A novel bat algorithm with habitat selection and Doppler effect in echoes for optimization

Expert Systems with Applications

Volumn 42, Issue 17-18, 2015, Pages 6350-6364

  Meng, Xian Bing ^a   Gao, X Z ^b   Liu, Yu ^c   Zhang, Hengzhen ^a  

^a SHANGHAI MARITIME UNIVERSITY   (China)

^b AALTO UNIVERSITY   (Finland)

^c Chengdu RandD Center   (China)

Author keywords

Bat Algorithm; Doppler effect in echoes; Habitat selection; Mechanical behavior; Optimization; Quantum behavior

Indexed keywords

BIOINFORMATICS; DOPPLER EFFECT; ECOSYSTEMS; OPTIMIZATION;

ADAPTIVE COMPENSATION; BAT ALGORITHMS; BENCH-MARK PROBLEMS; COMPENSATION RATES; HABITAT SELECTION; LOCAL SEARCH STRATEGY; MECHANICAL BEHAVIOR; QUANTUM BEHAVIORS;

ALGORITHMS;

EID: 84937765412     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2015.04.026     Document Type: Article

References (59)

1. M.Z. Ali, and N.H. Awad A novel class of niche hybrid cultural algorithms for continuous engineering optimization Information Sciences 267 2014 158 190
2. J.D. Altringham Bats: Biology and behavior 1996 Oxford: Oxford University Press
3. B.-F. Bahman, and A.-A. Rasoul Optimal sizing of battery energy storage for micro-grid operation management using a new improved bat algorithm Electrical Power and Energy Systems 56 2014 42 54
4. A. Baykasoglu Design optimization with chaos embedded great deluge algorithm Applied Soft Computing 12 2012 1055 1067
5. H.S. Bernardino, H.J.C. Barbosa, and A.C.C. Lemonge A hybrid genetic algorithm for constrained optimization problems in mechanical engineering IEEE congress on evolutionary computation 2007 2007 646 653
6. I. Brajevic, M. Tuba, and M. Subotic Performance of the improved artificial bee colony algorithm on standard engineering constrained problems International Journal of Mathematics and Computers in Simulation 5 1 2011 135 143
7. H. Chickermane, and H.C. Gea Structural optimization using a new local approximation method International Journal for Numerical Methods in Engineering 39 1996 829 846
8. C.A.C. Coello, and E.M. Montes Constraint-handling in genetic algorithms through the use of dominance-based tournament selection Advanced Engineering Informatics 16 2002 193 203
9. E. Cuevas, and M. Cienfuegos A swarm optimization algorithm inspired in the behavior of the social-spider Expert Systems with Applications 41 2014 412 425
10. S. Das, and P.N. Suganthan Differential evolution: A survey of the state-of-the-art IEEE Transactions on Evolutionary Computation 15 1 2011 4 31
11. S. Dey, S. Bhattacharyya, and U. Maulik Quantum inspired genetic algorithm and particle swarm optimization using chaotic map model based interference for gray level image thresholding Swarm and Evolutionary Computation 2014 10.1016/j.swevo.2013.11.002
12. Z.Y. Du, and B. Liu Image matching using a bat algorithm with mutation Applied Mechanics and Materials 203 2012 88 93
13. H. Eskandar, A. Sadollah, A. Bahreininejad, and M. Hamdi Water cycle algorithm - A novel metaheuristic optimization method for solving constrained engineering optimization problems Computers and Structures 2012 151 166
14. A.H. Gandomi, S. Talatahari, F. Tadbiri, and A.H. Alavi Krill herd algorithm for optimum design of truss structures International Journal of Bio-Inspired Computation 5 5 2013c 281 288
15. A.H. Gandomi, and X.S. Yang Chaotic bat algorithm Journal of Computational Science 5 2014 224 232
16. A.H. Gandomi, X.S. Yang, and A.H. Alavi Mixed variable structural optimization using Firefly algorithm Computers and Structures 89 2011 2325 2336
17. A.H. Gandomi, X.S. Yang, and A.H. Alavi Cuckoo search algorithm: A metaheuristic approach to solve structural optimization problems Engineering with Computers 29 2013b 17 35
