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Erschienen in: Neural Computing and Applications 2/2018

15.07.2016 | Review

A comprehensive study of cuckoo-inspired algorithms

verfasst von: Mohamed Abdel-Basset, Abdel-Naser Hessin, Lila Abdel-Fatah

Erschienen in: Neural Computing and Applications | Ausgabe 2/2018

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Abstract

Nature-inspired metaheuristic algorithms are considered as the most effective techniques for solving various optimization problems. This paper provides a briefly review of the key features of the cuckoo-inspired metaheuristics: cuckoo search (CS) and cuckoo optimization algorithm (COA). In addition, it discusses some of their important and emerging studies, investigates their applications in several fields, and finally clarifies the differences between both algorithms so as to remove confusion between them.

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Literatur
1.
2.
Zurück zum Zitat Blum C, Roli A (2003) Metaheuristics in combinatorial optimization: overview and conceptual comparison. ACM Comput Surv (CSUR) 35(3):268–308CrossRef Blum C, Roli A (2003) Metaheuristics in combinatorial optimization: overview and conceptual comparison. ACM Comput Surv (CSUR) 35(3):268–308CrossRef
3.
4.
Zurück zum Zitat Dorigo M (1992) Optimization, learning and natural algorithms. Ph. D. Thesis, Politecnico di Milano, Italy Dorigo M (1992) Optimization, learning and natural algorithms. Ph. D. Thesis, Politecnico di Milano, Italy
5.
Zurück zum Zitat Kennedy J, R Eberhart (1995) Particle swarm optimization 1 Kennedy J, R Eberhart (1995) Particle swarm optimization 1
7.
Zurück zum Zitat Rashedi E, Nezamabadi-Pour H, Saryazdi S (2009) GSA: a gravitational search algorithm. Inf Sci 179(13):2232–2248CrossRefMATH Rashedi E, Nezamabadi-Pour H, Saryazdi S (2009) GSA: a gravitational search algorithm. Inf Sci 179(13):2232–2248CrossRefMATH
8.
Zurück zum Zitat Yang XS, Deb S (2009, December) Cuckoo search via Lévy flights. In: Nature and biologically inspired computing, 2009. NaBIC 2009. World Congress on IEEE, pp 210–214 Yang XS, Deb S (2009, December) Cuckoo search via Lévy flights. In: Nature and biologically inspired computing, 2009. NaBIC 2009. World Congress on IEEE, pp 210–214
9.
Zurück zum Zitat Rajabioun R (2011) Cuckoo optimization algorithm. Appl Soft Comput 11(8):5508–5518CrossRef Rajabioun R (2011) Cuckoo optimization algorithm. Appl Soft Comput 11(8):5508–5518CrossRef
10.
Zurück zum Zitat Pagh R, Rodler FF (2001) Cuckoo hashing. Springer, Berlin, pp 121–133MATH Pagh R, Rodler FF (2001) Cuckoo hashing. Springer, Berlin, pp 121–133MATH
11.
Zurück zum Zitat Yang XS, Deb S (2014) Cuckoo search: recent advances and applications. Neural Comput Appl 24(1):169–174CrossRef Yang XS, Deb S (2014) Cuckoo search: recent advances and applications. Neural Comput Appl 24(1):169–174CrossRef
12.
Zurück zum Zitat Walton S, Hassan O, Morgan K, Brown MR (2011) Modified cuckoo search: a new gradient free optimisation algorithm. Chaos Solitons Fractals 44:710–718CrossRef Walton S, Hassan O, Morgan K, Brown MR (2011) Modified cuckoo search: a new gradient free optimisation algorithm. Chaos Solitons Fractals 44:710–718CrossRef
13.
Zurück zum Zitat Zhang Y, Wang L, Wu Q (2012) Modified adaptive cuckoo search (MACS) algorithm and formal description for global optimisation. Int J Comput Appl Technol 44(2):73–79CrossRef Zhang Y, Wang L, Wu Q (2012) Modified adaptive cuckoo search (MACS) algorithm and formal description for global optimisation. Int J Comput Appl Technol 44(2):73–79CrossRef
14.
Zurück zum Zitat Lin JH, Lee HC. (2012). Motional chaotic cuckoo search for the reconstruction of chaotic dynamics. In: source: 11th WSEAS international conference on computational intelligence, man-machine systems and cybernetics (CIMMACS’12), pp 123–128 Lin JH, Lee HC. (2012). Motional chaotic cuckoo search for the reconstruction of chaotic dynamics. In: source: 11th WSEAS international conference on computational intelligence, man-machine systems and cybernetics (CIMMACS’12), pp 123–128
15.
Zurück zum Zitat Wang GG, Deb S, Gandomi AH, Zhang Z, Alavi AH (2014, September) A novel cuckoo search with chaos theory and elitism scheme. In: Soft computing and machine intelligence (ISCMI), 2014 international conference on IEEE, pp 64–69 Wang GG, Deb S, Gandomi AH, Zhang Z, Alavi AH (2014, September) A novel cuckoo search with chaos theory and elitism scheme. In: Soft computing and machine intelligence (ISCMI), 2014 international conference on IEEE, pp 64–69
16.
Zurück zum Zitat Valian E, Mohanna S, Tavakoli S (2011) Improved cuckoo search algorithm for global optimization. Int J Commun Inform Technol 1(1):31–44 Valian E, Mohanna S, Tavakoli S (2011) Improved cuckoo search algorithm for global optimization. Int J Commun Inform Technol 1(1):31–44
18.
Zurück zum Zitat Ghodrati A, Lotfi S (2012) A hybrid CS/PSO algorithm for global optimization. In: Intelligent information and database systems. Springer, Berlin, pp 89–98 Ghodrati A, Lotfi S (2012) A hybrid CS/PSO algorithm for global optimization. In: Intelligent information and database systems. Springer, Berlin, pp 89–98
19.
