Cauchy mutationAn improved grasshopper optimization algorithm (GOA) is proposed in this paper, termed CMRWGOA, which combines both Random Weight (shorted RWGOA) and Cauchy mutation (termed CMGOA) mechanism into the GOA. The GOA received inspiration from the foraging and swarming habits of ...
A kurtosis-based multi-thresholding grasshopper optimization algorithm is proposed for image segmentation, reducing complexity and enhancing the accuracy of lesion identification. An improved rider optimization algorithm is also introduced for feature selection, aiming to prioritize relevant features and reduce...
I-GWO and Ex-GWO: Improved algorithms of the Grey Wolf Optimizer to solve global optimization problems. Eng. Comput. 37, 509–532 (2021). Article Google Scholar Yan, Y., Ma, H. & Li, Z. An improved grasshopper optimization algorithm for Global Optimization. Chin. J. Electron. 30(3)...
H. Improved grasshopper optimization algorithm using opposition-based learning. Expert Syst. Appl. 112, 156–172 (2018). Article Google Scholar Malisia, A. R. & Tizhoosh, H. R. Applying opposition-based ideas to the ant colony system. In 2007 IEEE Swarm Intelligence Symposium, 182–189 (...
These include the following: grasshopper optimization algorithm (FPA), Tabu search (TS), Salp swarm algorithm (SSA), crow search algorithm (CSA), krill herd (KH), cuckoo search (CS), gray wolf optimizer (GWO), elephant herding algorithm (EHA), ant lion optimizer (ALO), whale optimization ...
optimization issues, such as Particle Swarm Optimization (PSO) [14], Artificial Bee Colony (ABC), [15], Sparrow Search Algorithm (SSA) [16], Grey Wolf Optimization (GWO) [17], Bat Algorithm (BA) [18], Wheel Optimization Algorithm (WOA) [19], Grasshopper Optimization Algorithm (GOA) [...
An improved grasshopper optimization algorithm with application to financial stress prediction[J]. Applied Mathematical Modelling, 2018, 64: 654-668. DOI: 10.1016/j.apm.2018.07.044. [13] MIRJALILI S, LEWIS A. The whale optimization algorithm[J]. Advances in Engineering Software, 2016, 95: 51...
For validation of the proposed method, two different case studies including 6 kW NedSstack PS6 and 2 kW Nexa FC PEMFC stacks have been employed and the results have been compared with the experimental data and some well-known metaheuristics including Chaotic Grasshopper Optimization Algorithm (CGOA...
Zakeri A, Hokmabadi A (2019) Efficient feature selection method using real-valued grasshopper optimization algorithm. Expert Syst Appl 119:61–72 Zhang X, Wang D, Zhou Z, Ma Y (2019) Robust low-rank tensor recovery with rectification and alignment. IEEE Trans Pattern Anal Mach Intell 43(1...
The Beluga Whale Optimization (BWO) is a meta-heuristic algorithm that simulates the life behavior of beluga whales. Aiming at the shortcomings of the BWO,