18. A.H. Gandomi, X.S. Yang, A.H. Alavi, and S. Talatahari Bat algorithm for constrained optimization tasks Neural Computing and Applications 22 2013d 1239 1255
19. A.H. Gandomi, X.S. Yang, S. Talatahari, and A.H. Alavi Metaheuristic applications in structures and infrastructures 2013a Elsevier
20. A.H. Gandomi, X.S. Yang, S. Talatahari, and S. Deb Coupled eagle strategy and differential evolution for unconstrained and constrained global optimization Computers and Mathematics with Applications 63 2012 191 200
21. M. Haupt, S. Menzler, and S.D. Schmidt Flexibility of habitat use in Eptesicus nilssonii: Does the species profit from anthropogenically altered habitats? Journal of Mammalogy 87 2006 351 361
22. X.-S. He, W.-J. Ding, and X.S. Yang Bat algorithm based on simulated annealing and Gaussian perturbations Neural Computing and Applications 25 2014 459 468
23. M. Jaberipour, and E. Khorram Two improved harmony search algorithms for solving engineering optimization problems Communications in Nonlinear Science and Numerical Simulation 15 2010 3316 3331
24. N.S. Jaddi, S. Abdullah, and A.R. Hamdan Multi-population cooperative bat algorithm-based optimization of artificial neural network model Information Sciences 294 2015 628 644
25. A.R. Jordehi Chaotic bat swarm optimisation (CBSO) Applied Soft Computing 26 2015 523 530
26. A.R. Jordehi, and J. Jasni Parameter selection in particle swarm optimization: A survey Journal of Experimental & Theoretical Artificial Intelligence 25 4 2013 527 542
27. A. Kaveh, and S. Talatahari A novel heuristic optimization method: charged system search Acta Mechanica 213 2010 267 289
28. K. Khan, and A. Sahai A comparison of BA, GA, PSO, BP and LM for training feed forward neural networks in e-learning context International Journal of Intelligent Systems and Applications 4 7 2012 23 29
29. H. Liu, Z. Cai, and Y. Wang Hybridizing particle swarm optimization with differential evolution for constrained numerical and engineering optimization Applied Soft Computing 10 2010 629 640
30. G.H. Liu, H.Y. Huang, S.M. Wang, and Z.X. Chen An improved bat algorithm with Doppler effect for stochastic optimization International Journal of Digital Content Technology and its Applications 6 21 2012 326 336
31. L.L. Li, and Y.Q. Zhou A novel complex-valued bat algorithm Neural Computing and Applications 25 2014 1369 1381
32. D. Manjarres, I. Landa-Torres, S. Gil-Lopez, J. Del Ser, M.N. Bilbao, and S. Salcedo-Sanz, et al. A survey on applications of the harmony search algorithm Engineering Applications of Artificial Intelligence 26 8 2013 1818 1831
33. V.V. de. Melo, and G.L.C. Carosio Investigating multi-view differential evolution for solving constrained engineering design problems Expert Systems with Applications 40 2013 3370 3377
34. M.E. Mezura, and O.B. Hernandez Modified bacterial foraging optimization for engineering design Proceedings of the Artificial Neural Networks in Engineering Conference. Intelligent Engineering Systems Through Artificial Neural Networks 19 2009 357 364
35. S. Mishra, K. Shaw, and D. Mishra A new meta-heuristic bat inspired classification approach for microarray data Procedia Technology 4 2012 802 806
36. P. Musikapun, and P. Pongcharoen Solving multi-stage multi-machine multi-product scheduling problem using bat algorithm Second international conference on management and artificial intelligence (IPEDR) Vol. 35 2012 Singapore: IACSIT Press 98 102
37. T. Niknam, S. Sharifinia, and R.A. Abaraghooee A new enhanced bat-inspired algorithm for finding linear supply function equilibrium of GENCOs in the competitive electricity market Energy Conversion and Management 76 2013 1015 1028
