference Papers

  1. B. Basturk, Dervis Karaboga, An Artificial Bee Colony (ABC) Algorithm for Numeric function Optimization, IEEE Swarm Intelligence Symposium 2006, May 12-14, 2006, Indianapolis, Indiana, USA.
  2. D. Karaboga, B. Basturk, Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems, LNCS: Advances in Soft Computing: Foundations of Fuzzy Logic and Soft Computing, Vol: 4529/2007, pp: 789-798, Springer- Verlag, 2007, IFSA 2007.
  3. D. Karaboga, B. Basturk Akay, C. Ozturk, Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks, LNCS: Modeling Decisions for Artificial Intelligence, Vol: 4617/2007, pp:318-329, Springer-Verlag, 2007, MDAI 2007.
  4. D. Karaboga, B. Basturk Akay, Artificial Bee Colony Algorithm on Training Artificial Neural Networks, Signal Processing and Communications Applications, 2007. SIU 2007, IEEE 15th. 11-13 June 2007, Page(s):1 - 4, doi: 10.1109/SIU.2007.4298679
  5. D. Karaboga, B. Akay, Effect of Region Scaling on the Initialization of Particle Swarm Optimization, Differential Evolution and Artificial Bee Colony Algorithms on Multimodal High Dimensional Problems, International Conference on Multivariate Statistical Modelling & High Dimensional Data Mining 19-23 June 2008, Erciyes University, Kayseri, TURKEY.
  6. D. Karaboga, C. Ozturk, B. Akay, Training Neural Networks with ABC Optimization Algorithm on Medical Pattern Classification, International Conference on Multivariate Statistical Modelling & High Dimensional Data Mining 19-23 June 2008, Erciyes University, Kayseri, TURKEY.
  7. D. Karaboga, B. Akay, Solving Large Scale Numerical Problems Using Artificial Bee Colony Algorithm, 6th INTERNATIONAL SYMPOSIUM on INTELLIGENT and MANUFACTURING SYSTEMS “FEATURES, STRATEGIES AND INNOVATION”, October 14-17, Sakarya, Turkey.
  8. C. Ozturk, D. Karaboga, , Classification by Neural Networks and Clustering with Artificial Bee Colony (ABC) Algorithm,6th INTERNATIONAL SYMPOSIUM on INTELLIGENT and MANUFACTURING SYSTEMS “FEATURES, STRATEGIES AND INNOVATION”, October 14-17, Sakarya, Turkey.
  9. C. Ozturk, D. Karaboga, Sınıflandırma Problemleri için Yapay Sinir Ağlarının Yapay Arı Koloni Algoritması (ABC) ile Eğitilmesi, BUMAT 2008, 15-17 Ekim 2008 , Eskişehir Osmangazi Üniversitesi , Kongre Merkezi ESKİŞEHİR, In Proc. of BUMAT2008, pp.713-720.
  10. E. Bendes, C. Ozkan, Direk Lineer Trasformasyon Yönteminde Yapay Zeka Tekniklerinin Uygulanması, Uzal CBS 2008, Kayseri, Turkiye.
  11. S.Hemamalini, Sishaj P Simon, Economic Load Dispatch with Valve-Point Effect Using Artificial Bee
    Colony Algorithm, XXXII National Systems Conference, Dec. 17-19, 2008, India.
  12. Haiyan Quan,Xinling Shi, On the Analysis of Performance of the Improved Artificial-Bee-Colony Algorithm, Fourth IEEE International Conference on Natural Computation, ICNC 2008, DOI 10.1109/ICNC.2008.211
  13. P.J. Pawar, R.V. Rao, R. Shankar, Multi-Objective Optimization of Electro-Chemical Machining Process Parameters Using Artificial Bee Colony (ABC) Algorithm, Advances in Mechanical Engineering (AME-2008), December 15-17, 2008, Surat, India.
  14. P.J. Pawar, R.V.Rao, J.P. Davim, Optimization of Process Parameters of Abrasive Flow Machining Process Using Artificial Bee Colony Algorithm, Advances in Mechanical Engineering (AME-2008), December 15-17, 2008, Surat, India.
  15. P.J. Pawar, R.V. Rao, J.P. Davim, Optimization of process parameters of milling process using Particle Swarm Optimization and Artificial Bee Colony algorithm, Advances in Mechanical Engineering (AME-2008), December 15-17, 2008, Surat, India.
