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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 421Cuckoo Search Algorithm for Optimization Problems...

Cuckoo Search Algorithm for Optimization Problems - A Literature Review

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Abstract:

Cuckoo Search (CS) is an optimization algorithm developed by Yang and Deb in 2009. This paper describes an overview of CS which is inspired by the life of a bird family, called Cuckoo as well as overview of CS applications in various categories for solving optimization problems. Special lifestyle of Cuckoo and their characteristics in egg laying and breeding has been the basic motivation for this optimization algorithm. The categories that reviewed are Engineering, Pattern Recognition, Software Testing & Data Generation, Networking, Job Scheduling and Data Fusion and Wireless Sensor Networks. From the reviewed CS mostly applied in engineering area for solving optimization problems. The objective of this paper is to provide overview and summarize the review of application of the CS.

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Information Technology for Manufacturing Systems IV

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Periodical:

Applied Mechanics and Materials (Volume 421)

Pages:

502-506

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.421.502

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Cite this paper

Online since:

September 2013

Authors:

Azizah Mohamad, Azlan Mohd Zain, Nor Erne Nazira Bazin, Amirmudin Udin

Keywords:

Cuckoo, Cuckoo Search Algorithm, Levy Flight, Optimization Problem

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[2] Bacanin, N. (2011, April). An object-oriented software implementation of a novel cuckoo search algorithm. In Proc. of the 5th European Conference on European Computing Conference (ECC'11) (pp.245-250).

[3] Bacanin, N. (2012). Implementation and performance of an object-oriented software system for cuckoo search algorithm. International Journal of Mathematics and Computers in Simulation, 6(1), 185-193.

[4] Burnwal, S., & Deb, S. (2012). Scheduling optimization of flexible manufacturing system using cuckoo search-based approach. The International Journal of Advanced Manufacturing Technology, 1-9.

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[6] Dhivya, M., Sundarambal, M., & Anand, L. N. (2011). Energy efficient computation of data fusion in wireless sensor networks using cuckoo based particle approach (CBPA). Int. J. of Communications, Network and System Sciences, 4(4), 249-255.

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[7] Dhivya, M., Sundarambal, M., & Vincent, J. (2011). Energy Efficient Cluster Formation in Wireless Sensor Networks Using Cuckoo Search. Swarm, Evolutionary, and Memetic Computing, 140-147.

DOI: 10.1007/978-3-642-27242-4_17

[8] Ehsan Valian, S. M. a. S. T. (2011). Improved Cuckoo Search Algorithm for Global Optimization. International Journal of Communications and Information Technology, IJCIT 1.

[9] Gandomi, A. H., Yang, X. S., & Alavi, A. H. (2011). Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems. Engineering with Computers, 1-19.

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[10] Glue, D., & Morgan, R. (1972). Cuckoo hosts in British habitats. Bird Study, 19(4), 187-192.

[11] Kaveh, A., & Bakhshpoori, T. (2011). Optimum design of steel frames using Cuckoo Search algorithm with Lévy flights. The Structural Design of Tall and Special Buildings.

DOI: 10.1002/tal.754

[12] Kavita Choudhary, G. N. P. (2011). A new Testing approach using Cuckoo Search to achieve Multi-Objective Genetic Algorithm. Journal of computing 3(4).

[13] Kumar, A., & Chakarverty, S. (2011, April). Design optimization for reliable embedded system using Cuckoo Search. In Electronics Computer Technology (ICECT), 2011 3rd International Conference on (Vol. 1, pp.264-268). IEEE.

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[14] Natarajan, A., & Subramanian, P. K. (2012). An Enhanced Cuckoo Search for Optimization of Bloom Filter in Spam Filtering. Global Journal of Computer Science and Technology, 12(1).

[15] Natarajan, A., & Subramanian, S. (2012, January). Bloom filter optimization using Cuckoo Search. In Computer Communication and Informatics (ICCCI), 2012 International Conference on (pp.1-5). IEEE.

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[16] Noghrehabadi, A., Ghalambaz, M., Ghalambaz, M., & Vosough, A. (2011).

[17] Perumal, K., Ungati, J., Kumar, G., Jain, N., Gaurav, R., & Srivastava, P. (2011). Test Data Generation: A Hybrid Approach Using Cuckoo and Tabu Search. Swarm, Evolutionary, and Memetic Computing, 46-54.

DOI: 10.1007/978-3-642-27242-4_6

[18] Prakash, M., Saranya, R., Jothi, K. R., & Vigneshwaran, A. (2012). An Optimal Job Scheduling in Grid Using Cuckoo Algorithm.

[19] Rani, K. A., & Malek, F. (2011, October). Symmetric linear antenna array geometry synthesis using cuckoo search metaheuristic algorithm. In Communications (APCC), 2011 17th Asia- Pacific Conference on (pp.374-379). IEEE.

DOI: 10.1109/apcc.2011.6152837

[20] Vazquez, R. A. (2011, June). Training spiking neural models using cuckoo search algorithm. In Evolutionary Computation (CEC), 2011 IEEE Congress on (pp.679-686). IEEE.

DOI: 10.1109/cec.2011.5949684

[21] Walton, S., Hassan, O., Morgan, K., & Brown, M. R. (2011). Modified cuckoo search: A new gradient free optimisation algorithm. Chaos, Solitons & Fractals, 44(9), 710-718.

DOI: 10.1016/j.chaos.2011.06.004

[22] Yang, X. S. (2011). Optimization Algorithms. Computational Optimization, Methods and Algorithms, 13-31.

[23] Yang, X. S., & Deb, S. (2009, December). Cuckoo search via Lévy flights. In Nature & Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on (pp.210-214). IEEE.

DOI: 10.1109/nabic.2009.5393690

[24] Yang, X. S., & Deb, S. (2010). Engineering optimisation by cuckoo search. International Journal of Mathematical Modelling and Numerical Optimisation, 1(4), 330-343.

DOI: 10.1504/ijmmno.2010.035430

[25] Yang, X. S., & Deb, S. (2011). Multiobjective cuckoo search for design optimization. Computers & Operations Research.

[26] Yildiz, A. R. (2012). Cuckoo search algorithm for the selection of optimal machining parameters in milling operations. The International Journal of Advanced Manufacturing Technology, 1-7.

DOI: 10.1007/s00170-012-4013-7