Optimization of Geometry, Processes, Signals and Systems in Real World Engineering Problems by Cuckoo Search - A Survey of Recent Literature
||International Journal of Computer Trends and Technology (IJCTT)||
|© 2016 by IJCTT Journal|
|Year of Publication : 2016|
|Authors : Biswajit Saha, Shalini Mahato, Debaprasad Mukherjee|
|DOI : 10.14445/22312803/IJCTT-V38P107|
Biswajit Saha, Shalini Mahato, Debaprasad Mukherjee "Optimization of Geometry, Processes, Signals and Systems in Real World Engineering Problems by Cuckoo Search - A Survey of Recent Literature". International Journal of Computer Trends and Technology (IJCTT) V38(1):29-37, August 2016. ISSN:2231-2803. www.ijcttjournal.org. Published by Seventh Sense Research Group.
Cuckoo Search (CS) algorithm is a metaheuristic optimization algorithm developed by Xing-she Yang and Suash Deb in 2009. This paper explores the various research work done in application of Cuckoo Search algorithm in optimization of geometry, processes, signals and systems in real world engineering problems. Various researchers have applied Cuckoo Search algorithm in the following broad domains of computational geometry and structural optimization, scheduling and parameter optimization problems in manufacturing processes, operating point optimization for photovoltaic cells, electrical material structures and controllers, distributed resource allocation and scheduling optimization for power systems and also in signal and pattern optimization and obtained results that are of great utility. This algorithm has been found to be highly efficient, robust and precise.
 Yang, Xin-She, and Suash Deb. "Cuckoo search via Lévy flights." Nature & Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on. IEEE, 2009.
 Geem, Zong Woo, Joong Hoon Kim, and G. V. Loganathan. "A new heuristic optimization algorithm: harmony search." Simulation 76.2 (2001): pp. 60-68.
 Blum, Christian and Andrea Roli. "Metaheuristic C.S in combinatorial optimization: Overview and conceptual comparison." ACM Computing Surveys (C.SUR) 35.3 (2003): pp. 268-308.
 Gandomi, Amir Hossein, Xin-She Yang, and Amir Hossein Alavi. "Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems." Engineering with Computers 29.1 (2013): pp. 17-35.
 Walton, S., O. Hassan, and K. Morgan. "Reduced order mesh optimisation using proper orthogonal decomposition and a modified cuckoo search." International Journal for Numerical Methods in Engineering 93.5 (2013): pp. 527-550.
 Kanagaraj, G., et al. "An effective hybrid cuckoo search and genetic algorithm for constrained engineering design optimization." Engineering Optimization ahead-of-print (2013): pp. 1-21.
 Bulatovi?, Radovan R., Stevan R. ?or?evi?, and Vladimir S. ?or?evi?. "Cuckoo search algorithm: a metaheuristic approach to solving the problem of optimum synthesis of a six-bar double dwell linkage." Mechanism and Machine Theory 61 (2013): pp. 1-13.
 Kaveh, A., and T. Bakhshpoori. "Optimum design of space trusses using Cuckoo Search algorithm with Lévy flights." Iranian Journal of Science and Technology Transaction BEngineering 37.C1 (2013) pp. 1-15.
 Mohamad, Azizah, et al. "A process prediction model based on Cuckoo algorithm for abrasive waterjet machining." Journal of Intelligent Manufacturing (2013): pp. 1-6.
 Burnwal, Shashikant, and Sankha Deb. "Scheduling optimization of flexible manufacturing system using cuckoo search-based approach." The International Journal of Advanced Manufacturing Technology 64.5-8 (2013): pp. 951- 959.
 Yildiz, Ali R. "Cuckoo search algorithm for the selection of optimal machining parameters in milling operations." The International Journal of Advanced Manufacturing Technology 64.1-4 (2013): pp. 55-61.
 Aly, Walid M., and Alaa Sheta. "Parameter Estimation of Nonlinear Systems Using Lèvy Flight Cuckoo Search." Research and Development in Intelligent Systems XXX. Springer International Publishing, 2013. pp. 443-449.