38. C.R. Pavey, J.-E. Grunwald, and G. Neuweiler Foraging habitat and echolocation behavior of Schneider's leafnosed bat, Hipposideros speoris, in a vegetation mosaic in Sri Lanka Behavioral Ecology and Sociobiology 50 2001 209 218
39. R. Reynolds, and M. Ali Embedding a social fabric component into cultural algorithms toolkit for an enhanced knowledge-driven engineering optimization International Journal of Intelligent Computing and Cybernetics 1 4 2008 563 597
40. J. Sadeghi, S.M. Mousavi, S.T.A. Niaki, and S. Sadeghi Optimizing a bi-objective inventory model of a three-echelon supply chain using a tuned hybrid bat algorithm Transportation Research Part E: Logistics and Transportation Review 70 2014 274 292
41. A. Sadollah, A. Bahreininejada, H. Eskandarb, and M. Hamdia Mine blast algorithm: A new population based algorithm for solving constrained engineering optimization problems Applied Soft Computing 13 2013 2592 2612
42. D.K. Sambariya, and R. Prasad Robust tuning of power system stabilizer for small signal stability enhancement using metaheuristic bat algorithm International Journal of Electrical Power & Energy Systems 61 2014 229 238
43. H.-U. Schnitzler, and E.K.V. Kalko Echolocation by insect eating bats Bioscience 51 2001 557 569
44. J. Sun, W. Fang, X.J. Wu, V. Palade, and W.B. Xu Quantum-behaved particle swarm optimization: Analysis of individual particle behavior and parameter selection Evolutionary Computation 20 3 2012 349 393
45. Tan, Y., Li, J. Z., & Zheng, Z. Y. (2014). ICSI 2014 competition on single objective optimization (ICSI-2014-BS).
46. Q.L. Wang, X.Z. Gao, and C.H. Wang An adaptive bacterial foraging algorithm for constrained optimization International Journal of Innovative Computing, Information and Control 6 4 2010 1 10
47. G.G. Wang, and L.H. Guo A novel hybrid bat algorithm with harmony search for global numerical optimization Journal of Applied Mathematics 2013 2013
48. T. Wermundsen, and Y. Siivonen Foraging habitats of bats in southern Finland Acta Theriologica 53 3 2008 229 240
49. J. Xie, Y.Q. Zhou, and H. Chen A novel bat algorithm based on differential operator and Lévy flights trajectory Computational Intelligence and Neuroscience 2013 1 13
50. X.S. Yang Engineering optimization: An introduction with metaheuristic applications 2010a John Wiley & Sons
51. X.S. Yang A new metaheuristic bat-inspired algorithm Nature inspired cooperative strategies for optimization (NICSO 2010) Studies in computational intelligence Vol. 284 2010 Berlin: Springer Verlag 65 74
52. X.S. Yang Flower pollination algorithm for global optimization. In J. Durand-Lose, N. Jonoska (Eds.), Unconventional computation and natural computation Lecture notes in computer science Vol. 7445 2012 Springer Berlin, Germany 240 249
53. X.S. Yang Bat algorithm: Literature review and applications International Journal of Bio-Inspired Computation 5 3 2013 141 149
54. X.S. Yang Nature-inspired optimization algorithm 2014 Elsevier
55. X.S. Yang, Z.H. Cui, R.B. Xiao, A.H. Gandomi, and M. Karamanoglu Swarm intelligence and bio-inspired computation: Theory and applications 2013 Elsevier
56. X.S. Yang, and A.H. Gandomi Bat algorithm: A novel approach for global engineering optimization Engineering Computations 29 5 2012 464 483
57. S. Yilmaz, and E.U. Kucuksille A new modification approach on bat algorithm for solving optimization problems Applied Soft Computing 28 2015 259 275
58. H.D. Young, R.A. Freedman, and A.L. Ford University physics with modern physics 13th ed. 2011 Addison Wesley
59. E. Zahara, and Y.T. Kao Hybrid Nelder-Mead simplex search and particle swarm optimization for constrained engineering design problems Expert Systems with Applications 36 2009 3880 3886