A Brief Survey on Cuckoo Search Applications

Cuckoo Search (CS) is heuristic search algorithm which is inspired by the reproduction strategy of cuckoos. This paper investigates the applications of Cuckoo algorithm in various domains. The applications of Cuckoo includes optimizing weights of neural networks, parameters of Support vector machines and Radial basis function, job scheduling, finding optimal cluster head in wireless sensor networks, finding shortest path and clustering. The paper also describes the improved version of CS algorithm namely: Binary CS, Modified CS and Improved CS.

[1]  Kenneth Morgan,et al.  Modified cuckoo search: A new gradient free optimisation algorithm , 2011 .

[2]  Ivona BRAJEVIC,et al.  Multilevel Image Thresholding Selection Based on the Cuckoo Search Algorithm , 2012 .

[3]  Annupan Rodtook,et al.  Migration planning using modified Cuckoo Search Algorithm , 2013, 2013 13th International Symposium on Communications and Information Technologies (ISCIT).

[4]  Manian Dhivya,et al.  Energy Efficient Computation of Data Fusion in Wireless Sensor Networks Using Cuckoo Based Particle Approach (CBPA) , 2011, Int. J. Commun. Netw. Syst. Sci..

[5]  Davar Giveki,et al.  Automatic Detection of Diabetes Diagnosis using Feature Weighted Support Vector Machines based on Mutual Information and Modified Cuckoo Search , 2012, ArXiv.

[6]  Apichat Heednacram,et al.  Implementation of Cuckoo Search in RBF Neural Network for Flood Forecasting , 2012, 2012 Fourth International Conference on Computational Intelligence, Communication Systems and Networks.

[7]  Hany Atef Kelleny,et al.  Adaptation of Cuckoo search for Documents Clustering , 2014 .

[8]  Xin-She Yang,et al.  Cuckoo Search via Lévy flights , 2009, 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC).

[9]  Simon Fong,et al.  Integrating nature-inspired optimization algorithms to K-means clustering , 2012, Seventh International Conference on Digital Information Management (ICDIM 2012).

[10]  R. Saranya,et al.  An Optimal Job Scheduling in Grid Using Cuckoo Algorithm , 2012 .

[11]  Saeed Tavakoli,et al.  Improved Cuckoo Search Algorithm for Feed forward Neural Network Training , 2011 .

[12]  Miloš MADI.  APPLICATION OF CUCKOO SEARCH ALGORITHM FOR SURFACE ROUGHNESS OPTIMIZATION IN CO 2 LASER CUTTING , 2013 .

[13]  Moe Moe Zaw,et al.  Web Document Clustering Using Cuckoo Search Clustering Algorithm based on Levy Flight , 2013 .

[14]  Koffka Khan,et al.  Neural-Based Cuckoo Search of Employee Health and Safety (HS) , 2013 .

[15]  Monica Sood,et al.  Speaker Recognition Based On Cuckoo Search Algorithm , 2013 .