Cuckoo optimization algorithm (COA) is inspired from the special and exotic lifestyle of a bird family called the cuckoo and her amazing and unique behavior in egg laying and breeding. Just like any other population-based swarm intelligence metaheuristic algorithms, the basic COA starts with a ...
Self-adaptive mutationDesign of experimentsMulti comparison testKruskal–Wallis testAs with other nature-inspired algorithms, the cuckoo optimization algorithm (COA) produces a population of candidate solutions to find the (near-) optimal solutions to a problem. In this paper,......
For analyzing statistics, information of companies' stocks, the Cuckoo Optimization Algorithm (COA) and Knapsack Problem have been used with the aim of increasing the total return, in order to form a financial portfolio. At last, results merits of choosing the optimal portfolio using the COA ...
Special lifestyle of these birds and their characteristics in egg laying and breeding has been the basic motivation for development of this new evolutionary optimization algorithm. Similar to other evolutionary methods, Cuckoo Optimization Algorithm (COA) starts with an initial population. The cuckoo ...
Special lifestyle of these birds and their characteristics in egg laying and breeding has been the basic motivation for development of this new evolutionary optimization algorithm. Similar to other evolutionary methods, Cuckoo Optimization Algorithm (COA) starts with an initial population. The cuckoo ...
The Cuckoo Optimization Algorithm (COA) is another algorithm based on swarm intelligence, inspired by the special lifestyle of a bird called the cuckoo (Rajabioun, 2011). The specific habitude of laying eggs and the reproduction of this bird has been the basis for the formation of this optim...
The LSSVRs' parameters are optimized by a new evolutionary optimization technique known as the Cuckoo Optimization Algorithm (COA). Then in order to make the soft sensor robust against the data outliers and noises especially the long tail noises, a new approach is proposed. The proposed method ...
First method [Particle swarm optimization (PSO)]is a heuristic global optimization method and also an optimization algorithm, which is based on swarm intelligence. It comes from the research on the bird and fish flock movement behavior. Second method [The Cuckoo Optimization(COA)] is new ...
OptimizationGraph coloring problemNon-linear optimizationIn recent years, various heuristic optimization methods have been developed. Many of these methods are inspired by swarm behaviors in nature, such as particle swarm optimization (PSO), firefly algorithm (FA) and cuckoo optimization algorithm (COA)...
In the proposed algorithm, we used Cuckoo Optimization Algorithms (COA). COA have been used in scheduling since their introduction in 2011 (Abu-Srhahn & Al-Hasan, 2015; Babukartik & Dhavachelvan, 2012; Branch, 2015; Dasgupta & Das, 2015; Durgadevi & Srinivasan, 2015; Navimipour & Milani...