Yanhong Feng, Gai-Ge Wang*, Xiao-Zhi Gao. A novel hybrid cuckoo search algorithm with global harmony search for 0-1 Knapsack problems. International Journal of Computational Intelligence Systems, 2016, doi: ****
Rizk M. Rizk-Allah, Ragab A. El-Sehiemy, Suash Deb, Gai-Ge Wang*. A novel fruit fly framework for multi-objective shape design of tubular linear synchronous motor. Journal of Supercomputing, 2016, in press, doi: ****
Gai-Ge Wang, Suash Deb, Xinchao Zhao, Zhihua Cui. A new monarch butterfly optimization with an improved crossover operator. Operational Research: An International Journal, 2016, in press, doi: 10.1007/s12351-016-0251-z
De-Xuan Zou, Suash Deb, Gai-Ge Wang*. Solving IIR system identification by a variant of particle swarm optimization. Neural Computing and Applications, 2016, doi:10.1007/s00521-016-2338-0
Dexuan Zou, Gai-Ge Wang, Gai Pan, Hongwei Qi. A modified simulated annealing algorithm and an excessive area model for the floorplanning with fixed-outline constraints. Frontiers of Information Technology & Electronic Engineering, 2016, in press. doi: 10.1631/FITEE.1500386. Website: http://www.zju.edu.cn/jzus/iparticle.php?doi=10.1631/FITEE.1500386
Yanhong Feng, Gai-Ge Wang*, Suash Deb, Mei Lu, Xiang-Jun Zhao. Solving 0-1 knapsack problem by a novel binary monarch butterfly optimization. Neural Computing and Applications, 2015, doi: 10.1007/s00521-015-2135-1
Gai-Ge Wang, Suash Deb, Zhihua Cui. Monarch butterfly optimization. Neural Computing and Applications, 2015, doi:10.1007/s00521-015-1923-yMATLAB code
Gai-Ge Wang, Amir H. Gandomi, Xin-She Yang, Amir H. Alavi. A new hybrid method based on krill herd and cuckoo search for global optimization tasks. International Journal of Bio-Inspired Computation. 2015, in press. website: http://www.inderscience.com/info/ingeneral/forthcoming.php?jcode=ijbic
Gai-Ge Wang, Suash Deb, Amir H. Gandomi, Zhaojun Zhang, Amir H. Alavi. Chaotic cuckoo search. Soft Computing, 2016, 20(9): 3349–3362. doi:10.1007/s00500-015-1726-1
Gai-Ge Wang, Amir H. Gandomi, Amir H. Alavi, Suash Deb. A hybrid method based on krill herd and quantum-behaved particle swarm optimization. Neural Computing and Applications, 2016, 27(4): 989-1006. doi: 10.1007/s00521-015-1914-z
Gai-Ge Wang, Amir H. Gandomi, Amir H. Alavi, Suash Deb. A multi-stage krill herd algorithm for global numerical optimization. International Journal on Artificial Intelligence Tools, 2016, 25(2): 1550030. doi: 10.1142/S021821301550030X
Gai-Ge Wang, Suash Deb, Amir H. Gandomi, Amir H. Alavi. Opposition-based krill herd algorithm with Cauchy mutation and position clamping. Neurocomputing, 2016, 177: 147-157. doi: 10.1016/j.neucom.2015.11.018
Gai-Ge Wang, Amir H. Gandomi, Xiangjun Zhao, HaiCheng Eric Chu. Hybridizing harmony search algorithm with cuckoo search for global numerical optimization. Soft Computing, 2016, 20(1): 273-285. doi: 10.1007/s00500-014-1502-7
Gai-Ge Wang, HaiCheng Eric Chu, Seyedali Mirjalili. Three-dimensional path planning for UCAV using an improved bat algorithm. Aerospace Science and Technology, 2016, 49: 231-238. doi: 10.1016/j.ast.2015.11.040
Jiao-Hong Yi, Jian Wang, Gai-Ge Wang. Improved probabilistic neural networks with self-adaptive strategies for transformer fault diagnosis problem. Advances in Mechanical Engineering, 2016, 8(1): 1-13. doi: 10.1177/1687814015624832
