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A Brief Review of Cuckoo Search Algorithm (CSA) Research Progression from 2010 to 2013

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Cuckoo Search Algorithm is a new swarm intelligence algorithm which based on breeding behavior of the Cuckoo bird. This paper gives a brief insight of the advancement of the Cuckoo Search Algorithm from 2010 to 2013. The first half of this paper presents the publication trend of Cuckoo Search Algorithm. The remaining of this paper briefly explains the contribution of the individual publication related to Cuckoo Search Algorithm. It is believed that this paper will greatly benefit the reader who needs a bird-eyes view of the Cuckoo Search Algorithm’s publications trend.
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Cuckoo Search Algorithm; Publication Trend; Swarm Intelligence

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Gandomi, A.H., Yang, X.-S., Alavi, A.H., “Cuckoo search algorithm: A metaheuristic approach to solve structural optimization problems,” Engineering with Computers, 2013, pp 17-35.

Zhou, Y., Zheng, H., Luo, Q., Wu, J.”An improved cuckoo search algorithm for solving planar graph coloring problem,” Applied Mathematics and Information Sciences, 2013, pp 785-792.

Jaganathan, Y., Vennila, I.,”An integrated framework based on texture features, cuckoo search and relevance vector machine for medical image retrieval system,” American Journal of Applied Sciences, 2013, pp 1398-1412.

Zheng, H., Luo, Q., Zhou, Y., “A novel hybrid Cuckoo Search algorithm based on simplex operator,” International Journal of Digital Content Technology and its Applications, 2012, pp 45-52.

Zhang, Y., Wang, L., Wu, Q., ”Modified Adaptive Cuckoo Search (MACS) algorithm and formal description for global optimisation,” International Journal of Computer Applications in Technology, 2012, pp 73-79.

Zheng, H., Zhou, Y., He, S., Ouyang, X.,”A discrete cuckoo search algorithm for solving knapsack problems,” Advances in Information Sciences and Service Sciences, 2012, PP 331-339

Zhao, P., Li, H.,”Opposition-based cuckoo search algorithm for optimization problems,” Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID, 2012, PP 344-347.

Ouyang, X., Zhou, Y., Luo, Q., Chen, H.,“A novel discrete cuckoo search algorithm for spherical traveling salesman problem,” Applied Mathematics and Information Sciences, 2013, pp 777-784.

Yang, X.-S., Deb, S.,“Multiobjective cuckoo search for design optimization,” Computers and Operations Research, 2013, pp 1616-1624.

Abdul Rani, K.N., Hoon, W.F., Abd Malek, M.F., Mohd Affendi, N.A., Mohamed, L., Saudin, N., Ali, A., Neoh, S.C.,”Modified cuckoo search algorithm in weighted sum optimization for linear antenna array synthesis,” IEEE Symposium on Wireless Technology and Applications, 2012, pp 210-215.

Chaowanawatee, K., Heednacram, A.,“Improved cuckoo search in RBF neural network with gaussian distribution,” Proceedings of the 8th IASTED International Conference on Advances in Computer Science, ACS, 2013, pp 379-386.

Saelim, A., Rasmequan, S., Kulkasem, P., Chinnasarn, K., Rodtook, A.,”Migration planning using modified Cuckoo Search Algorithm,” 13th International Symposium on Communications and Information Technologies: Communication and Information Technology for New Life Style Beyond the Cloud, ISCIT, 2013, pp 621-626.

Tuba, M., Subotic, M., Stanarevic, N.,”Performance of a modified cuckoo search algorithm for unconstrained optimization problems,” WSEAS Transactions on Systems, 2012, pp 62-74.

Layeb, A.,”A novel quantum inspired cuckoo search for knapsack problems,” International Journal of Bio-Inspired Computation, 2012, pp 297-305.

Wang, L., Yang, S., Zhao, W.,”Structural damage identification of bridge erecting machine based on improved Cuckoo search algorithm,” Beijing Jiaotong Daxue Xuebao/Journal of Beijing Jiaotong University, 2013, pp 168-173.