Zurück zum Zitat Kanagaraj G, Ponnambalam SG, Jawahar N (2013) A hybrid cuckoo search and genetic algorithm for reliability–redundancy allocation problems. Comput Ind Eng 66(4):1115–1124CrossRef Kanagaraj G, Ponnambalam SG, Jawahar N (2013) A hybrid cuckoo search and genetic algorithm for reliability–redundancy allocation problems. Comput Ind Eng 66(4):1115–1124CrossRef
20.
Zurück zum Zitat Raju R, Babukarthik RG, Dhavachelvan P (2013) Hybrid ant colony optimization and cuckoo search algorithm for job scheduling. In: Advances in computing and information technology. Springer Berlin, pp 491–501 Raju R, Babukarthik RG, Dhavachelvan P (2013) Hybrid ant colony optimization and cuckoo search algorithm for job scheduling. In: Advances in computing and information technology. Springer Berlin, pp 491–501
21.
Zurück zum Zitat Binu D, Selvi M, George A (2013) MKF-cuckoo: hybridization of cuckoo search and multiple kernel-based fuzzy C-means algorithm. AASRI Procedia 4:243–249CrossRef Binu D, Selvi M, George A (2013) MKF-cuckoo: hybridization of cuckoo search and multiple kernel-based fuzzy C-means algorithm. AASRI Procedia 4:243–249CrossRef
22.
Zurück zum Zitat Chen L, Chen CP, Lu M (2011) A multiple-kernel fuzzy C-means algorithm for image segmentation. IEEE Trans Syst Man Cybern Part B Cybern 41(5):1263–1274MathSciNetCrossRef Chen L, Chen CP, Lu M (2011) A multiple-kernel fuzzy C-means algorithm for image segmentation. IEEE Trans Syst Man Cybern Part B Cybern 41(5):1263–1274MathSciNetCrossRef
23.
Zurück zum Zitat Huang J, Gao L, Li X (2015) An effective teaching-learning-based cuckoo search algorithm for parameter optimization problems in structure designing and machining processes. Appl Soft Comput 36:349–356CrossRef Huang J, Gao L, Li X (2015) An effective teaching-learning-based cuckoo search algorithm for parameter optimization problems in structure designing and machining processes. Appl Soft Comput 36:349–356CrossRef
24.
Zurück zum Zitat Rao RV, Savsani VJ, Vakharia DP (2012) Teaching–learning-based optimization: an optimization method for continuous non-linear large scale problems. Inf Sci 183(1):1–15MathSciNetCrossRef Rao RV, Savsani VJ, Vakharia DP (2012) Teaching–learning-based optimization: an optimization method for continuous non-linear large scale problems. Inf Sci 183(1):1–15MathSciNetCrossRef
25.
Zurück zum Zitat Singla S, Jarial P, Mittal G. Hybridization of cuckoo search and artificial bee colony optimization for satellite image classification Singla S, Jarial P, Mittal G. Hybridization of cuckoo search and artificial bee colony optimization for satellite image classification
26.
Zurück zum Zitat Karaboga D (2005) An idea based on honey bee swarm for numerical optimization. Technical report-tr06, Erciyes University, Engineering Faculty, Computer Engineering Department, vol 200 Karaboga D (2005) An idea based on honey bee swarm for numerical optimization. Technical report-tr06, Erciyes University, Engineering Faculty, Computer Engineering Department, vol 200
27.
Zurück zum Zitat Sheikholeslami R, Zecchin AC, Zheng F, Talatahari S (2015) A hybrid cuckoo–harmony search algorithm for optimal design of water distribution systems. J Hydroinform 174 Sheikholeslami R, Zecchin AC, Zheng F, Talatahari S (2015) A hybrid cuckoo–harmony search algorithm for optimal design of water distribution systems. J Hydroinform 174
28.
Zurück zum Zitat Geem ZW, Kim JH, Loganathan GV (2001) A new heuristic optimization algorithm: harmony search. Simulation 76(2):60–68CrossRef Geem ZW, Kim JH, Loganathan GV (2001) A new heuristic optimization algorithm: harmony search. Simulation 76(2):60–68CrossRef
29.
Zurück zum Zitat Zhang Y, Yu C, Fu X, Liu W, Bi W (2015) Spectrum parameter estimation in Brillouin scattering distributed temperature sensor based on cuckoo search algorithm combined with the improved differential evolution algorithm. Opt Commun 357:15–20CrossRef Zhang Y, Yu C, Fu X, Liu W, Bi W (2015) Spectrum parameter estimation in Brillouin scattering distributed temperature sensor based on cuckoo search algorithm combined with the improved differential evolution algorithm. Opt Commun 357:15–20CrossRef
30.
Zurück zum Zitat Qin AK, Huang VL, Suganthan PN (2009) Differential evolution algorithm with strategy adaptation for global numerical optimization. IEEE Trans Evol Comput 13(2):398–417CrossRef Qin AK, Huang VL, Suganthan PN (2009) Differential evolution algorithm with strategy adaptation for global numerical optimization. IEEE Trans Evol Comput 13(2):398–417CrossRef
31.
Zurück zum Zitat Price K, Storn R (1997) Differential evolution: a simple evolution strategy for fast optimization. Dr. Dobb’s J 22(4):18–24MATH Price K, Storn R (1997) Differential evolution: a simple evolution strategy for fast optimization. Dr. Dobb’s J 22(4):18–24MATH
32.
Zurück zum Zitat Liu X, Fu M (2015) Cuckoo search algorithm based on frog leaping local search and chaos theory. Appl Math Comput 266:1083–1092MathSciNet Liu X, Fu M (2015) Cuckoo search algorithm based on frog leaping local search and chaos theory. Appl Math Comput 266:1083–1092MathSciNet
33.