2015 (3 papers in total, SCI: 1, EI: 2)
Hai-Cheng Chu, Gai-Ge Wang, Jong Hyuk Park. The digital fingerprinting analysis concerning google calendar under ubiquitous mobile computing era. Symmetry, 2015, 7(2): 383-394. doi: 10.3390/sym7020383
Zhi-Yong Li, Jiao-Hong Yi, Gai-Ge Wang*. A New Swarm Intelligence Approach for Clustering Based on Krill Herd with Elitism Strategy. Algorithms, 2015, 8(4): 951-964. doi: 10.3390/a8040951
Hai-Cheng Chu, Ching-Hsien Hsu, Ming-Hao Yin, Gai-Ge Wang*. The digital traces uncovering of generic Gmail/Facebook Instant messaging sessions via the IE browser as probative evidences. Journal of Computers, 26 (2): 2-10. (pdf)
2014 (12 papers in total, SCI: 12, EI: 0)
Gai-Ge Wang, Lihong Guo, Amir H. Gandomi, Guo-Sheng Hao, Heqi Wang. Chaotic krill herd algorithm. Information Sciences, 2014, 274: 17-34. doi: 10.1016/j.ins.2014.02.123(Top 1% Highly Cited Paper by Web of Science and Scopus)
Gai-Ge Wang, Amir H. Gandomi, Amir H. Alavi. An effective krill herd algorithm with migration operator in biogeography-based optimization. Applied Mathematical Modelling, 2014, 38(9-10): 2454-2462. doi: 10.1016/j.apm.2013.10.052(Top 1% Highly Cited Paper by Scopus)
Gai-Ge Wang, Amir H. Gandomi, Amir H. Alavi. Stud krill herd algorithm. Neurocomputing, 2014, 128: 363-370. doi:10.1016/j.neucom.2013.08.031(Top 1% Highly Cited Paper by Web of Science and Scopus)
Lihong Guo, Gai-Ge Wang, Amir H. Gandomi, Amir H. Alavi. A new improved krill herd algorithm for global numerical optimization. Neurocomputing, 2014, 138: 392-402. doi:10.1016/j.neucom.2014.01.023(Top 1% Highly Cited Paper by Scopus)
Gai-Ge Wang, Lihong Guo, Heqi Wang, Hong Duan, Luo Liu, Jiang Li. Incorporating mutation scheme into krill herd algorithm for global numerical optimization. Neural Computing and Applications, 2014, 24(3-4): 853-871. doi:10.1007/s00521-012-1304-8(Top 1% Highly Cited Paper by Scopus)
Gai-Ge Wang, Amir H. Gandomi, Guo-Sheng Hao. Hybrid krill herd algorithm with differential evolution for global numerical optimization. Neural Computing and Applications, 2014, 25(2): 297-308. doi: 10.1007/s00521-013-1485-9(Top 1% Highly Cited Paper by Scopus)
Gai-Ge Wang, Amir H. Gandomi, Xin-She Yang, Amir H. Alavi. A novel improved accelerated algorithm for global numerical optimization. Engineering Computations, 2014, 31(7): 1198-1220. doi:10.1108/EC-10-2012-0232
Yan-Hong Feng, Gai-Ge Wang, Qingjiang Feng, Xiang-Jun Zhao. An effective hybrid cuckoo search algorithm with improved shuffled frog leaping algorithm for 0-1 knapsack problems. Computational Intelligence and Neuroscience, Vol. 2014, Article ID 857254, 17 pages, 2014. doi: 10.1155/2014/857254
Gai-Ge Wang, Lihong Guo, Hong Duan, Heqi Wang. A new improved firefly algorithm for global numerical optimization. Journal of Computational and Theoretical Nanoscience, 2014, 11(2): 477-485. doi: 10.1166/jctn.2014.3383
Zhaojun Zhang, Gai-Ge Wang, Kuansheng Zou, Jianhua Zhang. A solution quality assessment method for swarm intelligence optimization algorithms. The Scientific World Journal, Vol. 2014, Article ID 183809, 9 pages, 2014. doi: 10.1155/2014/183809.