Walton, S., Hassan, O., Morgan, K., Brown, M.R., ”Modified cuckoo search: A new gradient free optimisation algorithm,” Chaos, Solitons and Fractals, 2011, pp 710-718

Kanagaraj G., Ponnambalam S.G., Jawahar N., “A hybrid cuckoo search and genetic algorithm for reliability-redundancy allocation problems,” Computers and Industrial Engineering, 2013, pp 1115-1124.

Babukarthik R.G., Raju R., Dhavachelvan P., “Hybrid algorithm for job scheduling: Combining the benefits of ACO and Cuckoo search,” Advances in Intelligent Systems and Computing, 2013, pp 479-490.

Karthikeyan, M., Venkatalakshmi, K., “Energy conscious clustering of Wireless Sensor Network using PSO incorporated cuckoo search,” 3rd International Conference on Computing, Communication and Networking Technologies, ICCCNT, 2012

Chandrasekaran, K., Simon, S.P.,”Multi-objective scheduling problem: Hybrid approach using fuzzy assisted cuckoo search algorithm,” Swarm and Evolutionary Computation, 2012, pp 1-16.

Srivastava, P.R., Khandelwal, R., Khandelwal, S., Kumar, S., Ranganatha, S.S., “Automated test data generation using cuckoo search and tabu search (CSTS) algorithm,” Journal of Intelligent Systems, 2012, pp 195-224.

Zheng, H., Zhou, Y., Guo, P. ,”Hybrid genetic-cuckoo search algorithm for solving runway dependent aircraft landing problem,” Research Journal of Applied Sciences, Engineering and Technology, 2013, pp 2136-2140

Wang, G., Guo, L., Duan, H., Liu, L., Wang, H., Wang, J.,”A hybrid meta-heuristic DE/CS Algorithm for UCAV path planning,” Journal of Information and Computational Science, 2012, pp 4811-4818

Zheng, H., Zhou, Y.,”A novel Cuckoo Search optimization algorithm base on gauss distribution,” Journal of Computational Information Systems, 2012, pp 4193-4200.

Nawi, N.M., Khan, A., Rehman, M.Z.,”A new back-propagation neural network optimized with cuckoo search algorithm,” Lecture Notes in Computer Science, 2013, pp413-426.

Nawi, N.M., Khan, A., Rehman, M.Z.,”A new Cuckoo Search Based Levenberg-Marquardt (CSLM) algorithm,” Lecture Notes in Computer Science, 2013, pp 438-451

Kavousi-Fard, A., Kavousi-Fard, F.,”A new hybrid correction method for short-term load forecasting based on ARIMA, SVR and CSA,” Journal of Experimental and Theoretical Artificial Intelligence, 2013, pp 559-574.

Zheng, H., Zhou, Y., “A cooperative coevolutionary cuckoo search algorithm for optimization problem,”Journal of Applied Mathematics, 2013.

Li, X.-T., Yin, M.-H.,”Parameter estimation for chaotic systems using the cuckoo search algorithm with an orthogonal learning method,” Chinese Physics B, 2012.

Dey N., Samanta S., Yang X.-S., Das A., Chaudhuri S.S.,”Optimisation of scaling factors in electrocardiogram signal watermarking using cuckoo search,” International Journal of Bio-Inspired Computation, 2013, pp 315-326.

Vidya K., Shankar Kumar K.R., “Channel estimation of MIMO-OFDM using cuckoo search algorithm,” Journal of Theoretical and Applied Information Technology, 2013, pp 260-272.

Panda R., Agrawal S., Bhuyan S.,”Edge magnitude based multilevel thresholding using Cuckoo search technique,” Expert Systems with Applications, 2013, pp 7617-7628.

Agrawal S., Panda R., Bhuyan S., Panigrahi B.K.,”Tsallis entropy based optimal multilevel thresholding using cuckoo search algorithm,” Swarm and Evolutionary Computation, 2013, pp 16-30.

