This article presents a metaheuristic approach, the binary whale optimization algorithm (BWOA), to solve complex, constrained, non-convex, binary-nature profit-based unit commitment (PBUC) optimization problems of a price-taking generation company (GenCo) in the electricity market. To simulate the ...
The aim of this paper is to investigate the optimal control parameter values for the Binary Pareto Whale Optimization Algorithm BPWOA, which is used for solving maintenance scheduling problem at a power plant. Three algorithm control parameters involving population size, iteration number...
Hussien AG, Hassanien AE, Houssein EH, Bhattacharyya S, Amin M (2019) S-shaped Binary Whale Optimization Algorithm for Feature Selection. In: Recent Trends in Signal and Image Processing. Springer, pp 79-87. doi:https://doi.org/10.1007/978-981-10-8863-6_9...
engineering optimization binary whale optimization algorithm: a new metaheuristic approach for profit-based unit commitment problems in competitive electri... Binary whale optimization algorithm: a new metaheuristic approach for profit-based unit commitment problems in competitive electricity markets... S Redd...
Agrawal RK, Kaur B, Sharma S (2020) Quantum based whale optimization algorithm for wrapper feature selection. Appl Soft Comput 89:106092 Google Scholar Agrawal P, Ganesh T, Mohamed AW (2021) A novel binary gaining–sharing knowledge-based optimization algorithm for feature selection. Neural Compu...
What inspired the development of the Coronavirus Disease Optimization Algorithm (COVIDOA)? Which scenario yielded the best feature selection results, and what does this imply about parameter values? What impact do the parameters MR and numOfProtiens have on the performance of the COVID algorithm?
The researchers have implemented binary whale optimization algorithm (BWOA) to solve the PBUCP [34]. The BWOA is used different transfer functions to map the continuous values into binary values. An improved teaching learning based optimization algorithm (TLBO) has been implemented to solve the PB...
A motor fault diagnosis using hybrid binary differential evolution algorithm and whale optimization algorithm with storage space An important phase of a wind farm design is solving the wind farm layout optimization problem, for which evolutionary algorithms have been used frequently... CY Lee,TA Le,...
Typical MHAs include the Whale Optimization Algorithm (WOA), Grey Wolf Optimizer (GWO), and Moth-Flame Optimization (MFO). In nature, whales create spiral-shaped bubble nets while hunting, and inspired by this behavior, Mirjalili and Lewis [41] proposed the WOA. This algorithm is straightforwar...
Nadimi-Shahraki, M.H., Zamani, H., Mirjalili, S.: Enhanced whale optimization algorithm for medical feature selection: a covid-19 case study. Comput. Biol. Med. 148, 105858 (2022) Article MATH Google Scholar Khurma, R.A., et al.: An augmented snake optimizer for diseases and covid...