 Elkeran, Ahmed. "A new approach for sheet nesting problem using guided cuckoo search and pairwise clustering." European Journal of Operational Research 231.3 (2013): pp. 757-769.
 Guo, Peng, Wenming Cheng, and Yi Wang. "Parallel machine scheduling with step deteriorating jobs and setup times by a hybrid discrete cuckoo search algorithm." arXiv preprint arXiv:1309.1453 (2013).
 Syberfeldt, Anna. "Multi-Objective Optimization of a Real- World Manufacturing Process Using Cuckoo Search." Cuckoo Search and Firefly Algorithm. Springer International Publishing, 2014.pp. 179-193.
 Asadi Masoud, Yidan Song, Bengt Sunden and Gongnan Xie ?Economic optimization design of shell-and-tube heat exchangers by a cuckoo-search-algorithm Applied Thermal Engineering, Elsevier, Volume 73, Issue 1, 5 December 2014, pp. 1032–1040.
 Ravichandran ,P., K. Krishnamurthy and R. Parameshwaran ?A Hybrid PSO-CS Algorithm for Parallel Line Job Shop Scheduling To Minimize Makespan World Applied Sciences Journal 34 ,2016,pp. 878-883.
 Ma, Jieming, et al. "Parameter estimation of photovoltaic models via cuckoo search." Journal of Applied Mathematics 2013 (2013).
 Ahmed, Jubaer, and Zainal Salam. "A soft computing MPPT for PV system based on Cuckoo Search algorithm." Power Engineering, Energy and Electrical Drives (POWERENG), 2013 Fourth International Conference on. IEEE, 2013.
 Jovanovic, Raka. "Optimization Of Splits Spectrum And Multi-Junction Photovoltaic Cells Using Cuckoo Search Inspired Hybridization Of The Nelder-Mead Simplex Algorithm." Qatar Foundation Annual Research Conference. No. 2013. 2013.
 Pani, Priya Ranjan, et al. "Design of planar ebg structures using cuckoo search algorithm for power/ ground noise suppression." Progress in Electromagnetics Research M 28 (2013): pp. 145-155.
 Coelho, Leandrodos Santos, et al. "Multiobjective Cuckoo Search Algorithm Based on Duffing`s Oscillator Applied to Jiles-Atherton Vector Hysteresis Parameters Estimation." IEEE transactions on magnetics 49.5 (2013): pp. 1745-1748.
 Dash, Puja, Lalit Chandra Saikia, and Nidul Sinha. "Comparison of performances of several Cuckoo search algorithm based 2DOF controllers in AGC of multi-area thermal system." International Journal of Electrical Power & Energy Systems 55 (2014):pp. 429-436.
 Shi, Ji-Ying, Fei Xue, Zi-Jian Qin, Wen Zhang, Le-Tao Ling and Ting Yang ?Improved Global Maximum Power Point Tracking for Photovoltaic System via Cuckoo Search under Partial Shaded Conditions Journal of Power Electronics. 2016. Jan, 16(1): pp. 287-296.
 Basu, M., and A. Chowdhury. "Cuckoo search algorithm for economic dispatch." Energy 60 (2013): pp. 99-108.
 Vo, Dieu N., Peter Schegner, and Weerakorn Ongsakul. "Cuckoo search algorithm for non-convex economic dispatch." IET Generation, Transmission & Distribution 7.6 (2013): pp. 645-654.
 Serapião, Adriane. "Cuckoo Search for Solving Economic Dispatch Load Problem." Intelligent Control & Automation (2153-0653) 4.4 (2013).
 Moravej, Zahra, and Amir Akhlaghi. "A novel approach based on cuckoo search for DG allocation in distribution network." International Journal of Electrical Power & Energy Systems 44.1 (2013): pp. 672-679.
 Buaklee, Wirote, and Komsan Hongesombut. "Optimal DG allocation in a smart distribution grid using Cuckoo Search algorithm." Electrical Engineering/ Electronics, Computer, Telecommunications and Information Technology (ECTICON), 2013 10th International Conference on. IEEE, 2013.
