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Adaptiveconstrainedparticleswarm
针对粒子群优化算法应用于约束优化问题时易陷入局部极小值的问题, 提出了一种改进的粒子群优化算
法. 该算法综合了约束优化问题的目标函数值和约束函数的违反度值作为粒子群优化算法的双适应度值, 采用了
双适应值动态判断粒子群优化算法中粒子的优劣. 违反度值的计算引入了自适应加权系数, 相应地提出了调整各
权系数的自适应策略, 并改进了粒子群优化算法的粒子竞争选择策略, 拓展了粒子群优化算法的单适应值的应用
范围.应用约束自适应粒子群优化算法实现了城市水厂的节能优化调度. 结果表明, 该算法收敛速度快且结果可
靠. 粒子群优化算法为解决工程约束优化问题提供了一条可行途径(Considering that theparticleswarmoptimization( PSO) algorithmcanbeeasily trappedinto the
local minimal valueinconstrainedoptimizationproblems, amodifiedconstrainedparticleswarmoptimiza
tionalgorithmwasproposed. Theobjective functionvalue andthe violationvalue of constraint functions
wereeffectively combinedto formtwofitnesses, andthefitnesseswereadoptedto estimate if theparticle
wassuperior or not ina dynamicway. Theadaptiveweight functionwasadoptedinthe calculationof the
violationvalue. The strategy of keeping anadaptive relationof weight coefficientswasproposed, andthe
strategyof swarmtournament selectionwasimproved. Theapplicationlocalizationsof thesinglefitnessof
PSOwerewidenedaswell. ThemodifiedconstrainedPSOalgorithmwasappliedtosolveenergyoptimiza
tionproblemsof theurbanwater supplyprocess, whichshowedthat theconvergent speedof thealgorithm
isfast andthe result isvalid. Afeasibleapproachto solvetheindustrial constraint optimizationproblems
withPSOwasprovided.)
- 2012-04-27 20:26:28下载
- 积分:1
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chapter2-10
程序是《精通MATLAB 7.0混合编程》配套的源程序,请对照书本使用。(Program is "proficient in MATLAB 7.0 Hybrid Programming" supporting source, please use the control books.)
- 2009-10-11 14:28:19下载
- 积分:1
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MATLAB-audio-AGC
MATLAB下的音频AGC实现 (MATLAB audio AGC )
- 2013-11-14 21:08:19下载
- 积分:1
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43
说明: matlab中的关于优化问题实验方面的例子和程序(matlab optimization problems in the experiments on the examples and procedures)
- 2010-10-14 18:49:48下载
- 积分:1
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PSO-tools-2011
PSO 仿真软件包, 设计各种粒子群算法,最优化算法。(Particle ,Filtering,simulator)
- 2014-10-15 07:37:17下载
- 积分:1
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__Calculus__One_and_Several_Variables
calculus several variables ebook..................................
- 2014-01-05 05:47:17下载
- 积分:1
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nn
说明: this is matlab program uses GRNN neural network tocontrol the speed of Linear induction Motor Drive, both m-file and simulink file are includd
- 2010-06-03 19:17:30下载
- 积分:1
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three_point_circle
一个三点画圆的程序。点三个点,然后根据这三个点画圆。(a 3:00 Circle procedures. Point 3, then under the three points Circle.)
- 2006-06-03 21:31:56下载
- 积分:1
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VC6_MATCOM_2
VC6和MATCOM来开发图像处理程序.pdf(VC6 and MATCOM to develop image processing procedures. Pdf)
- 2011-01-19 23:31:57下载
- 积分:1
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matlab_signal
分析该方波的傅里叶级数展开表达式,确定采样频率,生成需要处理的方波信号(matlab dealing with signal)
- 2014-10-19 22:08:52下载
- 积分:1