References
- Zadeh , L. A. 1998 . Role of soft computing and fuzzy logic in the conception, design and development of information/intelligent systems . Lecture Notes in Computer Science , 695 : 1 – 9 .
- Hornik , K. , Stinchcombe , M. and White , H. 1989 . Multilayer feedforward networks are universal approximators . Neural Networks , 2 ( 5 ) : 359 – 366 .
- Dote , Y. and Ovaska , S. J. 2001 . Industrial applications of soft computing: a review . Proc. IEEE , 89 ( 9 ) : 1243 – 1265 .
- J. S. R. Jang , C. T. Sun and E. Mizutani , Neuro-fuzzy and soft computing: A computational approach to learning and machine intelligence , Eaglewood cliffs , NJ : Prentice-Hall , 1997 .
- Yun , Z. , Quan , Z. , Caixin , S. , Shaolan , L. , Yuming , L. and Yang , S. 2008 . RBF neural network and ANFIS-based short-term load forecasting approach in real-time price environment . IEEE Trans Power Syst. , 23 ( 3 ) : 853 – 858 .
- Back , T. and Schwefel , H. P. 1993 . An overview of evolutionary algorithms for parameter optimization . Evol. Comput. , 1 ( 1 ) : 1 – 23 .
- D. B. Fogel , Evolutionary Computation: Toward a New Philosophy of Machine Intelligence , IEEE Press , Piscataway , NJ 1995 .
- M. Sh. Aliyari , M. Teshnehlab and A. K. Sedigh , A novel hybrid learning algorithm for tuning ANFIS parameters using adaptive weighted PSO , IEEE International Conference on Fuzzy Systems , Imperial College , London , 2007 .
- Chatterjee , A. and Watanabe , K. 2006 . An optimized Takagi– Sugeno type neuro-fuzzy system for modeling robot manipulators . Neural Comput. Appl. , 15 ( 1 ) : 55 – 61 .
- Chen , Y. , Yang , B. , Abraham , A. and Peng , L. 2007 . Automatic design of hierarchical Takagi–Sugeno type fuzzy systems using evolutionary algorithms . IEEE Trans. Fuzzy Systems , 15 ( 3 ) : 385 – 395 .
- Ho , W. H. , Tsai , J. T. , Lin , B. T. and Chou , J. H. 2009 . Adaptive network-based fuzzy inference system for prediction of surface roughness in end milling process using hybrid Taguchi-genetic learning algorithm . Expert Systems with Applications , 36 : 3216 – 3222 .
- Shoorehdeli , M. A. , Teshnehlab , M. and Sedigh , A. K. 2009 . Training ANFIS as an identifıer with intelligent hybrid stable learning algorithm based on particle swarm optimization and extended Kalman fılter . Fuzzy Sets and Systems , 160 : 922 – 948 .
- Oliveira , M. V. and Schirru , R. 2009 . Applying particle swarm optimization algorithm for tuning a neuro-fuzzy inference system for sensor monitoring . Progress in Nuclear Energy , 51 : 177 – 183 .
- Pousinho , H. M. I. , Mendes , V. M. F. and Catalao , J. P. S. 2011 . A hybrid PSO–ANFIS approach for short-term wind power prediction in Portugal . Energy Conversion and Management , 52 : 397 – 402 .
- E. Atashpaz-Gargari and C. Lucas , Imperialist Competitive Algorithm: An algorithm for optimization inspired by imperialistic competition , IEEE Congress on Evolutionary Computation 2007 4661 – 4667 .
- Lucas , C. , Nasiri-Gheidari , Z. and Tootoonchian , F. 2010 . Application of an imperialist competitive algorithm to the design of a linear induction motor . Energy Conversion Manage. , 51 ( 7 ) : 1407 – 1411 .
- Niknam , T. , Taherian Fard , E. , Pourjafarian , N. and Rousta , A. 2011 . An effıcient hybrid algorithm based on modifıed imperialist competitive algorithm and K-means for data clustering . Eng. Appl. Artif. Intell. , 24 ( 2 ) : 306 – 317 .
- Nazari-Shirkouhi , S. , Eivazy , H. , Ghodsi , R. , Rezaie , K. and Atashpaz-Gargari , E. 2010 . Solving the integrated product mix- outsourcing problem using the imperialist competitive algorithm . Expert Systems with Applications , 37 ( 12 ) : 7615 – 7626 .
- Behnamian , J. and Zandieh , M. 2011 . A discrete colonial competitive algorithm for hybrid flowshop scheduling to minimize earliness and quadratic tardiness penalties . Expert Systems with Applications , 38 : 14490 – 14498 .
- Sadigh , A. N. , Mozafari , M. and Karimi , B. 2012 . Manufacturer– retailer supply chain coordination: A bi-level programming approach . Advances in Engineering Software , 45 : 144 – 152 .
- Karami , A. , Rezaei , E. , Shahhosseni , M. and Aghakhani , M. 2012 . Optimization of heat transfer in an air cooler equipped with classic twisted tape inserts using imperialist competitive algorithm . Experimental Thermal and Fluid Science , 38 : 195 – 20 .
- Jang , J. S. R. 1993 . ANFIS: adaptive-network-based fuzzy inference system . IEEE Trans Syst. Man. Cyber. , 23 ( 3 ) : 665 – 85 .
- Takagi , T. and Sugeno , M. 1985 . Fuzzy identifıcation of systems and its applications to modeling and control . IEEE Trans Syst. Man. Cyb. , 15 : 116 – 32 .
- Jang , J. S. R. and Sun , C. T. 1995 . Nuro-fuzzy modeling and control . Proc. IEEE , 83 ( 3 ) : 378 – 406 .
- D. Nauck , F. Klawonn and R. Kruse , Foundation of neuro–fuzzy systems , New York Wiley 1997 .
- Lian , K. , Zhang , C. , Gao , L. and Li , X. 2011 . Integrated process planning and scheduling using an imperialist competitive algorithm . International Journal of Production Research , 50 ( 15 ) : 4326 – 4343 .
- Yousefı , M. , Darus , A.N. and Mohammadi , H. 2012 . An imperialist competitive algorithm for optimal design of plate-fın heat exchangers . International Journal of Heat and Mass Transfer , 55 : 3178 – 3185 .
- Kaveh , A. and Talatahari , S. 2010 . Optimum design of skeletal structures using imperialist competitive algorithm . Computers and Structures , 88 : 1220 – 1229 .
- Jolai , F. , Sangari , M. and Babaie , M. 2010 . Pareto simulated annealing and colonial competitive algorithm to solve an offline scheduling problem with rejection . J Eng Manuf , 224 ( 7 ) : 1119 – 1131 .
- Nicknam , A. and Hosseini , M. H. 2012 . Structural damage localization and evaluation based on modal data via a new evolutionary algorithm . Arch Appl Mech , 82 : 191 – 203 .
- Shokrollahpour , E. , Zandieh , M. and Dorri , B. 2011 . A novel imperialist competitive algorithm for bi-criteria scheduling of the assembly flowshop problem . International Journal of Production Research , 49 ( 11 ) : 3087 – 3103 .
- Bagher , M. , Zandieh , M. and Farsijani , H. 2011 . Balancing of stochastic U-type assembly lines: an imperialist competitive algorithm . Int J Adv Manuf Technol , 54 : 271 – 285 .
- Forouharfard , S. and Zandieh , M. 2010 . An imperialist competitive algorithm to schedule of receiving and shipping trucks in cross-docking systems . Int J Adv Manuf Technol , 51 : 1179 – 1193 .