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📁 论文标题:自适应模糊系统在手写体数字识别中的应用研究作者:张镭作者专业:计算机软件人工智能导师姓名:黄战授予学位:硕士授予单位:暨南大学授予学位时间:19990501 论
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<p align="left">　　　　　　　　　目 录</p>
<img SRC="../../images/T.gif"><img SRC="../../images/nfolder.gif"><a href="y375779wz.pdf" target="mainFrame">文摘</a><br>
<img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y375779zye.pdf" target="mainFrame">英文文摘</a><br>
<img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790001.pdf" target="mainFrame">第一章绪言</a><br><%BOF%>
<img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out2" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790002.pdf" target="mainFrame">第二章前馈神经网络和模糊逻辑系统简介</a><br>
<div ID="Out2d">
<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out21" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790002.pdf" target="mainFrame">2.1前馈神经网络和BP算法</a><br>
<div ID="Out21d">
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790004.pdf" target="mainFrame">2.1.1 BP算法</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790005.pdf" target="mainFrame">2.1.2在手写体数字识别上的应用</a><br>
</div>
<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out22" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790006.pdf" target="mainFrame">2.2模糊逻辑系统和自适应模糊系统</a><br>
<div ID="Out22d">
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790007.pdf" target="mainFrame">2.2.1模糊逻辑系统</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790008.pdf" target="mainFrame">2.2.2自适应模糊系统</a><br>
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<img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out3" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790009.pdf" target="mainFrame">第三章适用于模式识别的自适应模糊系统</a><br>
<div ID="Out3d">
<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out31" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790009.pdf" target="mainFrame">3.1适于误差反传训练的自适应模糊分类器</a><br>
<div ID="Out31d">
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790011.pdf" target="mainFrame">3.1.1分类器的描述</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790015.pdf" target="mainFrame">3.1.2误差反向传播学习算法</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790019.pdf" target="mainFrame">3.1.3小结</a><br>
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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out32" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790019.pdf" target="mainFrame">3.2另一种自适应模糊分类器</a><br>
<div ID="Out32d">
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790021.pdf" target="mainFrame">3.2.1系统的构成</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790022.pdf" target="mainFrame">3.2.2表格查寻学习算法</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790023.pdf" target="mainFrame">3.2.3最近邻聚类学习算法</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790024.pdf" target="mainFrame">3.2.4小结</a><br>
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<img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out4" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790025.pdf" target="mainFrame">第四章在手写体数字识别问题上的实现</a><br>
<div ID="Out4d">
<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out41" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790025.pdf" target="mainFrame">4.1图象预处理和特征提取</a><br>
<div ID="Out41d">
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790027.pdf" target="mainFrame">4.1.1数字图象的预处理</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790028.pdf" target="mainFrame">4.1.2特征提取</a><br>
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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790029.pdf" target="mainFrame">4.2三层前馈网络分类器的实现</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out43" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790030.pdf" target="mainFrame">4.3自适应模糊系统分类器的实现</a><br>
<div ID="Out43d">
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790031.pdf" target="mainFrame">4.3.1误差反向传播学习算法的实现</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790036.pdf" target="mainFrame">4.3.2表格查寻学习算法的实现</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790041.pdf" target="mainFrame">4.3.3最近邻聚类学习算法的实现</a><br>
</div>
</div>
<img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out5" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790042.pdf" target="mainFrame">第五章仿真实验和讨论</a><br>
<div ID="Out5d">
<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out51" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790042.pdf" target="mainFrame">5.1仿真实验及结果讨论</a><br>
<div ID="Out51d">
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790044.pdf" target="mainFrame">5.1.1实验一：自适应模糊分类器改进前后的性能比较</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790045.pdf" target="mainFrame">5.1.2实验二：自适应模糊和神经网络分类器性能比较</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790046.pdf" target="mainFrame">5.1.3实验三：表格查寻算法训练的自适应模糊分类器</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790047.pdf" target="mainFrame">5.1.4实验四：最近邻聚类算法训练的自适应模糊分类器</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790048.pdf" target="mainFrame">5.1.5实验五：自适应模糊分类器利用专家信息前后性能变化</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790049.pdf" target="mainFrame">5.1.6实验六：自适应模糊和神经网络分类器的学习能力比较</a><br>
</div>
<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out52" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790049.pdf" target="mainFrame">5.2其它有关问题讨论</a><br>
<div ID="Out52d">
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790051.pdf" target="mainFrame">5.2.1增加拒识功能</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790052.pdf" target="mainFrame">5.2.2识别效果的分析</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790053.pdf" target="mainFrame">5.2.3计算复杂性的比较</a><br>
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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out53" CLASS="Outline" STYLE="cursor:hand"><a href="y3757790054.pdf" target="mainFrame">5.3各种算法的比较</a><br>
<div ID="Out53d">
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790055.pdf" target="mainFrame">5.3.1自适应模糊系统三种学习算法的比较</a><br>
<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790056.pdf" target="mainFrame">5.3.2自适应模糊系统与前馈神经网络的比较</a><br>
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<img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790057.pdf" target="mainFrame">结论和展望</a><br><%EOF%>
<img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790058.pdf" target="mainFrame">致谢</a><br>
<img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y3757790059.pdf" target="mainFrame">参考文献</a><br>
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