The Cuckoo Search Algorithm can be defined as a metaheuristic optimization algorithm that has gained significant attention in the research community. It involves making modifications to the original algorithm to
A new metaheuristic optimization algorithm, called Cuckoo Search (CS), is fully implemented, and the vectorized version is given here. This code demonstrates how CS works for unconstrained optimization, which can easily be extended to solve various global optimization problems efficiently....
布谷鸟搜索(Cuckoo Search,CS)是由 Xin-She Yang 和 Suash Deb 于 2009 年开发的自然启发式算法。CS 基于布谷鸟的寄生性育雏(brood parasitism,又巢寄生)行为。该算法可以通过所谓的 Levy 飞行来增强,而不是简单的各向同性随机游走。研究表明,该算法可能比遗传算法、PSO 以及其他算法更有效。 布谷鸟育雏行为 布...
虽然标准的布谷鸟搜索算法(Cuckoo Search, CS)已经展现了强大的全局优化能力,但仍然存在一些局限性,例如收敛速度较慢、易陷入局部最优等。为了解决这些问题,研究人员对CS算法进行了多种改进,主要包括混合优化、动态参数调整以及自适应步长优化等方法。 1.混合优化策略 ...
布谷鸟搜索(Cuckoo Search,CS)是由 Xin-She Yang 和 Suash Deb 于 2009 年开发的自然启发式算法。CS 基于布谷鸟的寄生性育雏(brood parasitism,又巢寄生)行为。该算法可以通过所谓的 Levy 飞行来增强,而不是简单的各向同性随机游走。研究表明,该算法可能比遗传算法、PSO 以及其他算法更有效。
Cuckoo search algorithm is a novel nature-inspired optimization technique based on the obligate brood parasitic behavior of some cuckoo species. It iteratively employs Lévy flights random walk with a scaling factor and biased/selective random walk with a fraction probability. Unfortunately, these two ...
G_best Guided Cuckoo Search Meta-heuristic Algorithm是一种基于自然进化的搜索算法,用于优化有限脉冲响应(FIR)滤波器设计。该算法结合了Cuckoo Search和G_best算法的优点,并使用自适应参数控制搜索过程,提高了搜索效率和收敛性能。在设计FIR滤波器的过程中,该算法通过调整滤波器系数,最小化滤波器的均方误差,以达到...
Deb, "Design optimization of truss structures using cuckoo search algorithm," The Structural Design of Tall and Special Buildings, vol. 22, pp. 1330-1349, 2013.Gandomi AH. 2013 Design optimization of truss structures using cuckoo search algorithm. Struct Desig Tall Spec Build 2011; 22: 1330-...
function[ result ]=func_levy(nestPop,Xmax,Xmin)%FUNC_LEVY : Update position of nest by using Levy flights%@author : zhaoyuqiang[N,D]=size(nestPop);% Levy flights by Mantegna's algorithmbeta=1.5;alpha=1;sigma_u=(gamma(1+beta)*sin(pi*beta/2)/(beta*gamma((1+beta)/2)*2^((beta...
Cuckoo search (CS) is one of the new swarm intelligence optimization algorithms inspired by the obligate brood parasitic behavior of cuckoo, which used the idea of L茅vy flights. But the convergence and stability of the algorithm is not ideal due to the heavy-tail property of L茅vy flights....