Zurück zum Zitat Eusuff MM, Lansey KE (2001) Water distribution network design using the shuffled frog leaping algorithm. In World Water Congress, pp 1–8 Eusuff MM, Lansey KE (2001) Water distribution network design using the shuffled frog leaping algorithm. In World Water Congress, pp 1–8
34.
Zurück zum Zitat Zheng H, Zhou Y, He S, Ouyang X (2012) A discrete cuckoo search algorithm for solving knapsack problems. Adv Inform Sci Serv Sci 4(18) Zheng H, Zhou Y, He S, Ouyang X (2012) A discrete cuckoo search algorithm for solving knapsack problems. Adv Inform Sci Serv Sci 4(18)
35.
Zurück zum Zitat Burnwal S, Deb S (2013) Scheduling optimization of flexible manufacturing system using cuckoo search-based approach. Int J Adv Manuf Technol 64(5–8):951–959CrossRef Burnwal S, Deb S (2013) Scheduling optimization of flexible manufacturing system using cuckoo search-based approach. Int J Adv Manuf Technol 64(5–8):951–959CrossRef
36.
Zurück zum Zitat Ouaarab A, Ahiod B, Yang XS (2015) Random-key cuckoo search for the travelling salesman problem. Soft Comput 19(4):1099–1106CrossRef Ouaarab A, Ahiod B, Yang XS (2015) Random-key cuckoo search for the travelling salesman problem. Soft Comput 19(4):1099–1106CrossRef
37.
Zurück zum Zitat Dasgupta P, Das S (2015) A discrete inter-species cuckoo search for flowshop scheduling problems. Comput Oper Res 60:111–120MathSciNetCrossRefMATH Dasgupta P, Das S (2015) A discrete inter-species cuckoo search for flowshop scheduling problems. Comput Oper Res 60:111–120MathSciNetCrossRefMATH
38.
Zurück zum Zitat Li X, Yin M (2013) A hybrid cuckoo search via Lévy flights for the permutation flow shop scheduling problem. Int J Prod Res 51(16):4732–4754CrossRef Li X, Yin M (2013) A hybrid cuckoo search via Lévy flights for the permutation flow shop scheduling problem. Int J Prod Res 51(16):4732–4754CrossRef
39.
Zurück zum Zitat Guo P, Cheng W, Wang Y (2015) Parallel machine scheduling with step-deteriorating jobs and setup times by a hybrid discrete cuckoo search algorithm. Eng Optim 47(11):1564–1585MathSciNetCrossRef Guo P, Cheng W, Wang Y (2015) Parallel machine scheduling with step-deteriorating jobs and setup times by a hybrid discrete cuckoo search algorithm. Eng Optim 47(11):1564–1585MathSciNetCrossRef
40.
Zurück zum Zitat Ljouad T, Amine A, Rziza M (2014) A hybrid mobile object tracker based on the modified Cuckoo search algorithm and the kalman filter. Pattern Recogn 47(11):3597–3613CrossRef Ljouad T, Amine A, Rziza M (2014) A hybrid mobile object tracker based on the modified Cuckoo search algorithm and the kalman filter. Pattern Recogn 47(11):3597–3613CrossRef
41.
Zurück zum Zitat Nguyen TT, Vo DN (2015) The application of one rank cuckoo search algorithm for solving economic load dispatch problems. Appl Soft Comput 37:763–773CrossRef Nguyen TT, Vo DN (2015) The application of one rank cuckoo search algorithm for solving economic load dispatch problems. Appl Soft Comput 37:763–773CrossRef
42.
Zurück zum Zitat Garg A, Sahu OP (2015) Cuckoo search based optimal mask generation for noise suppression and enhancement of speech signal. J King Saud Univ Comput Inform Sci 27(3):269–277 Garg A, Sahu OP (2015) Cuckoo search based optimal mask generation for noise suppression and enhancement of speech signal. J King Saud Univ Comput Inform Sci 27(3):269–277
43.
Zurück zum Zitat Ding X, Xu Z, Cheung NJ, Liu X (2015) Parameter estimation of Takagi-Sugeno fuzzy system using heterogeneous cuckoo search algorithm. Neurocomputing 151:1332–1342CrossRef Ding X, Xu Z, Cheung NJ, Liu X (2015) Parameter estimation of Takagi-Sugeno fuzzy system using heterogeneous cuckoo search algorithm. Neurocomputing 151:1332–1342CrossRef
44.
Zurück zum Zitat Abdelaziz AY, Ali ES (2015) Cuckoo Search algorithm based load frequency controller design for nonlinear interconnected power system. Int J Electr Power Energy Syst 73:632–643CrossRef Abdelaziz AY, Ali ES (2015) Cuckoo Search algorithm based load frequency controller design for nonlinear interconnected power system. Int J Electr Power Energy Syst 73:632–643CrossRef
45.
Zurück zum Zitat Teymourian E, Kayvanfar V, Komaki GM, Zandieh M (2016) Enhanced intelligent water drops and cuckoo search algorithms for solving the capacitated vehicle routing problem. Inf Sci 334:354–378CrossRef Teymourian E, Kayvanfar V, Komaki GM, Zandieh M (2016) Enhanced intelligent water drops and cuckoo search algorithms for solving the capacitated vehicle routing problem. Inf Sci 334:354–378CrossRef
46.
Zurück zum Zitat Pradeep SA, Manavalan R (2013) Analysis of cuckoo search with genetic algorithm for image compression Pradeep SA, Manavalan R (2013) Analysis of cuckoo search with genetic algorithm for image compression
47.
Zurück zum Zitat Al-Khafaji AA, Darus IZM (2014) Controller optimization using cuckoo search algorithm of a flexible single-link manipulator. Optimization (PSO) 9(10):11 Al-Khafaji AA, Darus IZM (2014) Controller optimization using cuckoo search algorithm of a flexible single-link manipulator. Optimization (PSO) 9(10):11
48.
