Cuckoo search is a new metaheuristic search algorithm which is based on the obligate brood parasitic behavior of some cuckoo species in combination with the L茅vy flight behavior of some birds and fruit flies. It is developed by Yang and Deb (2009) and the preliminary studies show that it ...
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 improve its effectiveness, such as population reduction and the use of biased random walk. ...
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...
[11] Durgun I, Yildiz AR. Structural design optimization of vehicle components using cuckoo search algorithm. Mater Test 2012;3(2):185–8. [12] Fister JrI, Yang XS, Fister I, Fister D. Cuckoo search: a brief literature review. In: Yang XS, editor. Cuckoo search and firefly algorithm: ...
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...
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 ...
A new metaheuristic algorithm, known as Cuckoo Search (CS), was used in the procedure of optimum synthesis of mechanism parameters. Highlights ► The method of dimensional synthesis of a six-bar double dwell linkage is considered. ► The circular arcs that correspond to the periods of rest ...
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....
Genetic algorithm MSE 1. Introduction Fractal Image compression, which delivers a high ratio of compression and max quality at decomposing is one of the significant concepts that grabbed attention of research community since its origin in 1987. The high encoding time due to the complex search in ...