AOA swMATH ID: 41903 Software Authors: Abualigah, Laith; Diabat, Ali; Mirjalili, Seyedali; Abd Elaziz, Mohamed; Gandomi, Amir H. Description: The arithmetic optimization algorithm. This work proposes a new meta-heuristic method called Arithmetic Optimization Algorithm (AOA) that utilizes the distribution behavior of the main arithmetic operators in mathematics including (Multiplication ((M)), Division ((D)), Subtraction ((S)), and Addition ((A))). AOA is mathematically modeled and implemented to perform the optimization processes in a wide range of search spaces. The performance of AOA is checked on twenty-nine benchmark functions and several real-world engineering design problems to showcase its applicability. The analysis of performance, convergence behaviors, and the computational complexity of the proposed AOA have been evaluated by different scenarios. Experimental results show that the AOA provides very promising results in solving challenging optimization problems compared with eleven other well-known optimization algorithms. Source codes of AOA are publicly available at and . Homepage: https://seyedalimirjalili.com/aoa Keywords: arithmetic optimization algorithm; AOA; algorithm; optimization; meta-heuristics; heuristic; artificial intelligence; Grey Wolf optimizer; whale optimization algorithm; genetic algorithm; particle swarm optimization; benchmark; computational intelligence Related Software: SSA; GWO; WOA; ALO; GSA; Aquila optimizer; WCA; AHA; Honey badger algorithm; MOMPA; ABC; MOEA/D; Krill herd; CMA-ES; CEC 13; Chameleon Swarm; SPEA2; RM-MEDA; KEEL; DTSMA Cited in: 13 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year The arithmetic optimization algorithm. Zbl 07340412Abualigah, Laith; Diabat, Ali; Mirjalili, Seyedali; Abd Elaziz, Mohamed; Gandomi, Amir H. 2021 all top 5 Cited by 43 Authors 5 Abualigah, Laith 2 Abd Elaziz, Mohamed 2 Aydemir, Salih Berkan 2 Gandomi, Amir Hossein 2 Jia, Heming 2 Luo, Qifang 2 Mirjalili, SeyedAli 2 Wang, Shuang 2 Zheng, Rong 2 Zhou, Yongquan 1 Agushaka, Jeffrey O. 1 Almotairi, Khaled H. 1 Altalhi, Maryam 1 Chu, Shu-Chuan 1 Deng, Wu 1 Diabat, Ali H. 1 Du, Bo 1 Du, Yanlian 1 Düzenli, Timur 1 Ezugwu, Absalom E. 1 Hu, Gang 1 Khodadadi, Nima 1 Kutlu Onay, Funda 1 Liu, Qingxin 1 Mirjalili, Seyed Mohammad 1 Nadimi-Shahraki, Mohammad H. 1 Örnek, Bülent Nafi 1 Özak, Bilal 1 Pan, Jengshyang 1 Shehab, Mohammad 1 Snášel, Václav 1 Wang, Liying 1 Wang, Ruo-Bin 1 Wei, Guo 1 Wu, Di 1 Yin, Shihong 1 Zamani, Hoda 1 Zhang, Ligang 1 Zhang, Zhenxing 1 Zhao, Weiguo 1 Zhong, Jingyu 1 Zhong, Keyu 1 Zhou, Guo Cited in 4 Serials 6 Computer Methods in Applied Mechanics and Engineering 3 Mathematics and Computers in Simulation 3 Mathematical Biosciences and Engineering 1 Engineering Analysis with Boundary Elements Cited in 4 Fields 12 Operations research, mathematical programming (90-XX) 5 Computer science (68-XX) 4 Numerical analysis (65-XX) 1 Biology and other natural sciences (92-XX) Citations by Year