E2: A basic optimization method
Matlab Code implementation of E2 optimization algorithm
The presented algorithm emphasizes that by simply implementing the primary principles of optimization (exploration and exploitation), a difficult problem can be effectively solved, potentially eliminating the need to develop or apply a complicated search method.
For this aim, we propose a basic and simple optimization method based on the exploration–exploitation concept, named E2. Based on the simulation results, it is found that on average, the sinusoidal function is a promising method for exploitation. Over a set of engineering design problems, it is observed that the results found by E2 are comparable to those of other methods.
This code presents the sinusoidal version of E2.
Paper: https://link.springer.com/article/10.1007/s00500-025-10861-z
引用格式
Askarzadeh, Alireza, and Mohammad Ali Alipour. “E2: A Basic Optimization Method Using Exploration-Exploitation Concept.” Soft Computing, Sept. 2025, https://doi.org/10.1007/s00500-025-10861-z.
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