Zurück zum Zitat Chen JF, Do QH, Hsieh HN (2015) Training artificial neural networks by a hybrid PSO-CS algorithm. Algorithms 8(2):292–308MathSciNetCrossRef Chen JF, Do QH, Hsieh HN (2015) Training artificial neural networks by a hybrid PSO-CS algorithm. Algorithms 8(2):292–308MathSciNetCrossRef
49.
Zurück zum Zitat Meziane R, Boufala S, Amar H, Amara M Wind farm reliability optimization using cuckoo search algorithm Meziane R, Boufala S, Amar H, Amara M Wind farm reliability optimization using cuckoo search algorithm
50.
Zurück zum Zitat Zaw MM, Mon EE (2013) Web document clustering using cuckoo search clustering algorithm based on levy flight. Int J Innov Appl Stud 4(1):182–188 Zaw MM, Mon EE (2013) Web document clustering using cuckoo search clustering algorithm based on levy flight. Int J Innov Appl Stud 4(1):182–188
51.
Zurück zum Zitat Zineddine M (2015) Vulnerabilities and mitigation techniques toning in the cloud: a cost and vulnerabilities coverage optimization approach using Cuckoo search algorithm with Lévy flights. Comput Secur 48:1–18CrossRef Zineddine M (2015) Vulnerabilities and mitigation techniques toning in the cloud: a cost and vulnerabilities coverage optimization approach using Cuckoo search algorithm with Lévy flights. Comput Secur 48:1–18CrossRef
52.
Zurück zum Zitat Sun X, Sun W, Wang J, Zhang Y, Gao Y (2016) Using a Grey–Markov model optimized by Cuckoo search algorithm to forecast the annual foreign tourist arrivals to China. Tour Manag 52:369–379CrossRef Sun X, Sun W, Wang J, Zhang Y, Gao Y (2016) Using a Grey–Markov model optimized by Cuckoo search algorithm to forecast the annual foreign tourist arrivals to China. Tour Manag 52:369–379CrossRef
53.
Zurück zum Zitat Piechocki J, Ambroziak D, Palkowski A, Redlarski G (2014) Use of modified Cuckoo search algorithm in the design process of integrated power systems for modern and energy self-sufficient farms. Appl Energy 114:901–908CrossRef Piechocki J, Ambroziak D, Palkowski A, Redlarski G (2014) Use of modified Cuckoo search algorithm in the design process of integrated power systems for modern and energy self-sufficient farms. Appl Energy 114:901–908CrossRef
54.
Zurück zum Zitat Agrawal S, Panda R, Bhuyan S, Panigrahi BK (2013) Tsallis entropy based optimal multilevel thresholding using cuckoo search algorithm. Swarm Evol Comput 11:16–30CrossRef Agrawal S, Panda R, Bhuyan S, Panigrahi BK (2013) Tsallis entropy based optimal multilevel thresholding using cuckoo search algorithm. Swarm Evol Comput 11:16–30CrossRef
55.
Zurück zum Zitat El-Maleh AH, Sait SM, Bala A (2015) State assignment for area minimization of sequential circuits based on cuckoo search optimization. Comput Electr Eng 44:13–23CrossRef El-Maleh AH, Sait SM, Bala A (2015) State assignment for area minimization of sequential circuits based on cuckoo search optimization. Comput Electr Eng 44:13–23CrossRef
56.
Zurück zum Zitat Naik MK, Panda R (2016) A novel adaptive cuckoo search algorithm for intrinsic discriminant analysis based face recognition. Appl Soft Comput 38:661–675CrossRef Naik MK, Panda R (2016) A novel adaptive cuckoo search algorithm for intrinsic discriminant analysis based face recognition. Appl Soft Comput 38:661–675CrossRef
57.
Zurück zum Zitat Nguyen TT, Truong AV, Phung TA (2016) A novel method based on adaptive cuckoo search for optimal network reconfiguration and distributed generation allocation in distribution network. Int J Electr Power Energy Syst 78:801–815CrossRef Nguyen TT, Truong AV, Phung TA (2016) A novel method based on adaptive cuckoo search for optimal network reconfiguration and distributed generation allocation in distribution network. Int J Electr Power Energy Syst 78:801–815CrossRef
58.
Zurück zum Zitat Ilunga-Mbuyamba E, Cruz-Duarte JM, Avina-Cervantes JG, Correa-Cely CR, Lindner D, Chalopin C (2016) Active contours driven by Cuckoo Search strategy for brain tumour images segmentation. Expert Syst Appl 56:59–68CrossRef Ilunga-Mbuyamba E, Cruz-Duarte JM, Avina-Cervantes JG, Correa-Cely CR, Lindner D, Chalopin C (2016) Active contours driven by Cuckoo Search strategy for brain tumour images segmentation. Expert Syst Appl 56:59–68CrossRef
59.
Zurück zum Zitat Cobos C, Muñoz-Collazos H, Urbano-Muñoz R, Mendoza M, León E, Herrera-Viedma E (2014) Clustering of web search results based on the cuckoo search algorithm and balanced Bayesian information criterion. Inf Sci 281:248–264CrossRef Cobos C, Muñoz-Collazos H, Urbano-Muñoz R, Mendoza M, León E, Herrera-Viedma E (2014) Clustering of web search results based on the cuckoo search algorithm and balanced Bayesian information criterion. Inf Sci 281:248–264CrossRef
60.
Zurück zum Zitat Bhateja AK, Bhateja A, Chaudhury S, Saxena PK (2015) Cryptanalysis of Vigenere cipher using Cuckoo search. Appl Soft Comput 26:315–324CrossRef Bhateja AK, Bhateja A, Chaudhury S, Saxena PK (2015) Cryptanalysis of Vigenere cipher using Cuckoo search. Appl Soft Comput 26:315–324CrossRef
61.