 El-Fergany Attia A. Almoataz Y. Abdelaziz ?Capacitor allocations in radial distribution networks using cuckoo search algorithm IET Generation, Transmission Volume:8 Issue:2 ,February 2014,pp. 223-232.
 Nguyen, Thuan Thanh and Viet Anh Truong ?Distribution network reconfiguration for power loss minimization and voltage profile improvement using cuckoo search algorithm International Journal of Electrical Power & Energy Systems 6 8 June 2015 pp. 233-242.
 Teske, Alexander, Rafael Falcon and Amiya Nayaka ?Efficient detection of faulty nodes with cuckoo search in tdiagnosable systems Computing, Elsevier, Volume.29, April 2015, pp. 52–64.
 Nguyen, Thang Trung and Dieu Ngoc Vo ?Modified cuckoo search algorithm for short-term hydrothermal Scheduling International Journal of Electrical Power & Energy Systems, Elsevier, Volume 65,. February 2015, pp. 271–281.
 Mishra Chetan , Shiv P. Singh and Jimit Rokadia ?Optimal power flow in the presence of wind power using modified cuckoo search, IET Generation, Transmission & Distribution (Volume:9 , Issue: 7), 30 April 2015, pp. 615-626.
 Pham, Ly Huu , Thang Trung Nguyen and Bach Hoang Dinh ?Adaptive Cuckoo Search Algorithm for Economic Emission Load Dispatch Problem International Journal of Hybrid Information Technology Vol.9, No.4 (2016), pp. 105-116.
 Dey, Nilanjan, et al. "Optimisation of scaling factors in electrocardiogram signal watermarking using cuckoo search." International Journal of Bio-Inspired Computation 5.5 (2013): pp. 315-326.
 Das, Goutam. "Cuckoo Search based Soft computing Approach for Quality Analysis of White Poppy Seeds." International Journal of Advanced Research in Computer Science 4.2 (2013).
 Walia, Gurjit Singh, and Rajiv Kapoor. "Particle filter based on cuckoo search for non-linear state estimation." Advance Computing Conference (IACC), 2013 IEEE 3rd International. IEEE, 2013.
 Rao, P. V. "Speech Signal Quality Improvement Using Cuckoo Search Algorithm." IJEIR 2.6 (2013):pp. 519-526.
 Bhandari, A.K, V. Soni ,A. Kumar and G.K. Singh ?Cuckoo search algorithm based satellite image contrast and brightness enhancement using DWT–SVD ISA Transactions, Elsevier, Volume 53, Issue 4, July 2014,pp. 1286–1296.
 George E. Ben, G. Jeba Rosline; D. Gnana Rajesh ?Brain tumor segmentation using Cuckoo Search optimization for Magnetic Resonance Images IEEE 8th GCC Conference and Exhibition (GCCCE), 2015,pp. 1-6.
 Naik, Manoj Kumar and Rutuparna Panda ?A novel adaptive cuckoo search algorithm for intrinsic discriminant analysis based face recognition Applied Soft Computing, Elsevier, Volume 38, January 2016, pp. 661–675.
 Gupta, Daya, Bidisha Das, and V. K. Panchal. "Applying case based reasoning in cuckoo search for the expedition of groundwater exploration." Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012). Springer India, 2013.
 Khan, Koffka, and Ashok Sahai. "Neural-Based Cuckoo Search of Employee Health and Safety (HS)." International Journal of Intelligent Systems & Applications 5.2 (2013).
 Li, Xiangtao and Minghao Yin “A particle swarm inspired cuckoo search algorithm for real parameter optimization Methodologies And Application, Soft Computing ,April 2016,Volume 20,Issue 4, pp. 1389-141.
 Qu, Liangdong, Dengxu He and Ruimin Jia ?Optimized Grey Model Based on Cuckoo Search Algorithm and Its Prediction Application Journal of Information & Computational Science 11:5 (2014) pp. 1419–1426
Cuckoo Search, optimization, metaheuristic, Lévy flight, engineering problem, structural optimization, manufacturing process.