(2012). Bat algorithm: A novel approach for global engineering optimization. Engineering Computation, 29(5), 464-483. doi:10.1108/02644401211235834Yang, X.S., & Gandomi, A. (2012). Bat algorithm: a novel approach for global engineering optimization. Engineering Computation, 29(5), 464-483....
【深度学习笔记】优化算法( Optimization Algorithm) 本文依旧是吴恩达《深度学习工程师》课程的笔记整理与拓展。 一、优化算法的目的与挑战 优化算法主要是用来加快神经网络的训练速度,使得目标函数快速收敛。 优化问题面临的挑战有病态解、鞍点、梯度爆炸与梯度消失……具体可见参考文献【1】241页到249页。 其中深度学习...
A hybrid model of a kernel-based extreme learning machine (KELM) optimized by the bat optimization algorithm based on wavelet transform is proposed. Firstly, the wavelet transform is used to eliminate the high-frequency components of the previous day's carbon price data to improve the accuracy ...
+e whale optimization algorithm (WOA) is a nature-inspired metaheuristic optimization algorithm, which was proposed by Mirjalili and Lewis in 2016. +is algorithm has shown its ability to solve many problems. Comprehensive surveys have been conducted about some other nature-inspired algorithms, such a...
一、蝙蝠算法BA参考文献: [1] Xin-She Y . A new metaheuristic bat-inspired algorithm, nature inspired cooperative strategies for optimization (NISCO 2010). 2010. 二、无人机模型 无人机三维航迹规划_无…
Take a look at: Bat Optimization Algorithm v1.0.0 at: https://www.mathworks.com/matlabcentral/fileexchange/76631-bat-optimization-algorithm?s_tid=srchtitle And: Bat Algorithm 1.1.0 at: https://www.mathworks.com/matlabcentral/fileexchange/76643-bat-algorithm-1-1-0?s_tid=srchtitle ...
Bat Algorithm: A Novel Approach for Global Engineering Optimization Xin-She Yang Mathematics and Scientific Computing, National Physical Lab, Teddington TW11 0LW, UK Email: xy227@cam.ac.uk Amir Hossein Gandomi Department of Civil Engineering, The University of Akron, Akron, OH 44325, USA Email:...
structure optimizationdiscrete optimizationIn order to find a more effective intelligent method for truss optimization, we proposed an improved bat algorithm and introduced it into truss optimization. The initial population was optimized by using the good point set weighted approach in bat optimization ...
Bat algorithm (BA) is a recent metaheuristic optimization algorithm proposed by Yang. In the present study, we have introduced chaos into BA so as to increase its global search mobility for robust global optimization. Detailed studies have been carried out on benchmark problems with different chaot...
a new global optimization algorithm,called Bat-inspired Algorithm(BA),has been developed by Yang.The presented algorithm is inspired by fundamentals of echolocation of micro bats,and intends to combine the advantages of existing algorithms into the new bat algorithm.The first part of the paper was...