Zurück zum Zitat Basu M, Chowdhury A (2013) Cuckoo search algorithm for economic dispatch. Energy 60:99–108CrossRef Basu M, Chowdhury A (2013) Cuckoo search algorithm for economic dispatch. Energy 60:99–108CrossRef
62.
Zurück zum Zitat Bhandari AK, Singh VK, Kumar A, Singh GK (2014) Cuckoo search algorithm and wind driven optimization based study of satellite image segmentation for multilevel thresholding using Kapur’s entropy. Expert Syst Appl 41(7):3538–3560CrossRef Bhandari AK, Singh VK, Kumar A, Singh GK (2014) Cuckoo search algorithm and wind driven optimization based study of satellite image segmentation for multilevel thresholding using Kapur’s entropy. Expert Syst Appl 41(7):3538–3560CrossRef
63.
Zurück zum Zitat Nandy S, Yang XS, Sarkar PP, Das A (2015) Color image segmentation by cuckoo search. Intell Autom Soft Comput 21(4):673–685CrossRef Nandy S, Yang XS, Sarkar PP, Das A (2015) Color image segmentation by cuckoo search. Intell Autom Soft Comput 21(4):673–685CrossRef
64.
Zurück zum Zitat Dash P, Saikia LC, Sinha N (2015) Comparison of performances of several FACTS devices using Cuckoo search algorithm optimized 2DOF controllers in multi-area AGC. Int J Electr Power Energy Syst 65:316–324CrossRef Dash P, Saikia LC, Sinha N (2015) Comparison of performances of several FACTS devices using Cuckoo search algorithm optimized 2DOF controllers in multi-area AGC. Int J Electr Power Energy Syst 65:316–324CrossRef
65.
Zurück zum Zitat Daniel E, Anitha J (2016) Optimum wavelet based masking for the contrast enhancement of medical images using enhanced cuckoo search algorithm. Comput Biol Med 71:149–155CrossRef Daniel E, Anitha J (2016) Optimum wavelet based masking for the contrast enhancement of medical images using enhanced cuckoo search algorithm. Comput Biol Med 71:149–155CrossRef
66.
Zurück zum Zitat Kahramanli H (2012) A modified cuckoo optimization algorithm for engineering optimization. Int J Future Comput Commun 1(2):199CrossRef Kahramanli H (2012) A modified cuckoo optimization algorithm for engineering optimization. Int J Future Comput Commun 1(2):199CrossRef
67.
Zurück zum Zitat Dejam S, Sadeghzadeh M, Mirabedini SJ (2012) Combining cuckoo and tabu algorithms for solving quadratic assignment problems. J Acad Appl Stud 2(12):1–8 Dejam S, Sadeghzadeh M, Mirabedini SJ (2012) Combining cuckoo and tabu algorithms for solving quadratic assignment problems. J Acad Appl Stud 2(12):1–8
68.
Zurück zum Zitat Glover F, McMillan C (1986) The general employee scheduling problem. An integration of MS and AI. Comput Oper Res 13(5):563–573CrossRef Glover F, McMillan C (1986) The general employee scheduling problem. An integration of MS and AI. Comput Oper Res 13(5):563–573CrossRef
69.
Zurück zum Zitat Naseri KN (2014) A hybrid cuckoo-gravitation algorithm for cost-optimized QFD decision-making problem. J Math Comput Sci 9:342–351 Naseri KN (2014) A hybrid cuckoo-gravitation algorithm for cost-optimized QFD decision-making problem. J Math Comput Sci 9:342–351
70.
Zurück zum Zitat Rashedi E, Nezamabadi-Pour H, Saryazdi S (2009) GSA: a gravitational search algorithm. Inf Sci 179(13):2232–2248CrossRefMATH Rashedi E, Nezamabadi-Pour H, Saryazdi S (2009) GSA: a gravitational search algorithm. Inf Sci 179(13):2232–2248CrossRefMATH
71.
Zurück zum Zitat Sarvi M, Parpaei M, Bagheri H, Kojoori MR (2014) Optimal operation and output oscillations reduction of PEMFC by using an intelligent strategy. Int J Electrochem Sci 9:4172–4189 Sarvi M, Parpaei M, Bagheri H, Kojoori MR (2014) Optimal operation and output oscillations reduction of PEMFC by using an intelligent strategy. Int J Electrochem Sci 9:4172–4189
72.
Zurück zum Zitat Yang XS, Deb S (2010). Eagle strategy using Lévy walk and firefly algorithms for stochastic optimization. In Nature inspired cooperative strategies for optimization (NICSO 2010). Springer, Berlin, pp. 101–111 Yang XS, Deb S (2010). Eagle strategy using Lévy walk and firefly algorithms for stochastic optimization. In Nature inspired cooperative strategies for optimization (NICSO 2010). Springer, Berlin, pp. 101–111
73.
Zurück zum Zitat Mahmoudi S, Rajabioun R, Lotfi S (2013) Binary cuckoo optimization algorithm. Nature Mahmoudi S, Rajabioun R, Lotfi S (2013) Binary cuckoo optimization algorithm. Nature
74.
Zurück zum Zitat Kazemi E, Dejam S (2014) Discretization of cuckoo optimization algorithm for solving quadratic assignment problems. J World’s Electr Eng Technol 2322:5114 Kazemi E, Dejam S (2014) Discretization of cuckoo optimization algorithm for solving quadratic assignment problems. J World’s Electr Eng Technol 2322:5114
75.
Zurück zum Zitat Mousavirad SJ, Ebrahimpour-Komleh H (2014) Wrapper feature selection using discrete cuckoo optimization algorithm Mousavirad SJ, Ebrahimpour-Komleh H (2014) Wrapper feature selection using discrete cuckoo optimization algorithm
76.
