A New Particle Swarm Optimization Algorithm with Modified Velocity Equation

机译：具有改进速度方程的新粒子群优化算法

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摘要

A new particle swarm optimization algorithm with modified velocity equation is proposed. In this paper, the velocity equation of particle swarm optimization is modified to enhance global search ability of basic particle swarm optimization. Numerical experiments on ten classical test functions show that the new algorithm has better performance than the basic particle swarm optimization algorithm in computational time, global optimization and computational accuracy.

机译：提出了一种具有修改速度方程的新粒子群优化算法。在本文中，修改了粒子群优化的速度方程，以增强基本粒子群优化的全局搜索能力。十个古典测试功能的数值实验表明，新算法的性能比计算时间，全局优化和计算准确性的基本粒子群优化算法更好。

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《International conference on cooperation and promotion of information resources in science and technology》|2010年||共6页
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作者
Weimin Ma; Miaomiao Wang;
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中图分类信息资源及其管理;
关键词
particle swarm optimization; modified velocity equation; numerical experiments;

机译：粒子群优化;改进的速度方程;数值实验;

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1. A Velocity-Combined Local Best Particle Swarm Optimization Algorithm for Nonlinear Equations [J] . Zhigang Lian, Songhua Wang, Yangquan Chen Mathematical Problems in Engineering: Theory, Methods and Applications . 2020,第1期

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2. Optimization of Laser Ablation Technology for PDPhSM Matrix Nanocomposite Thin Film by Artificial Neural Networks-particle Swarm AlgorithmOptimization of Laser Ablation Technology for PDPhSM Matrix Nanocomposite Thin Film by Artificial Neural Networks-particle Swarm AlgorithmOptimization of Laser Ablation Technology for PDPhSM Matrix Nanocomposite Thin Film by Artificial Neural Networks-particle Swarm Algorithm [J] . TANG Puhong, SONG Renguo, CHAI Guozhong, 武汉理工大学学报：材料科学英文版 . 2010,第002期

机译：人工神经网络优化PDPhSM纳米复合薄膜的激光烧蚀技术-粒子群算法人工神经网络优化PDPhSM纳米复合薄膜的激光烧蚀技术-人工神经网络优化PDPhSM纳米复合薄膜的激光烧蚀技术网络粒子群算法
3. A hybrid particle swarm optimization algorithm based on space transformation search and a modified velocity model [J] . Yu S., Wu Z., Wang H., International journal of numerical analysis and modeling . 2012,第2期

机译：基于空间变换搜索和改进速度模型的混合粒子群优化算法
4. A New Particle Swarm Optimization Algorithm with Modified Velocity Equation [C] . Weimin Ma, Miaomiao Wang Proceedings of the 5th international conference on cooperation and promotion of information resources in science and technology. . 2010

机译：修正速度方程的粒子群优化算法
5. Explorations in swarm algorithms: Hybrid particle swarm optimization and adaptive culture model algorithms. [D] . Noel, Mathew M. 2005

机译：群算法的探索：混合粒子群优化和自适应文化模型算法。
6. Modified Particle Swarm Optimization Algorithms for the Generation of Stable Structures of Carbon Clusters, Cn (n = 3–6, 10) [O] . Gourhari Jana, Arka Mitra, Sudip Pan, 1970

机译：碳粒子团稳定结构Cn生成的改进粒子群优化算法（n = 3–6，10）
7. Particle swarm inspired optimization algorithm without velocity equation [O] . Mahmoud Mostafa El-Sherbiny 2011

机译：粒子群激励优化算法无速度方程

A New Particle Swarm Optimization Algorithm with Modified Velocity Equation

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