Walia G.S., Kapoor R.,”Particle filter based on cuckoo search for Non-linear state estimation,” Proceedings of the 2013 3rd IEEE International Advance Computing Conference, IACC, 2013, pp 918-924.

Senthilnath J., Das V., Omkar S.N., Mani V.,”Clustering using levy flight cuckoo search,” Advances in Intelligent Systems and Computing, 2013, pp 65-75.

Gupta D., Das B., Panchal V.K.,”Applying case based reasoning in Cuckoo search for the expedition of groundwater exploration,” Advances in Intelligent Systems and Computing, 2013, pp 341-353.

Burnwal S., Deb S.,”Scheduling optimization of flexible manufacturing system using cuckoo search-based approach,” International Journal of Advanced Manufacturing Technology, 2013, pp 951-959.

Agrawal, S., Panda, R.,”An efficient algorithm for gray level image enhancement using cuckoo search” Lecture Notes in Computer Science, 2012, pp 82-89.

Kanagaraj, G., Ponnambalam, S.G., Jawahar, N.,”Supplier selection: Reliability based total cost of ownership approach using Cuckoo search,” Communications in Computer and Information Science, 2012, pp 491-501.

Natarajan, A., Subramanian, S.,”Bloom filter optimization using Cuckoo Search,”International Conference on Computer Communication and Informatics, ICCCI, 2012.

Goel, S., Sharma, A., Bedi, P.,”Cuckoo search clustering algorithm: A novel strategy of biomimicry,” Proceedings of the 2011 World Congress on Information and Communication Technologies, WICT, 2011, pp 916-921.

Dhivya, M., Sundarambal, M., Vincent, J.O.,”Energy efficient cluster formation in wireless sensor networks using Cuckoo Search,” Lecture Notes in Computer Science, 2011, pp 140-147.

Srivastava, P.R., Chis, M., Deb, S., Yang, X.-S.,”Path optimization for software testing: An intelligent approach using cuckoo search,” Proceedings of the 5th Indian International Conference on Artificial Intelligence, IICAI, 2011, pp 725-732

Kumar, A., Chakarverty, S.,”Design optimization for reliable embedded system using Cuckoo search,” 3rd International Conference on Electronics Computer Technology, 2011, pp 264-268.

Manikandan, P., Selvarajan, S., A hybrid optimization algorithm based on cuckoo search and PSO for data clustering, (2013) International Review on Computers and Software (IRECOS), 8 (9), pp. 2278-2287.

Yang, X.-S., Deb, S., “Cuckoo search for inverse problems and topology optimization,” Advances in Intelligent Systems and Computing, 2013, pp 291-295.

Yang, X.-S., Deb, S., Karamanoglu, M., He, X.,”Cuckoo search for business optimization applications,” National Conference on Computing and Communication Systems, NCCCS 2012 – Proceeding, 2012, pp 29-33.

Dey, N., Samanta, S., Yang, X.-S., Das, A., Chaudhuri, S.S.,”Optimisation of scaling factors in electrocardiogram signal watermarking using cuckoo search,” International Journal of Bio-Inspired Computation, 2013, pp 315-326.

Yang, X.-S.,”Cuckoo search for inverse problems and simulated-driven shape optimization,” Journal of Computational Methods in Sciences and Engineering, 2012, pp 129-137.

Rani, K.N.A., Malek, F., “Symmetric linear antenna array geometry synthesis using cuckoo search metaheuristic algorithm,” 17th Asia-Pacific Conference on Communications, APCC, 2011, pp 374-379.

Buaklee, W., Hongesombut, K., “Optimal DG allocation in a smart distribution grid using Cuckoo Search algorithm,” 10th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON, 2013.

Chaowanawatee, K., Heednacram, A.,”Implementation of cuckoo search in RBF neural network for flood forecasting,” Proceedings - 2012 4th International Conference on Computational Intelligence, Communication Systems and Networks, 2012, pp 22-26.

