Research Process of Biogeography-Based Optimization
Abstract: Biogeography-based optimization algorithm is an optimization method based on migration, distribution and extinction law of species biogeography. First, biogeography-based optimization algorithm is described. Second, research process of biogeography-based optimization algorithm are discussed in detail from three different facts which are theory research, improvement strategy and application areas. At last, further development trend and research direction of biogeography-based optimization algorithm are discussed.
文章引用: 冯思玲 , 朱清新 (2014) 生物地理学优化算法研究进展。 运筹与模糊学， 4， 25-34. doi: 10.12677/ORF.2014.42004
 Simon, D. (2008) Biogeography-based optimization. IEEE Transactions on Evolutionary Computation, 12, 702-713.
 Simon, D., Ergezer, M., Du, D., et al. (2011) Markov models for biogeography-based optimization. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 41, 299-306.
Simon, D., Ergezer, M. and Du, D. (2009) Markov analysis of biogeography-based optimization.
 Simon, D., Ergezer, M. and Du, D. (2009) Markov models for biogeography-based optimization and genetic algorithms with global uniform recombination. http://academic.csuohio.edu/simond/bbo/markov/MarkovJournal.pdf
 Simon, D., Rarick, R., Ergezer, M., et al. (2011) Analytical and numerical comparisons of biogeography-based optimization and genetic algorithms. Information Sciences, 181, 1224-1248.
 Simon, D. (2011) A probabilistic analysis of a simplified biogeography-based optimization algorithm. Evolutionary Computation, 19, 167-188.
 Ma, H. and Simon, D. (2011) Analysis of migration models of biogeography-based optimization using Markov theory. Engineering Applications of Artificial Intelligence, 24, 1052-1060.
 Simon, D. (2011) A dynamic system model of biogeography-based optimization. Applied Soft Computing, 11, 56525661.
 Ma, H. and Simon, D. (2011) Blended biogeography-based optimization for constrained optimization. Engineering Applications of Artificial Intelligence, 24, 517-525.
 Li, X., Wang, J., Zhou, J., et al. (2011) A perturb biogeography based optimization with mutation for global numerical optimization. Applied Mathematics and Computation, 218, 598-609.
 Ergezer, M., Simon, D. and Du, D. (2009) Oppositional biogeography-based optimization. 2009 IEEE International Conference on Systems, Man and Cybernetics (SMC 2009), 1009-1014.
 Tan, L. and Guo, L. (2009) Quantum and biogeography based optimization for a class of combinatorial optimization. Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, ACM, Shanghai, 969-972.
 Du, D., Simon, D. and Ergezer, M. (2009) Biogeography-based optimization combined with evolutionary strategy and immigration refusal. 2009 IEEE International Conference on Systems, Man and Cybernetics (SMC 2009), 997-1002.
 Gong, W., Cai, Z. and Charles, X.L. (2010) DE/BBO: A hybrid differential evolution with biogeography-based optimization for global numerical optimization. Soft Computing, 15, 645-665.
 Gong, W., Cai, Z. and Charles, X.L. (2009) A real-coded biogeography-based optimization with neighborhood search operator. http://academic.csuohio.edu/simond/
 Ma, H., Ruan, X.Y. and Pan, Z.X. (2012) Handling multiple objectives with biogeography-based optimization. International Journal of Automation and Computing, 9, 30-36.
 Mo, H. and Xu, Z. (2011) Research of biogeography-based multi-objective evolutionary algorithm. Journal of Information Technology Research (JITR), 4, 70-80.
 Bhattacharya, A. and Chattopadhyay, P.K. (2010) Solving complex economic load dispatch problems using biogeography-based optimization. Expert Systems with Applications, 37, 3605-3615.
 Bhattacharya, A. and Chattopadhyay, P.K. (2010) Biogeography-based optimization for different economic load dispatch problems. IEEE Transactions on Power Systems, 25, 1064-1077.
 Bhattacharya, A. and Chattopadhyay, P.K. (2010) Hybrid differential evolution with biogeography-based optimization for solution of economic load dispatch. IEEE Transactions on Power Systems, 25, 1955-1964.
 Bhattacharya, A. and Chattopadhyay, P.K. (2010) Solution of economic power dispatch problems using oppositional biogeography-based optimization. Electric Power Components and Systems, 38, 1139-1160.
 Bhattacharya, A. and Chattopadhyay, P.K. (2010) Oppositional biogeography-based optimization for multi-objective economic emission load dispatch. 2010 Annual IEEE India Conference (INDICON), Kolkata, 17-19 December 2010, 1-6.