  16. Pei-Wei Tsai, Jeng-Shyang Pan, Bin-Yih Liao and Shu-Chuan Chu, Interactive Artificial Bee Colony (IABC) Optimization, ISI2008, 12 Dec. 2008, Taiwan.
  17. S. L. Ho, Shiyou Yang, Qing H. Liu, An Artificial Bee Colony Algorithm for Numerical Optimizations of Inverse Electromagnetic Problems, The Thirteenth Biennial IEEE Conference on Electromagnetic Field Computation CEFC 2008, Athens, Greece, May 11 - 15, 2008.
  18. H.A.A. Bahamish, R. Abdullah, R. A. Salam, Protein Tertiary Structure Prediction Using Artificial Bee Colony Algorithm, Third Asia International Conference on Modelling & Simulation, pp.258-263, 2009.
  19. L. Bao, J-C. Zeng, Comparison and Analysis of the Selection Mechanism in the Artificial Bee Colony Algorithm, 2009 Ninth International Conference on Hybrid Intelligent Systems, 2009.
  20. J. Pacurib, G. M. Seno, J. P. Yusiong, Solving Sudoku Puzzles using Improved Artificial Bee Colony Algorithm, Fourth International Conference on Innovative Computing, Information and Control,December 7 - 9, 2009, Kaohsiung, Taiwan.
  21. Efrén Mezura-Montes and Omar Cetina-Domínguez, Exploring Promising Regions of the Search Space with the Scout Bee in the Artificial Bee Colony for Constrained Optimization, in Proceedings of the Artificial Neural Networks in Enginnering Conference (ANNIE'2009), (acepted) 2009.
  22. Jiann-Horng Lin, Meei-Ru Lin, Li-Ren Huang, A Bio-Inspired Search Algorithm for Conformational Energy Optimization of Peptides, Computational Intelligence (CI 2009), August 17 – 19, Honolulu, Hawaii, USA, 2009.
  23. D. Karaboga, B. Akay, Artificial Bee Colony (ABC), Harmony Search and Bees Algorithms on Numerical Optimization, IPROMS 2009 Innovative Production Machines and Systems Virtual Conference, Cardiff, UK.
  24. B. Akay, D. Karaboga, Parameter Tuning for the Artificial Bee Colony Algorithm, 1st International Conference on Computational Collective Intelligence - Semantic Web, Social Networks & Multiagent Systems, 5-7 October, 2009 Wrocław (Poland)
  25. B. Akay, D. Karaboga, Solving Integer Programming Problems by Using Artificial Bee Colony Algorithm, XI. Conferences on Advances in Artificial Intelligence  by the Italian Association for Artificial Intelligence (AI*IA 2009), Reggio Emilia, December 9-12, 2009.
  26. Linh Nguyen Tung and Anh Nguyen Quynh, Application Artificial Bee Colony Algorithm (ABC) for Reconfiguring Distribution Network, The 2nd International Conference on Computer Modeling and Simulation, ICCMS 2010.
  27. Chidambaram Chidambaram and Heitor Silverio Lopes. A New Approach for Template Matching in Digital Images Using an Artificial Bee Colony Algorithm, VIII International Conference on Computer Information Systems and Industrial Management (CISIM, 2009), World Congress on Nature and Biologically Inspired Computing (NaBIC'09)
  28. Harikrishna Narasimhan. Parallel Artificial Bee Colony (PABC) Algorithm, VIII International Conference on Computer Information Systems and Industrial Management (CISIM, 2009), World Congress on Nature and Biologically Inspired Computing (NaBIC'09)
  29. Udgata, S.K., Sabat, S.L., Mini, S., Sensor deployment in irregular terrain using artificial bee colony algorithm, 2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 - Proceedings , art. no. 5393734, pp. 1309-1314
  30. S.K., Krishnanand, K.R., Panigrahi, B.K., Rout, P.K., Application of artificial bee colony to economic load dispatch problem with ramp rate limits and prohibited operating zones, Nayak, 2009 2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 - Proceedings , art. no. 5393751, pp. 1237-1242
  31. Urszula Markowska-Kaczmar, Krzysztof Ros`ol, Kohonen’s Neural Network and Evolutionary Algorithms in Searching for Financial Investment Strategy, Proceedings of the International Multiconference on Computer Science and Information Technology pp. 75–80
  32. Efrén Mezura-Montes and Omar Cetina-Domínguez, Exploring Promising Regions of the Search Space with the Scout Bee in the Artificial Bee Colony for Constrained Optimization, in Cihan H. Dagli et al. (editors) Proceedings of the Artificial Neural Networks in Enginnering Conference (ANNIE'2009), pages: 253--260, ASME Press Series, Intelligent Engineering Systems Through Artificial Neural Networks Vol. 19, November, 2009
  33. Ali Hadidi, Sina Kazemzadeh Azad, Saeid Kazemzadeh Azad, Structural optimization using artificial bee colony algorithm, 2nd International Conference on Engineering Optimization, 2010, September 6 - 9, Lisbon, Portugal.