Zurück zum Zitat Hadian M, AliAkbari N, Karami M (2015) Using artificial neural network predictive controller optimized with Cuckoo Algorithm for pressure tracking in gas distribution network. J Nat Gas Sci Eng 27:1446–1454CrossRef Hadian M, AliAkbari N, Karami M (2015) Using artificial neural network predictive controller optimized with Cuckoo Algorithm for pressure tracking in gas distribution network. J Nat Gas Sci Eng 27:1446–1454CrossRef
77.
Zurück zum Zitat Khajeh M, Golzary AR (2014) Synthesis of zinc oxide nanoparticles–chitosan for extraction of methyl orange from water samples: cuckoo optimization algorithm–artificial neural network. Spectrochim Acta Part A Mol Biomol Spectrosc 131:189–194CrossRef Khajeh M, Golzary AR (2014) Synthesis of zinc oxide nanoparticles–chitosan for extraction of methyl orange from water samples: cuckoo optimization algorithm–artificial neural network. Spectrochim Acta Part A Mol Biomol Spectrosc 131:189–194CrossRef
78.
Zurück zum Zitat Addeh J, Ebrahimzadeh A, Azarbad M, Ranaee V (2014) Statistical process control using optimized neural networks: a case study. ISA Trans 53(5):1489–1499CrossRef Addeh J, Ebrahimzadeh A, Azarbad M, Ranaee V (2014) Statistical process control using optimized neural networks: a case study. ISA Trans 53(5):1489–1499CrossRef
79.
Zurück zum Zitat Shahdi-Pashaki S, Teymourian E, Kayvanfar V, Komaki GM, Sajadi A (2015) Group technology-based model and cuckoo optimization algorithm for resource allocation in cloud computing. IFAC-PapersOnLine 48(3):1140–1145CrossRef Shahdi-Pashaki S, Teymourian E, Kayvanfar V, Komaki GM, Sajadi A (2015) Group technology-based model and cuckoo optimization algorithm for resource allocation in cloud computing. IFAC-PapersOnLine 48(3):1140–1145CrossRef
80.
Zurück zum Zitat Moghadasian M, Hosseini SP (2014) Binary cuckoo optimization algorithm for feature selection in high-dimensional datasets. In: International conference on innovative engineering technologies (ICIET’2014), pp 18–21 Moghadasian M, Hosseini SP (2014) Binary cuckoo optimization algorithm for feature selection in high-dimensional datasets. In: International conference on innovative engineering technologies (ICIET’2014), pp 18–21
81.
Zurück zum Zitat Behnasr M, Jazayeri-Rad H (2015) Robust data-driven soft sensor based on iteratively weighted least squares support vector regression optimized by the cuckoo optimization algorithm. J Nat Gas Sci Eng 22:35–41CrossRef Behnasr M, Jazayeri-Rad H (2015) Robust data-driven soft sensor based on iteratively weighted least squares support vector regression optimized by the cuckoo optimization algorithm. J Nat Gas Sci Eng 22:35–41CrossRef
82.
Zurück zum Zitat Asadi1, S., & Rafe, V. (2014). Presenting a method for clustering using cuckoo optimization algorithm. Int Adv Eng Technol (IAET) 22 Asadi1, S., & Rafe, V. (2014). Presenting a method for clustering using cuckoo optimization algorithm. Int Adv Eng Technol (IAET) 22
83.
Zurück zum Zitat Amiri E, Mahmoudi S (2016) Efficient protocol for data clustering by fuzzy Cuckoo optimization algorithm. Appl Soft Comput 41:15–21CrossRef Amiri E, Mahmoudi S (2016) Efficient protocol for data clustering by fuzzy Cuckoo optimization algorithm. Appl Soft Comput 41:15–21CrossRef
84.
Zurück zum Zitat Mahmoudi S, Lotfi S (2015) Modified cuckoo optimization algorithm (MCOA) to solve graph coloring problem. Appl Soft Comput 33:48–64CrossRef Mahmoudi S, Lotfi S (2015) Modified cuckoo optimization algorithm (MCOA) to solve graph coloring problem. Appl Soft Comput 33:48–64CrossRef
85.
Zurück zum Zitat Moezi SA, Zakeri E, Bazargan-Lari Y, Zare A (2015) 2&3-Dimensional optimization of connecting rod with genetic and modified cuckoo optimization algorithms. Iran J Sci Technol Trans Mech Eng 39(M1):39 Moezi SA, Zakeri E, Bazargan-Lari Y, Zare A (2015) 2&3-Dimensional optimization of connecting rod with genetic and modified cuckoo optimization algorithms. Iran J Sci Technol Trans Mech Eng 39(M1):39
86.
Zurück zum Zitat Balochian S, Ebrahimi E (2013) Parameter optimization via cuckoo optimization algorithm of fuzzy controller for liquid level control. J Eng 2013 Balochian S, Ebrahimi E (2013) Parameter optimization via cuckoo optimization algorithm of fuzzy controller for liquid level control. J Eng 2013
87.
Zurück zum Zitat Berrazouane S, Mohammedi K (2014) Parameter optimization via cuckoo optimization algorithm of fuzzy controller for energy management of a hybrid power system. Energy Convers Manag 78:652–660CrossRef Berrazouane S, Mohammedi K (2014) Parameter optimization via cuckoo optimization algorithm of fuzzy controller for energy management of a hybrid power system. Energy Convers Manag 78:652–660CrossRef
88.
Zurück zum Zitat Moezi SA, Zakeri E, Zare A, Nedaei M (2015) On the application of modified cuckoo optimization algorithm to the crack detection problem of cantilever Euler-Bernoulli beam. Comput Struct 157:42–50CrossRef Moezi SA, Zakeri E, Zare A, Nedaei M (2015) On the application of modified cuckoo optimization algorithm to the crack detection problem of cantilever Euler-Bernoulli beam. Comput Struct 157:42–50CrossRef
89.