Bulatovi, R.R., Dordevi, S.R., Dordevi, V.S., “Cuckoo Search algorithm: A metaheuristic approach to solving the problem of optimum synthesis of a six-bar double dwell linkage,” Mechanism and Machine Theory, 2013, pp 1- 13.

Chifu, V.R., Pop, C.B., Salomie, I., Suia, D.S., Niculici, A.N., “Optimizing the semantic web service composition process using Cuckoo Search,” Studies in Computational Intelligence, 2011, PP 93-102.

Jamil, M., Zepernick, H.-J.,”Multimodal function optimisation with cuckoo search algorithm,” International Journal of Bio-Inspired Computation, 2013, pp 73-83.

Yildiz, A.R., “Cuckoo search algorithm for the selection of optimal machining parameters in milling operations,” International Journal of Advanced Manufacturing Technology, 2013, pp 55-61.

Vazquez, R.A., ”Training spiking neural models using cuckoo search algorithm,” IEEE Congress of Evolutionary Computation, CEC, 2011, pp 679-686.

Syberfeldt, A., Lidberg, S.,”Real-world simulation-based manufacturing optimization using Cuckoo Search,” Proceedings - Winter Simulation Conference , 2012.

Gandomi, A.H., Talatahari, S., Yang, X.-S., Deb, S.,” Design optimization of truss structures using cuckoo search algorithm,” Structural Design of Tall and Special Buildings, 2013, pp 1330- 1349.

Khodier, M.,”Optimisation of antenna arrays using the cuckoo search algorithm,” IET Microwaves, Antennas and Propagation, 2013, pp 458-464.

Kaveh, A., Bakhshpoori, T.,”Optimum design of steel frames using Cuckoo Search algorithm with Levy flights,” Structural Design of Tall and Special Buildings, 2013, pp 1023-1036.

Abdul Rani, K.N., Abd Malek, M.F., Siew-Chin, N., “Nature-inspired cuckoo search algorithm for side lobe suppression in a symmetric linear antenna array,” Radioengineering, 2012, pp 865-874.

Moravej, Z., Akhlaghi, A., A new approach for DG allocation in distribution network with time variable loads using cuckoo search, (2012) International Review of Electrical Engineering (IREE), 7 (2), pp. 4027-4034.

Yang, X.-S., Deb, S.,”Engineering optimisation by cuckoo search,”International Journal of Mathematical Modelling and Numerical Optimisation, 2010, pp 330-343.

Baskan, O.,”Determining optimal link capacity expansions in road networks using cuckoo search algorithm with Levy flights,” Journal of Applied Mathematics, 2013.

Ma, J., Ting, T.O., Man, K.L., Zhang, N., Guan, S.-U., Wong, P.W.H.,”Parameter estimation of photovoltaic models via cuckoo search,” Journal of Applied Mathematics, 2013.

Ahmed, J., Salam, Z. “A soft computing MPPT for PV system based on Cuckoo Search algorithm,” International Conference on Power Engineering, Energy and Electrical Drives, 2013, pp 558-562

Ye, Z., Li, Q., Wang, C., Liu, W., Chen, H., “Parameters optimization of support vector machine using energy-saving cuckoo search,”Energy Education Science and Technology Part A: Energy Science and Research, 2013, pp 949-954.

Tan, W.S., Hassan, M.Y., Majid, M.S., Rahman, H.A.,”Allocation and sizing of DG using Cuckoo Search algorithm,”IEEE International Conference on Power and Energy, 2012, pp 133-138.

Ong, P., Zainuddin, Z.,”An efficient cuckoo search algorithm for numerical function optimization,”AIP Conference Proceedings, 2013, pp 1378-1384.

Gharegozi, A., Jahani, R.,”A new approach for solving the unit commitment problem by cuckoo search algorithm,” Indian Journal of Science and Technology, 2013, pp 5235-5241.


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