  34. Wang, J., Li, T., Ren, R., Real time IDSs based on artificial bee colony-support vector machine algorithm, 2010 3rd International Workshop on Advanced Computational Intelligence, IWACI 2010 , art. no. 5585107, pp. 91-96, 2010.
  35. Shi, X., Li, Y., Li, H., Guan, R., Wang, L., Liang, Y., An integrated algorithm based on artificial bee colony and particle swarm optimization, 2010 Proceedings - 2010 6th International Conference on Natural Computation, ICNC 2010 5, art. no. 5583169, pp. 2586-2590.
  37. Cetinkaya M. B. , Karaboga N., Yapay Arı Koloni Algoritması ile Sistem Modellemeye Yönelik Adaptif FIR Süzgeç Tasarımı, Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU 2016), Düzce, Türkiye, 29 September - 01 October 2016, pp.31-34
  38. Ozdemir G., Karaboga N., Süzgeç Bankası Tasarımında Kullanılan ABC Algoritmasının Kontrol Parametrelerindeki Değişimin Performansa Etkisinin İncelenmesi, Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, ASYU-2017, 5 - 07 Ekim 2017
  39. ozdemir G., Karaboga N., Koza T., Performance comparison of two channel CMFB and QMF bank designed via ABC algorithm, 25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Türkiye, 15 - 18 May 2017
  40. Koza T., Karaboga N., Comparison of QMF bank designs in frequency and time domain using ABC algorithm, 25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Türkiye, 15 - 18 May 2017
  41. Ozdemir G., Karaboga N., Design of M-Channel Uniform Cosine Modulated Filter Bank Using qABC Algorithm, International Workshop, Mathematical Methods in Engineering, MME-2017, 27 - 29 April 2017
  42. Koza T., Karaboga N., Comparison of QMF Bank Designs in Frequency and Time Domain Using ABC Algorithm, 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 May 2017
  43. Ozdemir G., Karaboga N., Koza T., Performance Comparison of Two Channel CMFB and QMF Bank Designed via ABC Algorithm, 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 May 2017
  44. Kockanat S., Koza T., Karaboga N., Logoglu A., Adaptive FIR Filtering Using ABC Algorithm: a Noise Reduction Application on Mitral Valve Doppler Signal, 22th International Conference ELECTRONICS 2018, 18 - 20 June 2018
  45. Koza T., Karaboga N., Design of QMF bank according to power spectral intensity using ABC algorithm, 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Türkiye, 2 - 05 May 2018, pp.1-4
  46. Yıldırım B., Görkemli L., Solving p-Hub Median Problem via Artificial Bee Colony Algorithm Considering Different Search Strategies, International Conference on Human Computer Interaction, Optimization and Robotic Applications, Nevşehir, Türkiye, 05 July 2019, pp.75-79.
  47. Yıldırım B., Görkemli L., Çok Atamalı-Kapasitesiz p-ADÜ Medyan Probleminin Yapay Arı Kolonisi Algoritmasıyla Çözümü, Yöneylem Araştırması ve Endüstri Mühendisliği 39. Ulusal Kongresi, Ankara, Türkiye, 12 Haziran 2019, pp.81
  48. Yıldırım B., Görkemli L., P-Ana Dağıtım Üssü Medyan Probleminin Çözümü İçin Hızlı Yapay Arı Kolonisi Algoritması, ISPEC 11 th INTERNATIONAL CONFERENCE ON ENGINEERING and NATURAL SCIENCES, Muş, Türkiye, 18 - 19 Eylül 2021, pp.151-163
  49. Logoglu A., Kockanat S., Karaboga N., ABC Algoritmasının Kontrol Parametrelerinin Çok fazlı Süzgeç Bankası Tasarımına Etkisi, ARACONF 2021 - 2nd International Conference On Access To Recent Advances In Engineering And Digitalization, Kayseri, Türkiye, 10 - 11 Mart 2021, pp.111
    50.  Abu-Mouti, F.S., El-Hawary, M.E. , A priority-ordered constrained search technique for optimal distributed generation allocation in radial distribution feeder systems, 2010 Canadian Conference on Electrical and Computer Engineering , art. no. 5575197.