Zurück zum Zitat Singh U, Rattan M (2014) Design of linear and circular antenna arrays using cuckoo optimization algorithm. Progress Electromagn Res C 46:1–11CrossRef Singh U, Rattan M (2014) Design of linear and circular antenna arrays using cuckoo optimization algorithm. Progress Electromagn Res C 46:1–11CrossRef
90.
Zurück zum Zitat Ajami A, Mohammadzadeh B, Oskuee MRJ (2014) Utilizing the cuckoo optimization algorithm for selective harmonic elimination strategy in the cascaded multilevel inverter. ECTI Trans Electr Eng Electron Commun 12(1):7–15 Ajami A, Mohammadzadeh B, Oskuee MRJ (2014) Utilizing the cuckoo optimization algorithm for selective harmonic elimination strategy in the cascaded multilevel inverter. ECTI Trans Electr Eng Electron Commun 12(1):7–15
91.
Zurück zum Zitat Rezaei M, Ghanbari M (2015) Optimization of hybrid Pv/Wind/Fc system considering reliability indices using cuckoo search algorithm. Indian J Fundam Appl Life Sci 5(S1):3304–3320 Rezaei M, Ghanbari M (2015) Optimization of hybrid Pv/Wind/Fc system considering reliability indices using cuckoo search algorithm. Indian J Fundam Appl Life Sci 5(S1):3304–3320
92.
Zurück zum Zitat Esfandiari A (2014) Cuckoo optimization algorithm in cutting conditions during machining. J Adv Comput Res 5(2):45–57 Esfandiari A (2014) Cuckoo optimization algorithm in cutting conditions during machining. J Adv Comput Res 5(2):45–57
93.
Zurück zum Zitat Sarvi M, Parpaei M (2013) Maximum power point tracking of wind energy conversion system using fuzzy-cuckoo optimization algorithm strategy. Int J Smart Electr Eng 2(4):195–200 Sarvi M, Parpaei M (2013) Maximum power point tracking of wind energy conversion system using fuzzy-cuckoo optimization algorithm strategy. Int J Smart Electr Eng 2(4):195–200
94.
Zurück zum Zitat Le Anh TN, Vo DN, Ongsakul W, Vasant P, Ganesan T (2015) Cuckoo optimization algorithm for optimal power flow. In: Proceedings of the 18th Asia pacific symposium on intelligent and evolutionary systems. Springer International Publishing, vol 1, pp 479–493 Le Anh TN, Vo DN, Ongsakul W, Vasant P, Ganesan T (2015) Cuckoo optimization algorithm for optimal power flow. In: Proceedings of the 18th Asia pacific symposium on intelligent and evolutionary systems. Springer International Publishing, vol 1, pp 479–493
95.
Zurück zum Zitat Shokri-Ghaleh H, Alfi A (2014) Optimal synchronization of teleoperation systems via cuckoo optimization algorithm. Nonlinear Dyn 78(4):2359–2376MathSciNetCrossRef Shokri-Ghaleh H, Alfi A (2014) Optimal synchronization of teleoperation systems via cuckoo optimization algorithm. Nonlinear Dyn 78(4):2359–2376MathSciNetCrossRef
96.
Zurück zum Zitat Hosseini-Moghari SM, Morovati R, Moghadas M, Araghinejad S (2015) Optimum operation of reservoir using two evolutionary algorithms: imperialist competitive algorithm (ICA) and cuckoo optimization algorithm (COA). Water Resour Manage 29(10):3749–3769CrossRef Hosseini-Moghari SM, Morovati R, Moghadas M, Araghinejad S (2015) Optimum operation of reservoir using two evolutionary algorithms: imperialist competitive algorithm (ICA) and cuckoo optimization algorithm (COA). Water Resour Manage 29(10):3749–3769CrossRef
97.
Zurück zum Zitat Babaei, H., & Zayandehroodi, H. (2015). Estimation of Induction Motor Efficiency Value by Nature Based Optimization Algorithm. Cumhuriyet Sci J 1(1) Babaei, H., & Zayandehroodi, H. (2015). Estimation of Induction Motor Efficiency Value by Nature Based Optimization Algorithm. Cumhuriyet Sci J 1(1)
98.
Zurück zum Zitat Bayati M (2015) Using cuckoo optimization algorithm and imperialist competitive algorithm to solve inverse kinematics problem for numerical control of robotic manipulators. Proceedings of the Institution of Mechanical Engineers, Part I Journal of Systems and Control Engineering, 0959651814568364 Bayati M (2015) Using cuckoo optimization algorithm and imperialist competitive algorithm to solve inverse kinematics problem for numerical control of robotic manipulators. Proceedings of the Institution of Mechanical Engineers, Part I Journal of Systems and Control Engineering, 0959651814568364
99.
Zurück zum Zitat Akbarzadeh A, Shadkam E (2015) The study of cuckoo optimization algorithm for production planning problem. arXiv preprint arXiv:1508.01310 Akbarzadeh A, Shadkam E (2015) The study of cuckoo optimization algorithm for production planning problem. arXiv preprint arXiv:​1508.​01310
100.
Zurück zum Zitat Fayyazi A, Eskandari MJ, Poueinak MM, Nia PM (2014) Solving urban bus terminal location problem using the meta-heuristic cuckoo optimization algorithm. Int J Basic Sci Appl Res 3:46–53 Fayyazi A, Eskandari MJ, Poueinak MM, Nia PM (2014) Solving urban bus terminal location problem using the meta-heuristic cuckoo optimization algorithm. Int J Basic Sci Appl Res 3:46–53
101.
