# References
+ [BK09] Mauro Birattari and Janusz Kacprzyk. Tuning metaheuristics: A machine learning perspective. Springer, New York, NY, USA, 2009. + [DA+95] Kalyanmoy Deb, Ram Bhushan Agrawal, et al. Simulated binary crossover for continuous search space. Complex Systems, 9(2):115–148, 1995. + [DG+96] Kalyanmoy Deb, Mayank Goyal, et al. A combined genetic adaptive search (GeneAS) for engineering design. Computer Science and Informatics, 26:30–45, Jan. 1996. + [DZS+20] oya Di, Hongliang Zhang, Lingyang Song, Yonghui Li, Zhu Han, and H Vincent Poor. Hybrid beamforming for reconfigurable intelligent surface based multi-user communications: Achievable rates with limited discrete phase shifts. IEEE Journal on Selected Areas in Communications, 38(8):1809–1822, Aug. 2020. + [ES+03] Agoston E Eiben, James E Smith, et al. Introduction to evolutionary computing, volume 53. Springer, New York, NY, USA, 2003. + [Fog98] David B Fogel. Artificial intelligence through simulated evolution. Wiley-IEEE Press, 1998. + [Glo89] Fred Glover. Tabu search—part i. ORSA Journal on Computing, 1(3):190–206, Aug.1989. + [HHLBS09] Frank Hutter, Holger H Hoos, Kevin Leyton-Brown, and Thomas St¨utzle. ParamILS: An automatic algorithm configuration framework. Journal of Artificial Intelligence Research, 36:267–306, Oct. 2009. + [JD13] Himanshu Jain and Kalyanmoy Deb. An evolutionary many-objective optimization algorithm using reference-point based nondominated sorting approach, part ii: Handling constraints and extending to an adaptive approach. IEEE Transactions on evolutionary computation, 18(4):602–622, Aug. 2013. + [KGJV83] Scott Kirkpatrick, C Daniel Gelatt Jr, and Mario P Vecchi. Optimization by simulated annealing. Science, 220(4598):671–680, May 1983. + [Lar01] Craig Larman. Protected variation: The importance of being closed. IEEE Software, 18(3):89–91, 2001. + [LIDLC+16] Manuel L´opez-Ib´a˜nez, J´er´emie Dubois-Lacoste, Leslie P´erez C´aceres, Mauro Birattari, and Thomas St¨utzle. The irace package: Iterated racing for automatic algorithm configuration. Operations Research Perspectives, 3:43–58, Sept. 2016. + [Mey97] Bertrand Meyer. Object-oriented software construction, volume 2. Prentice hall Englewood Cliffs, 1997. + [SE98] Yuhui Shi and Russell Eberhart. A modified particle swarm optimizer. In IEEE International Conference on Evolutionary Computation, pages 69–73, Anchorage, AK, USA, 1998. IEEE. + [Shi15] Yuhui Shi. An optimization algorithm based on brainstorming process. In Emerging Research on Swarm Intelligence and Algorithm Optimization, pages 1–35. IGI Global, 2015. + [SP97] Rainer Storn and Kenneth Price. Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization, 11(4):341–359, Dec. 1997. + [SHL+05] Ponnuthurai N Suganthan, Nikolaus Hansen, Jing J Liang, Kalyanmoy Deb, Ying-Ping Chen, Anne Auger, and Santosh Tiwari. Problem definitions and evaluation criteria for the cec 2005 special session on real-parameter optimization. KanGAL Report, 2005. + [YDWB22] Furong Ye, Carola Doerr, Hao Wang, and Thomas B¨ack. Automated configuration of genetic algorithms by tuning for anytime performance. IEEE Transactions on Evolutionary Computation, 26(6):1526–1538, Dec. 2022. + [YLL99] Xin Yao, Yong Liu, and Guangming Lin. Evolutionary programming made faster. IEEE Transactions on Evolutionary Computation, 3(2):82–102, July 1999. + [YLJ+21] Jie Yuan, Ying-Chang Liang, Jingon Joung, Gang Feng, and Erik G Larsson. Intelligent reflecting surface-assisted cognitive radio system. IEEE Transactions on Communications, 69(1):675–687, Jan. 2021. + [YRBC04] Wei Yu, Wonjong Rhee, Stephen Boyd, and John M Cioffi. Iterative water-filling for gaussian vector multiple-access channels. IEEE Transactions on Information Theory, 50(1):145–152, Jan. 2004. + [YZL+22] Bai Yan, Qi Zhao, Mengke Li, Jin Zhang, J Andrew Zhang, and Xin Yao. Fitness landscape analysis and niching genetic approach for hybrid beamforming in ris-aided communications. Applied Soft Computing, 131:109725, Dec. 2022. + [MJ19] Deepak Mishra and H ̊akan Johansson. Channel estimation and low-complexity beamforming design for passive intelligent surface assisted miso wireless energy transfer. In IEEE International Conference on Acoustics, Speech and Signal Processing, pages 4659–4663, Brighton, UK, 2019. IEEE.