WebJan 1, 2024 · Black widow optimization (BWO) proposed in [16] is a meta-heuristic algorithm based on the lifestyle of black widow spiders to solve engineering optimization problems. An important behavior of black widow spiders is cannibalism, so only stronger spiders survive and produce the next generation. WebMar 28, 2024 · In solving engineering constrained optimization problems, the conventional black widow optimization algorithm (BWOA) has some shortcomings such as insufficient robustness and slow convergence speed. Therefore, an improved black widow optimization algorithm (IBWOA) is proposed by combining methods of double chaotic map, Cauchy …
Black Widow Optimization Algorithm: A novel meta …
WebBWO algorithm is evaluated on 51 various benchmark functions to verify its efficiency in obtaining the optimal solutions for the problems. The obtained results indicate that the … WebJun 28, 2024 · The black widow algorithm includes three kinds of cannibalism. The first is that the female black widow eats the male black widow after mating in the Procreate stage. The gender of an individual is judged by fitness, and a female individual with a smaller fitness value. The second is cannibalism between siblings. boyce cotton comparative analysis
Open Access proceedings Journal of Physics: Conference series
WebMar 24, 2024 · The basic steps of the black widow spider algorithm are as follows: Step 1: Initialization. Initialize a population randomly and set the initial parameters. Step 2: Population reproduction and cannibalism. According to the reproduction rate, individuals are randomly selected to form parents for reproduction. WebApr 14, 2024 · In this manuscript, a novel hybrid algorithm, i.e., Hybrid Particle Swarm Optimization Puffer Fish (HPSOPF), based on the Particle Swarm Optimization and Puffer Fish algorithms, was proposed to estimate the proton exchange membrane fuel cell parameters. ... PEMFC parameter estimation was done by developing Black Widow … WebFeb 21, 2024 · The proposed method, Black Widow Optimization Algorithm (BWO), is inspired by the unique mating behavior of black widow spiders. This method includes an … guyabano leaves an anti lice shampoo