 Roy, P.K., Ghoshal, S.P. and Thakur, S.S. (2009) Biogeography-based optimization for economic load dispatch problems. Electric Power Components and Systems, 38, 166-181.
 de Athayde Costa e Silva, M. and dos Santos Coelho, L. (2010) Biogeography-based optimization combined with predator-prey approach applied to economic load dispatch. 2010 Eleventh Brazilian Symposium on Neural Networks (SBRN), Sao Paulo, 23-28 October 2010, 164-169.
 Rarick, R., Simon, D., Villaseca, F.E. and Vyakaranam, B. (2009) Biogeography-based optimization and the solution of the power flow problem. 2009 IEEE International Conference on Systems, Man and Cybernetics (SMC 2009), San Antonio, 11-14 October 2009, 1003-1008.
 Roy, P.K., Ghoshal, S.P. and Thakur, S.S. (2010) Biogeography based optimization for multi-constraint optimal power flow with emission and non-smooth cost function. Expert Systems with Applications, 37, 8221-8228.
 Roy, P.K., Ghoshal, S.P. and Thakur, S.S. (2010) Multi-objective optimal power flow using biogeography-based optimization. Electric Power Components and Systems, 38, 1406-1426.
 Panchal, V.K., Singh, P., Kaur, N., et al. (2009) Biogeography based satellite image classification. International Journal of Computer Science and Information Security (IJCSIS), 6, 269-274.
 Johal, N.K., Singh, S. and Kundra, H. (2010) A hybrid FPAB/BBO algorithm for satellite image classification. International Journal of Computer Applications (0975-8887), 6, 31-36.
 Gupta, S., Bhardwaj, D. and Sandu, P.S. (2011) Color quantization in document images using biogeography based Optimization. 2011 International Conference on Software and Computer Application IPCSIT, Singapore, 9, 72-78.
 Gupta, S., Bhuchar, K. and Sandhu, P.S. (2011) Implementing color image segmentation using biogeography based optimization. 2011 International Conference on Software and Computer Application IPCSIT, Singapore, 9, 79-86.
 Wang, L. and Xu, Y. (2011) An effective hybrid biogeography-based optimization algorithm for parameter estimation of chaotic systems. Expert Systems with Applications, 38, 15103-15109.
 Ovreiu, M. and Simon, D. (2010) Biogeography-based optimization of neuro-fuzzy system parameters for diagnosis of cardiac disease. Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation, ACM, Portland, 7-11 July 2010, 1235-1242.
 Yin, M. and Li, X. (2011) A hybrid bio-geography based optimization for permutation flow shop scheduling. Scientific Research and Essays, 6, 2078-2100.
 Kundra, H., Kaur, A. and Panchal, V.K. (2009) An integrated approach to biogeography based optimization with case based reasoning for retrieving groundwater possibility. Map Asia 2009, Singapore, 1-8.
 Panchal, V.K., Kundra, H. and Kaur, A. (2010) Biogeography Based Groundwater Exploration. International Journal of Computer Applications, 1, 87-91.
 Mo, H.W. and Xu, L.F. (2011) Biogeography migration algorithm for traveling salesman problem. International Journal of Intelligent Computing and Cybernetics, 4, 311-330.
 Song, Y., Liu, M. and Wang, Z. (2010) Biogeography-based optimization for the traveling salesman problems. 2010 3rd International Joint Conference on Computational Science and Optimization (CSO), 1, 295-299.
 Lohokare, M.R., Pattnaik, S.S., Devi, S., Panigrahi, B.K., Das, S. and Jadhav, D.G. (2010) Discrete variables function optimization using accelerated biogeography-based optimization. Swarm, Evolutionary, and Memetic Computing (SEMCCO 2010), Chennai, 16-18 December 2010, 322-329.
 Boussaid, I., Chatterjee, A., Siarry, P. and Ahmed-Nacer, M. (2011) Hybridizing biogeography-based optimization with differential evolution for optimal power allocation in wireless sensor networks. IEEE Transactions on Vehicular Technology, 60, 2347-2353.
 Singh, U., Kumar, H. and Kamal, T.S. (2010) Linear array synthesis using biogeography based optimization. Progress in Electromagnetics Research M, 11, 25-36.
 Thomas, G., Lozovyy, P. and Simon, D. (2011) Fuzzy robot controller tuning with biogeography-based optimization. Modern Approaches in Applied Intelligence-24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2011), Syracuse, 28 June-1 July 2011, 319-327.
 Kumar, S., Bhalla, P. and Singh, A. (2009) Fuzzy rule base generation from numerical data using biogeography-based optimization. Institution of Engineers Journal of Electronics and Telecomm Engineering, 90, 8-13.
 张建科 (2011) 生物地理学优化算法研究. 计算机工程与设计, 7, 2497-2500.
 王存睿, 王楠楠, 段晓东, 等 (2010) 生物地理学优化算法综述. 计算机科学, 7, 34-38.