Alireza M. Bayazidi, Gai-Ge Wang, Hamed Bolandi, Amir H. Alavi, Amir H. Gandomi. Multi-gene genetic programming for estimation of elastic modulus of concrete.Mathematical Problems in Engineering, Vol. 2014, Article ID 474289, 10 pages, 2014. doi: 10.1155/2014/474289
Seyedali Mirjalili, Gai-Ge Wang, and Leandro Coelho. Binary Optimization Using Hybrid Particle Swarm Optimization and Gravitational Search Algorithm. Neural Computing and Applications, 25(6): 1423-1435, 2014. doi: 10.1007/s00521-014-1629-6
2013 (9 papers in total, SCI: 8, EI: 1)
Gai-Ge Wang, Lihong Guo, Hong Duan, Heqi Wang, Luo Liu. Target threat assessment using glowworm swarm optimization and BP neural network. Journal of Jilin University (Engineering and Technology Edition), 2013, 43(4): 1064-1069. doi:10.7964/jdxbgxb201304035
Gai-Ge Wang, Lihong Guo, Hong Duan, Heqi Wang, Luo Liu, Mingzhen Shao. Hybridizing harmony search with biogeography based optimization for global numerical optimization. Journal of Computational and Theoretical Nanoscience, 2013, 10(10): 2312-2322. doi:10.1166/jctn.2013.3207
Gai-Ge Wang, Lihong Guo. A novel hybrid bat algorithm with harmony search for global numerical optimization. Journal of Applied Mathematics, Vol. 2013, Article ID 696491, 21 pages, 2013. doi: 10.1155/2013/696491(Top 1% Highly Cited Paper by Scopus)
Gai-Ge Wang, Lihong Guo, Amir H. Gandomi, Lihua Cao, Amir Hossein Alavi, Hong Duan, Jiang Li. Lévy-flight krill herd algorithm. Mathematical Problems in Engineering, Vol. 2013, Article ID 682073, 14 pages, 2013. doi: 10.1155/2013/682073
Gai-Ge Wang, Amir H. Gandomi, Amir H. Alavi. A chaotic particle-swarm krill herd algorithm for global numerical optimization. Kybernetes, 2013, 42(6): 962-978. doi:10.1108/K-11-2012-0108
Gai-Ge Wang, Lihong Guo, Hong Duan. Wavelet Neural Network Using Multiple Wavelet Functions in Target Threat Assessment. The Scientific World Journal, Vol. 2013, Article ID 632437, 7 pages, 2013. doi: 10.1155/2013/632437
Gai-Ge Wang, Lihong Guo, Amir H. Gandomi, Amir H. Alavi, Hong Duan. Simulated annealing-based krill herd algorithm for global optimization. Abstract and Applied Analysis, Vol. 2013, Article ID 213853, 11 pages, 2013. doi: 10.1155/2013/213853
Xiaobin Li, Jiansheng Qian, Gai-Ge Wang. Fault prognostic based on hybrid method of state judgment and regression. Advances in Mechanical Engineering, vol. 2013, Article ID 149562, 10 pages, 2013. doi: 10.1155/2013/149562
Lihong Guo, Gai-Ge Wang, Heqi Wang, Dinan Wang. An effective hybrid firefly algorithm with harmony search for global numerical optimization. The Scientific World Journal, Vol. 2013, Article ID 125625, 9 pages, 2013. doi: 10.1155/2013/125625
2012 (9 papers in total, SCI: 3, EI: 4)
Gai-Ge Wang, Lihong Guo, Hong Duan, Heqi Wang, Luo Liu, Mingzhen Shao. Path planning for uninhabited combat aerial vehicle using hybrid meta-heuristic DE/BBO algorithm. Advanced Science, Engineering and Medicine, 2012, 4(6): 550-564. doi: 10.1166/asem.2012.1223
Gai-Ge Wang, Lihong Guo, Hong Duan, Luo Liu, Heqi Wang. Dynamic deployment of wireless sensor networks by biogeography based optimization algorithm. Journal of Sensor and Actuator Networks, 2012, 1(2): 86-96. doi: 10.3390/jsan1020086
Gai-Ge Wang, Lihong Guo, Hong Duan, Luo Liu, Heqi Wang. A modified firefly algorithm for UCAV path planning. International Journal of Hybrid Information Technology, 2012, 5(3): 123-144.(PDF)
Jia-Wei Zhang, Gai-Ge Wang. Image Matching Using a Bat Algorithm with Mutation. Applied Mechanics and Materials, 2013, 203: 88-93. doi: 10.4028/www.scientific.net/AMM.203.88(Top 1% Highly Cited Paper by Scopus)
Gai-Ge Wang, Lihong Guo, Hong Duan, Luo Liu, Heqi Wang, Jianbo Wang. A hybrid meta-heuristic DE/CS algorithm for UCAV path planning. Journal of Information and Computational Science 5 (16), 4811-4818.
