一、算法简介麻雀搜索算法(sparrow search algorithm,SSA)由Jiankai Xue等人于2020年提出,该算法是根据麻雀觅食并逃避捕食者的行为而提出的群智能优化算法。SSA 主要是受麻雀的觅食行为和反捕食行为的启发而提…
【智能优化算法】基于自适应引力搜索算法求解单目标问题附matlab代码 1 简介2009 年伊朗的克曼大学教授 Esmat Rashedi 等人提出了引力搜索算法[5(] Gravitational Search Algorithm),该算法是基于牛顿万有引力定律:“在宇宙间,每一个粒子由于万有引力的作用而彼此相互吸引,这力的大小与粒子的质量成正比,与他们之间的距...
简介: 【麻雀算法】基于自适应螺旋飞行麻雀搜索算法求解单目标优化问题附matlab代码(Adaptive Spiral Flying Sparrow Search Algorithm,ASFSSA) ✅作者简介:热爱科研的Matlab仿真开发者,修心和技术同步精进,matlab项目合作可私信。 🍎个人主页:Matlab科研工作室 🍊个人信条:格物致知。 更多Matlab仿真内容点击👇 智能...
麻雀搜索算法是一种群智能优化算法,主要是受麻雀的觅食行为和反捕食行为的启发而提出的,其仿生原理如下: 在麻雀觅食的过程中,分为发现者和加入者,发现者在种群中负责寻找食物并为整个麻雀种群提供觅食区域和方向,而加入者则是利用发现者来获取食物。为了获得食物,麻雀通常可以采用发现者和加入者这两种行为策略进行觅食...
麻雀搜索算法(sparrow search algorithm,SSA)由Jiankai Xue等人于2020年提出,该算法是根据麻雀觅食并逃避捕食者的行为而提出的群智能优化算法。SSA 主要是受麻雀的觅食行为和反捕食行为的启发而提出的。该算法比较新颖,具有寻优能力强,收敛速度快的优点。麻雀群觅食过程也是发现者-跟随者模型的一种,同时还叠加了侦查...
algorithm named the sparrow search algorithm (SSA), which can imitate the foraging behavior and antipredation behavior of sparrows, to determine optimal solutions. To avoid the algorithm falling into a local optimal situation, this paper integrates the sine–cosine algorithm and the Cauchy variation ...
麻雀算法优化Sparrow-Search-Algorithm-Matlab-main.zip 人工智能 - 机器学习 且歌**且行上传3.32 KB文件格式zip 从麻雀的群体智慧、觅食行为和反捕食行为出发,提出了一种新的群体优化方法&麻雀搜索算法(SSA) (0)踩踩(0) 所需:7积分
Simulation results, conducted on the MATLAB2022 platform, demonstrate that the SSA-based model outperforms the single-unit equivalent model by over 150 times in terms of accuracy. Additionally, the SSA-based model achieves a delay time, defined as the time required to compute the system's ...
On the other hand, we found that although each algorithm has its advantages, there are also shortcomings by a deeper investigation. For instance, the ACO algorithm has the disadvantage of slow search speed, and the PSO algorithm has the disadvantage of easy premature convergence. Therefore, it ...
And the MATLAB R2016b simulation experiment platform is used for simulation. 4.2. Ablation Experiment In order to verify the influence of the three improvement points of the algorithm on the effect of the entire experiment, an ablation experiment is hereby carried out. The comparison results are ...