Zurück zum Zitat Mehdinejad M, Mohammadi-Ivatloo B, Dadashzadeh-Bonab R (2016) Energy production cost minimization in a combined heat and power generation systems using cuckoo optimization algorithm. Energy Efficiency 1–16 Mehdinejad M, Mohammadi-Ivatloo B, Dadashzadeh-Bonab R (2016) Energy production cost minimization in a combined heat and power generation systems using cuckoo optimization algorithm. Energy Efficiency 1–16
102.
Zurück zum Zitat Mellal MA, Williams EJ (2015) Cuckoo optimization algorithm with penalty function for combined heat and power economic dispatch problem. Energy 93:1711–1718CrossRef Mellal MA, Williams EJ (2015) Cuckoo optimization algorithm with penalty function for combined heat and power economic dispatch problem. Energy 93:1711–1718CrossRef
103.
Zurück zum Zitat Mellal MA, Adjerid S, Williams EJ, Benazzouz D (2012) Optimal replacement policy for obsolete components using cuckoo optimization algorithm based-approach: dependability context. J Sci Ind Res 71(11):715–721 Mellal MA, Adjerid S, Williams EJ, Benazzouz D (2012) Optimal replacement policy for obsolete components using cuckoo optimization algorithm based-approach: dependability context. J Sci Ind Res 71(11):715–721
104.
Zurück zum Zitat Rabiee M, Sajedi H (2013). Job scheduling in grid computing with cuckoo optimization algorithm. Int J Comput Appl 62(16) Rabiee M, Sajedi H (2013). Job scheduling in grid computing with cuckoo optimization algorithm. Int J Comput Appl 62(16)
105.
Zurück zum Zitat Namdari F, Samadinasab S, Shojaei N, Bakhshipour M (2015) Optimal coordination of overcurrent and distance relays using cuckoo optimization algorithm. TELKOMNIKA Indones J Electr Eng 16(3):389 Namdari F, Samadinasab S, Shojaei N, Bakhshipour M (2015) Optimal coordination of overcurrent and distance relays using cuckoo optimization algorithm. TELKOMNIKA Indones J Electr Eng 16(3):389
106.
Zurück zum Zitat Maadi M, Javidnia M, Ghasemi M (2016) Two new algorithms of cuckoo and forest optimization to solve single row facility layout problem. J AI Data Min 4(1):35–48 Maadi M, Javidnia M, Ghasemi M (2016) Two new algorithms of cuckoo and forest optimization to solve single row facility layout problem. J AI Data Min 4(1):35–48
107.
Zurück zum Zitat Toushmalani R, Esmaeili A, Parsa Z (2014) Comparison result of inversion of gravity data of a fault by particle swarm optimization and cuckoo optimization methods. Res J Pharm Biol Chem Sci 5(1):428 Toushmalani R, Esmaeili A, Parsa Z (2014) Comparison result of inversion of gravity data of a fault by particle swarm optimization and cuckoo optimization methods. Res J Pharm Biol Chem Sci 5(1):428
108.
Zurück zum Zitat Toushmalani R, Saibi H (2015) 3D inversion of gravity data using Cuckoo optimization algorithm Toushmalani R, Saibi H (2015) 3D inversion of gravity data using Cuckoo optimization algorithm
109.
Zurück zum Zitat Mousavirad SJ, Ebrahimpour-Komleh H (2015) Entropy based optimal multilevel thresholding using cuckoo optimization algorithm. In Innovations in information technology (IIT), 2015 11th international conference on IEEE, pp 302–307 Mousavirad SJ, Ebrahimpour-Komleh H (2015) Entropy based optimal multilevel thresholding using cuckoo optimization algorithm. In Innovations in information technology (IIT), 2015 11th international conference on IEEE, pp 302–307
110.
Zurück zum Zitat Kouhi SZ, Nejati F, Karimpour J (2013) Solving the graph partitioning based on cuckoo optimization algorithm (COA) Kouhi SZ, Nejati F, Karimpour J (2013) Solving the graph partitioning based on cuckoo optimization algorithm (COA)
111.
Zurück zum Zitat Saini MK, Narang D (2013) Cuckoo optimization algorithm based image enhancement Saini MK, Narang D (2013) Cuckoo optimization algorithm based image enhancement
112.
Zurück zum Zitat Anisheh SM, Asemani D (2013) Image compression using improved wavelet shrinkage and artificial neural network. In International conference on image processing and electronics engineering (ICIPEE’2013), pp 111–113 Anisheh SM, Asemani D (2013) Image compression using improved wavelet shrinkage and artificial neural network. In International conference on image processing and electronics engineering (ICIPEE’2013), pp 111–113
113.
Zurück zum Zitat Fister I, Yang XS (2015) A short discussion about “Economic optimization design of shell-and-tube heat exchangers by a cuckoo-search-algorithm”. Appl Therm Eng 76:535–537CrossRef Fister I, Yang XS (2015) A short discussion about “Economic optimization design of shell-and-tube heat exchangers by a cuckoo-search-algorithm”. Appl Therm Eng 76:535–537CrossRef
114.
Zurück zum Zitat Chen JF, Hsieh HN, Do QH (2014) Predicting student academic performance: a comparison of two meta-heuristic algorithms inspired by cuckoo birds for training neural networks. Algorithms 7(4):538–553CrossRef Chen JF, Hsieh HN, Do QH (2014) Predicting student academic performance: a comparison of two meta-heuristic algorithms inspired by cuckoo birds for training neural networks. Algorithms 7(4):538–553CrossRef
Metadaten
Titel
A comprehensive study of cuckoo-inspired algorithms
verfasst von
Mohamed Abdel-Basset
Abdel-Naser Hessin
Lila Abdel-Fatah
Publikationsdatum
15.07.2016
Verlag
Springer London
Erschienen in
Neural Computing and Applications / Ausgabe 2/2018
Print ISSN: 0941-0643
Elektronische ISSN: 1433-3058
DOI
https://doi.org/10.1007/s00521-016-2464-8

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