Gai-Ge Wang, Lihong Guo, Hong Duan, Heqi Wang, Luo Liu, Mingzhen Shao. A hybrid meta-heuristic DE/CS algorithm for UCAV three-dimension path planning. The Scientific World Journal Vol. 2012, Article ID 583973, 11 pages, 2012. doi: 10.1100/2012/583973.
Hong Duan, Wei Zhao, Gai-Ge Wang, Xuehua Feng. Test-sheet composition using analytic hierarchy process and hybrid metaheuristic algorithm TS/BBO. Mathematical Problems in Engineering, Vol. 2012, Article ID 712752, 22 pages, 2012. doi: 10.1155/2012/712752.
Gai-Ge Wang, Lihong Guo, Hong Duan, Luo Liu, Heqi Wang. A Bat Algorithm with Mutation for UCAV Path Planning. The Scientific World Journal, Article ID 418946, 15 pages, 2012. doi: 10.1100/2012/418946.
Gai-Ge Wang, Lihong Guo, Hong Duan, Luo Liu, Heqi Wang. The model and algorithm for the target threat assessment based on Elman_AdaBoost strong predictor. Acta Electronica Sinica, 2012, 40(5): 901-906. doi: 10.3969/j.issn.0372-2112.2012.05.007 (Top Journal in China) (“Top Articles from Outstanding S&T Journals of China - F5000 Frontrunner”, http://f5000.istic.ac.cn/f5000/paper?code=R006201205007)
Gai-Ge Wang, Amir H. Gandomi, Amir H. Alavi, and Yong-Quan Dong. A hybrid meta-heuristic method based on firefly algorithm and krill herd. Samui P (ed), Handbook of Research on Advanced Computational Techniques for Simulation-Based Engineering. IGI, Hershey, PA, USA, 2016, pp 521-540. doi: 10.4018/978-1-4666-9479-8.ch019
Gai-Ge Wang, Suash Deb and Sabu M. Thampi. A discrete krill herd method with multilayer coding strategy for flexible job-shop scheduling problem. In: Berretti, S, Thampi, S M and Srivastava, P R (Eds.), Advances in Intelligent Systems and Computing, Vol 384. Springer International Publishing, 2015, pp 201-215. doi: 10.1007/978-3-319-23036-8_18
Gai-Ge Wang, Amir H. Gandomi, Amir H. Alavi. Study of Lagrangian and evolutionary parameters in krill herd algorithm. In: Fister I, Fister Jr I (eds) Adaptation and Hybridization in Computational Intelligence, Vol 18. Adaptation, Learning, and Optimization. Springer International Publishing, 2015, pp 111-128. doi:10.1007/978-3-319-14400-9_5
Guo-Sheng Hao, Chang-Shuai Chen, Gai-Ge Wang, Yong-Qing Huang, De-Xuan Zhou, Zhao-Jun Zhang. Efficiency and Effectiveness Metrics in Evolutionary Algorithms and Their Application. In: Huang D-S, Jo K-H, Hussain A (eds) Intelligent Computing Theories and Methodologies, vol 9226. Lecture Notes in Computer Science. Springer International Publishing, 2015, pp 1-12. doi: 10.1007/978-3-319-22186-1_1
Conferences (11 papers in total, SCI: 1, EI: 10)
Gai-Ge Wang, Mei Lu, Xiang-Jun Zhao. An improved bat algorithm with variable neighborhood search for global optimization. In: 2016 IEEE Congress on Evolutionary Computation (CEC 2016), Vancouver, Canada, July 25-29, 2016. IEEE, pp ****. doi:
