Modelling and implementing a new heuristic algorithm may be time consuming but has some strong primary motivation - like a minimal improvement in the solution itself can reduce the computational cost. The solution thus obtained was better. In both these situations, designing heuristics and meta-...
A novel optimization methodology, Momentum Search Algorithm (MSA) is presented based on Newton's laws: the law of conservation of momentum. It includes a set of masses in a closed system considering the conservation of momentum and kinetic energy of bodies. The possible solutions are presented ...
optimizationdimension-reductionmeta-heuristic-optimization UpdatedDec 30, 2023 Python Star0 This repository implements the LAB (Leader Advocate Believer) Algorithm to solve the 0-1 Knapsack Problem, a classic optimization problem. The LAB Algorithm is inspired by human social interactions, simulating the...
A.H., Aquila Optimizer: A novel meta-heuristic optimization Algorithm, Computers & Industrial Engineering (2021), doi:https://doi.org/10.1016/j.cie.2021.107250 Code available at Researchgate:https://www.researchgate.net/publication/350411564_Matlab_Code_of_Aquila_Optimizer_A_novel_meta-heurist...
A more efficient optimization algorithm has always been the pursuit of researchers, but the performance of the current optimization algorithm in some complex test functions is not always satisfactory. In order to solve this problem, a new meta-heuristic optimization algorithm—Football Team Training Al...
In addition, the results have shown a high convergence rate compared with conventional optimization algorithms. It demonstrates the noticeable effectiveness of the presented method. 展开 关键词: Meta-heuristic algorithm Multi-fidelity modeling Metamodeling Engineering optimization 会议名称: International ...
Finally, a set of seven real-world engineering problems are used. From the experimental results of AO that compared with well-known meta-heuristic methods, the superiority of the developed AO algorithm is observed. 展开 关键词: Aquila Optimizer (AO) Optimization algorithms Meta-heuristics Real-...
AO的Matlab代码位于https://www.mathworks.com/matlabcentral/fileexchange/89381-aquila-optimizer-a-meta-heuristic-optimization-algorithm,而Java代码位于https://www.mathworks。 com / matlabcentral / fileexchange / 89386-aquila-optimizer-a-meta-heuristic-optimization-algorithm。
A new HS meta-heuristic algorithm was conceptualized using the musical process of searching for a perfect state of harmony. Musical performances seek to find pleasing harmony (a perfect state) as determined by an aesthetic standard, just as the optimization process seeks to find a global solution...
In recent years, several metaheuristic algorithms have been introduced in engineering and scientific fields to address real-life optimization problems. In this study, a novel nature-inspired metaheuristics algorithm named as Snake Optimizer (SO) is proposed to tackle a various set of optimization tasks...