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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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Perceptron
shabake asabiPerceptron.m
- 2012-05-28 01:53:29下载
- 积分：1
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ED_using_IPOPT
基于IPOPT（内点法）求解电力系统经济调度问题，附有算例仿真测试。(The economic dispatch problem is solved by the IPOPT solver and a test system is used for verifying the effectiveness of the method.)
- 2020-07-04 10:00:01下载
- 积分：1
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min-spantree
Reduce the number of data points using a spanning tr(Reduce the number of data points using a spa nning tr)
- 2007-01-31 10:51:15下载
- 积分：1
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A1_6
mathews数值分析书的源代码，用matlab编写，第一章第六部分程序。(mathews numerical analysis of the book' s source code, using matlab, Chapter VI program.)
- 2011-10-20 10:20:52下载
- 积分：1
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GA
介绍的Sheffield工具箱书，有matlab例子(introduction of Sheffield genetic algorithm )
- 2013-05-07 15:48:35下载
- 积分：1
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ga
说明： 下面的程序是求多项式y=x^6-10x^5-26x^4+344x^3+193x^2-1846x-1680在区间[-8,8]的最小值，误差不超过0.001。对于这个复杂的多项式，可先用matlab绘制函数的大概曲线，确认函数的最小值大概处于[-8,8]之间，再用本程序求出精确解。 (The following procedure is a polynomial y = x ^ 6-10x ^ 5-26x ^ 4+344 x ^ 3+193 x ^ 2-1846x-1680 in the interval [-8,8] of the minimum error is not more than 0.001. This is a complex polynomial, can first draw function with matlab about curves, to confirm the function of the minimum are probably in [-8,8] range, and then find the exact solution of this program.)
- 2010-05-28 10:17:34下载
- 积分：1
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fengchang
大气扰动模型中的几种典型风场模型，可用于飞机建模中的干扰项(Several typical wind field model in the atmospheric disturbance model can be used for interference in aircraft modeling)
- 2012-07-06 09:48:51下载
- 积分：1
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cluster1
it is cluster1 matlab code
- 2013-10-06 06:11:06下载
- 积分：1
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Dcmodel
dc motor model in simulink
- 2013-12-20 14:20:57下载
- 积分：1