  50. Shyam Sundar and Alok Singh (2010). "A Swarm Intelligence Approach to the Quadratic Multiple Knapsack Problem". Proceedings of the 17th International Conference on Neural Information Processing (ICONIP 2010), LNCS 6443, 626-633, Springer-Verlag, 22-25 November 2010, Sydney, Australia
  51. Shyam Sundar and Alok Singh (2010). "An Artificial Bee Colony Algorithm for the 0–1 Multidimensional Knapsack Problem". Proceedings of the Third International Conference on Contemporary Computing (IC3 2010), CCIS 94, 141-151, Springer-Verlag, 9-11 August 2010, NOIDA, India.
  52. Celal Ozturk, Dervis Karaboga, Beyza Gorkemli, Artificial Bee Colony Algorithm for Dynamic Deployment of Wireless Sensor Networks, INISTA 2010: International Symposium on Innovations in Intelligent Systems and Applications, 21-24 June 2010, Kayseri, Turkey.
  53. El-Abd, M., Black-box optimization benchmarking for noiseless function testbed using artificial bee colony algorithm, Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10 - Companion Publication , pp. 1719-1724, 2010.
  54. Mete Çelik, Derviş Karaboğa, Fehim Köylü, "Artificial bee colony data miner (ABC-Miner)", 2011 International Symposium on Innovations in Intelligent Systems and Applications (INISTA), İSTANBUL, TÜRKIYE, 15-18 Haziran 2011, vol.2011, pp.96-100
  55. Dervis Karaboga, Beyza Gorkemli, A Combinatorial Artificial Bee Colony Algorithm for Traveling Salesman Problem, INISTA 2011: International Symposium on Innovations in Intelligent Systems and Applications, 15-18 June 2011, Istanbul, Turkey.
  56. Fehim Köylü, Mete Çelik, Derviş Karaboğa, "Performance Analysis of ABCMiner Algorithm with Different Objective Functions", 21st Signal Processing and Communications Applications Conference (SIU), Girne, KUZEY KIBRIS TÜRK CUM., 24-26 Nisan 2013, vol.2013, pp.1-5
  57. Ioná M. S. de Oliveira and Roberto Schirru, Identifying Nuclear Power Plant Transients Using The Discrete Binary Artificial Bee Colony (Dbabc) Algorithm, 2011 International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering (M&C 2011), 2011, Rio de Janeiro, RJ, Brazil.
  58. F. Barani and M. Abadi, "An ABC-AIS Hybrid Approach to Dynamic Anomaly Detection in AODV-based MANETs", in Pro. International IEEE TrustCom-11, 2011, China.
  59. B. Babayigit, R. Ozdemir, "A modified artificial bee colony algorithm for numerical function optimization", Computers and Communications (ISCC), 2012 IEEE Symposium on, IEEE, July (2012), pp. 000245–000249.
  60. F. Boudardara, B. Gorkemli, "Application of Artificial Bee Colony Programming to Two Trails of the Artificial Ant Problem", 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2018, Kizilcahamam, Ankara, Turkey, 19 - 21 October 2018




    61.  

Online Papers

  1. FENG Qingxian, DING Haijun, Bee colony algorithm for the function optimization, Science Paper Online, http://www.paper.edu.cn/en/paper.php?serial_number=200808-448
  2. Li Fenglei, Ding Haijun, Fang Xing, The parameter improvement of Bee Colony Algorithm in TSP problem, Science Paper Online, http://www.paper.edu.cn/en/paper.php?serial_number=200711-226
 

Intelligent Systems Research Group, Department of Computer Engineering, Erciyes University, Turkiye