[1] OMU A, HSIEH S, OREHOUNIG K. Mixed integer linear programming for the design of solar thermal energy systems with short-term storage[J]. Applied Energy,2016,180:313-326. [2] BARJHOUX P J,DIOUANE Y,GRIHON S,et al. A bi-level methodology for solving large-scale mixed categorical structural optimization[J]. Structural and Multidisciplinary Optimization, 2020,62(1):337-351. [3] 粟华, 王京士, 龚春林, 等. 耦合混合变量的空间机动飞行器多学科设计优化[J]. 宇航学报,2017,38(12):1253-1262.(SU H, WANG J S, GONG C L, et al. Multidisciplinary design optimization of space maneuvering vehicle coupling with mixed variable[J]. Journal of Astronautics,2017,38(12):1253-1262.) [4] 许卫锴, 宁金英, 韩世超, 等. 考虑材料参数的二维固/固声子晶体拓扑优化设计[J]. 沈阳航空航天大学学报,2019,36(5):10-15. (XU W K, NING J Y, HAN S C, et al. Topological optimization design of two-dimensional solid/solid phonon crystals considering material parameters[J]. Journal of Shenyang Aerospace University,2019,36(5):10-15.) [5] GAO L, HAILU A. Comprehensive learning particle swarm optimizer for constrained mixed-variable optimization problems[J]. International Journal of Computational Intelligence Systems,2010, 3(6):832-842. [6] CHEN Y,XIE W,ZOU X. A binary differential algorithm learning from explored solutions[J]. Neurocomputing,2015,149(Pt B):1038-1047. [7] CHEN W,ZHANG J,CHUNG H S H,et al. A novel set-based particle swarm optimization method for discrete optimization problems[J]. IEEE Transactions on Evolutionary Computation, 2010,14(2):278-300. [8] LIAO T,SOCHA K,MONTES DE OCA M A,et al. Ant colony optimization for mixed-variable optimization problems[J]. IEEE Transactions on Evolutionary Computation,2014,18(4):503-518. [9] LIN Y,LIU Y,CHEN W,et al. A hybrid differential evolution algorithm for mixed-variable optimization problems[J]. Information Sciences,2018,466:170-188. [10] LI R,EMMERICH M T M,EGGERMONT J,et al. Mixed integer evolution strategies for parameter optimization[J]. Evolutionary Computation,2013,21(1):29-64. [11] 廖天俊, 余赟. 面向混合变量和任意时间优化的蚁群算法[J]. 系统工程与电子技术,2017,39(3):675-680.(LIAO T J,YU Y. Mixed variable and any time optimization oriented ant colony optimization algorithm[J]. System Engineering and Electronics, 2017,39(3):675-680.) [12] WANG F,LI Y,ZHOU A,et al. An estimation of distribution algorithm for mixed-variable newsvendor problems[J]. IEEE Transactions on Evolutionary Computation, 2020, 24(3):479-493. [13] MA X,LI X,ZHANG Q,et al. A survey on cooperative coevolutionary algorithms[J]. IEEE Transactions on Evolutionary Computation,2019,23(3):421-441. [14] SOCHA K,DORIGO M. Ant colony optimization for continuous domains[J]. European Journal of Operational Research,2008, 185(3):1155-1173. [15] LIN Y,DU W,LIAO T. Three L-SHADE based algorithms on mixed-variables optimization problems[C]//Proceedings of the 2017 IEEE Congress on Evolutionary Computation. Piscataway:IEEE,2017:2274-2281. [16] STÜTZLE T,HOOS H H. MAX-MIN ant system[J]. Future Generation Computer Systems,2000,16(9):889-914. [17] SUGANTHAN P N,HANSEN N,LIANG J,et al. Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization[R]. Singapore:Nanyang Technological University,2005. |