Grasshopper optimization algorithmUncapacitated facility location problemThe Uncapacitated Facility Location Problem (UFLP) is a real-world binary optimization problem that aims to find the number of facilities to open, minimizing the total cost of exchange between customers and facilities, as well as ...
The first one is the New Binary version of the Grasshopper Optimization Algorithm (NBGOA) which can be used with any binary combinatorial optimization problem, and the other work is to use NBGOA as the swarm-based algorithm for feature selection problem. The rest of the paper is organized as...
Hichem H, Elkamel M, Rafik M, Mesaaoud MT, Ouahiba C (2019) A new binary grasshopper optimization algorithm for feature selection problem. J King Saud Univ Comput Inf Sci Hu P, Pan JS, Chu SC, Chai QW, Liu T, Li ZC (2019) New hybrid algorithms for prediction of daily load of po...
Xu, Z., Heidari, A. A., Kuang, F., Khalil, A., Mafarja, M., Zhang, S., Chen, H., & Pan, Z. (2023). Enhanced Gaussian bare-bones grasshopper optimization: Mitigating the performance concerns for feature selection.Expert Systems with Applications,212, 118642. Google Scholar Nadimi-S...
Feature Selection(FS)is considered as an important preprocessing step in data mining and is used to remove redundant or unrelated features from high-dimensional data.Most optimization algorithms for FS problems are not balanced in search.A hybrid algorithm called nonlinear binary grasshopper whale ...
A hybrid algorithm called nonlinear binary grasshopper whale optimization algorithm (NL-BGWOA) is proposed to solve the problem in this paper. In the proposed method, a new position updating strategy combining the position changes of whales and grasshoppers population is expressed, which optimizes ...
Computational results and their analysis show that BEOA outperforms the binary Grey Wolf Optimizer (BGWO), the binary Particle Swarm Optimizer (BPSO), the binary Whale Optimizer (BW0), the binary Slime Mould Optimizer (BSMO), the binary Grasshopper Optimizer (BGO), the binary Artific...
Reprints and permissions About this article Wang, T., Xie, M. IBBA: an improved binary bat algorithm for solving low and high-dimensional feature selection problems.(2025). https://doi.org/10.1007/s13042-025-02588-y Download citation Keywords...
Additionally, we verify the effectiveness of our algorithm through reference instances. The results indicate the binary grasshopper optimization algorithm (BGOA) obtains adequate results when evaluated with a combinatorial problem such as the SCP.
Binary Whale Optimization Algorithm (BWOA), Binary Grasshopper Optimization Algorithm (BGOA), Binary Sailfish Optimizer (BSFO), Binary Harris Hawks optimization (BHHO), Binary Bird Swarm Algorithm (BBSA), Binary Atom Search Optimization (BASO), and Binary Henry Gas Solubility Optimization (BHGSO)....