Gai-Ge Wang, Guo-Sheng Hao, Shi Cheng, Quande Qin. A discrete monarch butterfly optimization for Chinese TSP problem. In: The Seventh International Conference on Swarm Intelligence (ICSI 2016), Bali, Indonesia, June 25-30, 2016
Gai-Ge Wang, Suash Deb, Leandro dos Santos Coelho. Elephant Herding Optimization. In: 2015 3rd International Symposium on Computational and Business Intelligence (ISCBI 2015), Bali, Indonesia, December 7-8, 2015. IEEE, pp 1-5. doi: 10.1109/ISCBI.2015.8MATLAB code
Gai-Ge Wang, Suash Deb, Amir H. Gandomi, Amir H. Alavi. A hybrid PBIL-based krill herd algorithm. In: 2015 3rd International Symposium on Computational and Business Intelligence (ISCBI 2015), Bali, Indonesia, December 7-8, 2015. IEEE, pp 39-44. doi: 10.1109/ISCBI.2015.14
De-Xuan Zou, Guo-Sheng Hao, Gai Pan, Gai-Ge Wang. An improved simulated annealing algorithm and area model for fixed-outline floorplanning with hard modules. In: 2015 3rd International Symposium on Computational and Business Intelligence (ISCBI 2015), Bali, Indonesia, December 7-8, 2015. IEEE, pp 21-25. doi: 10.1109/ISCBI.2015.11
Gai-Ge Wang, Xinchao Zhao, Suash Deb. A Novel Monarch Butterfly Optimization with Greedy Strategy and Self-adaptive Crossover Operator. In: the 2015 2nd Intl. Conference on Soft Computing & Machine Intelligence (ISCMI 2015), Hong Kong, November 23-24, 2015. IEEE, pp 45-50. doi: 10.1109/ISCMI.2015.19 MATALB code
Yanhong Feng, Gai-Ge Wang. An Improved Hybrid Encoding Firefly Algorithm for Randomized Time-varying Knapsack Problems. In: the 2015 2nd Intl. Conference on Soft Computing & Machine Intelligence (ISCMI 2015), Hong Kong, November 23-24, 2015. IEEE, pp 9-14
De-Xuan Zou, Suash Deb, Gai-Ge Wang. IIR system identification using an improved particle swarm optimization algorithm. In: the 2015 2nd Intl. Conference on Soft Computing & Machine Intelligence (ISCMI 2015), Hong Kong, November 23-24, 2015. IEEE, pp 1-8
Gai-Ge Wang, Bao Chang, Zhaojun Zhang. A multi-swarm bat algorithm for global optimization. In: 2015 IEEE Congress on Evolutionary Computation (CEC 2015), Sendai, Japan, May 25-28, 2015. IEEE, pp 480-485. doi: 10.1109/CEC.2015.7256928
Gai-Ge Wang, Suash Deb, Amir H. Gandomi, Zhaojun Zhang, Amir H. Alavi. Novel Cuckoo Search with Chaos Theory and Elitism Scheme. In: 2014 International Conference on Soft Computing and Machine Intelligence (ISCMI 2014), New Delhi, India, 26-27 Sept. 2014. pp 64-69. doi: 10.1109/ISCMI.2014.8
Mo Hou, Mao-Yun Yang, Shu-Yun Qiao, Gai-Ge Wang, Li-Qun Gao. Study on characteristic dimension and sparse factor in Non-negative Matrix Factorization algorithm. In: The 26th Chinese Control and Decision Conference (2014 CCDC), Changsha, China, May 31-June 2, 2014. pp 2957-2961. doi: 10.1109/CCDC.2014.6852679