"基于主从博弈的城镇配电系统产消者竞价策略：代码解析与Matlab实现",基于主从博弈理论的城镇配电系统产消者竞价Matlab代码解析与实现,1029-基于主从博弈的新型城镇配电系统产消者竞价Matl
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"基于主从博弈的城镇配电系统产消者竞价策略：代码解析与Matlab实现",基于主从博弈理论的城镇配电系统产消者竞价Matlab代码解析与实现,1029-基于主从博弈的新型城镇配电系统产消者竞价Matlab代码参考资料《于主从博弈的新型城镇配电系统产消者竞价策略》产消者将多余的电能给配电网其他用户每个产消者都是独立且理性的个体，产消者相互之间形成竞争建立一种基于主从动态博弈理论的产消者非合作竞价双层模型代码逻辑清晰，注释详细本资源包含对文献的详细解读以及完整matlab代码复现,1029-主从博弈; 新型城镇配电系统; 产消者竞价; Matlab代码; 独立理性个体; 竞争关系; 动态博弈理论; 双层模型; 逻辑清晰; 注释详细,基于主从博弈的城镇配电系统产消者竞价Matlab代码 <link href="/image.php?url=https://csdnimg.cn/release/download_crawler_static/css/base.min.css" rel="stylesheet"/><link href="/image.php?url=https://csdnimg.cn/release/download_crawler_static/css/fancy.min.css" rel="stylesheet"/><link href="/image.php?url=https://csdnimg.cn/release/download_crawler_static/90372525/2/raw.css" rel="stylesheet"/><div id="sidebar" style="display: none"><div id="outline"></div></div><div class="pf w0 h0" data-page-no="1" id="pf1"><div class="pc pc1 w0 h0"><img alt="" class="bi x0 y0 w1 h1" src="/image.php?url=https://csdnimg.cn/release/download_crawler_static/90372525/bg1.jpg"/><div class="t m0 x1 h2 y1 ff1 fs0 fc0 sc0 ls0 ws0">**<span class="ff2">基于主从博弈的新型城镇配电系统产消者竞价策略的<span class="_ _0"> </span></span>Matlab<span class="_ _1"> </span><span class="ff2">代码实现</span>**</div><div class="t m0 x1 h2 y2 ff2 fs0 fc0 sc0 ls0 ws0">一<span class="ff3">、</span>引言</div><div class="t m0 x1 h2 y3 ff2 fs0 fc0 sc0 ls0 ws0">在新型城镇配电系统中<span class="ff4">，</span>产消者<span class="ff4">（<span class="ff1">Prosumers</span>）</span>将他们多余的电能卖给配电网中的其他用户已成为一</div><div class="t m0 x1 h2 y4 ff2 fs0 fc0 sc0 ls0 ws0">种趋势<span class="ff3">。</span>产消者作为独立且理性的个体<span class="ff4">，</span>他们之间形成了一种复杂的竞争关系<span class="ff3">。</span>为了更好地模拟这种</div><div class="t m0 x1 h2 y5 ff2 fs0 fc0 sc0 ls0 ws0">竞争关系<span class="ff4">，</span>本文将采用主从博弈理论来构建一个非合作竞价的双层模型<span class="ff4">，</span>并使用<span class="_ _0"> </span><span class="ff1">Matlab<span class="_ _1"> </span></span>进行代码实</div><div class="t m0 x1 h2 y6 ff2 fs0 fc0 sc0 ls0 ws0">现<span class="ff3">。</span></div><div class="t m0 x1 h2 y7 ff2 fs0 fc0 sc0 ls0 ws0">二<span class="ff3">、</span>模型构建</div><div class="t m0 x1 h2 y8 ff2 fs0 fc0 sc0 ls0 ws0">首先<span class="ff4">，</span>我们需要建立一个基于主从动态博弈理论的产消者非合作竞价双层模型<span class="ff3">。</span>在这个模型中<span class="ff4">，</span>每个</div><div class="t m0 x1 h2 y9 ff2 fs0 fc0 sc0 ls0 ws0">产消者都是独立的决策者<span class="ff4">，</span>他们根据自身的利益进行决策<span class="ff4">，</span>并与其他产消者进行竞争<span class="ff3">。</span>这种竞争关系</div><div class="t m0 x1 h2 ya ff2 fs0 fc0 sc0 ls0 ws0">通过主从博弈来描述<span class="ff4">，</span>即每个产消者的决策都会影响到其他产消者的利益<span class="ff3">。</span></div><div class="t m0 x1 h2 yb ff2 fs0 fc0 sc0 ls0 ws0">三<span class="ff3">、<span class="ff1">Matlab<span class="_ _1"> </span></span></span>代码实现</div><div class="t m0 x1 h2 yc ff2 fs0 fc0 sc0 ls0 ws0">以下是一个简化的<span class="_ _0"> </span><span class="ff1">Matlab<span class="_ _1"> </span></span>代码框架<span class="ff4">，</span>用于实现上述模型<span class="ff3">。</span>请注意<span class="ff4">，</span>这只是一个框架<span class="ff4">，</span>具体的参数和</div><div class="t m0 x1 h2 yd ff2 fs0 fc0 sc0 ls0 ws0">逻辑需要根据实际情况进行调整<span class="ff3">。</span></div><div class="t m0 x1 h3 ye ff1 fs0 fc0 sc0 ls0 ws0">```matlab</div><div class="t m0 x1 h2 yf ff1 fs0 fc0 sc0 ls0 ws0">% <span class="ff2">初始化参数</span></div><div class="t m0 x1 h2 y10 ff1 fs0 fc0 sc0 ls0 ws0">num_prosumers = 10; % <span class="ff2">产消者数量</span></div><div class="t m0 x1 h2 y11 ff1 fs0 fc0 sc0 ls0 ws0">energy_capacity = [...]; % <span class="ff2">每个产消者的电能容量</span></div><div class="t m0 x1 h2 y12 ff1 fs0 fc0 sc0 ls0 ws0">electricity_price = [...]; % <span class="ff2">电价信息</span></div><div class="t m0 x1 h2 y13 ff1 fs0 fc0 sc0 ls0 ws0">% ... <span class="ff2">其他必要的参数</span> ...</div><div class="t m0 x1 h2 y14 ff1 fs0 fc0 sc0 ls0 ws0">% <span class="ff2">主从博弈模型初始化</span></div><div class="t m0 x1 h2 y15 ff1 fs0 fc0 sc0 ls0 ws0">for iteration = 1:num_iterations % <span class="ff2">迭代次数</span></div><div class="t m0 x2 h2 y16 ff1 fs0 fc0 sc0 ls0 ws0">% <span class="ff2">每个产消者根据自身利益进行决策</span></div><div class="t m0 x2 h3 y17 ff1 fs0 fc0 sc0 ls0 ws0">for i = 1:num_prosumers</div><div class="t m0 x3 h2 y18 ff1 fs0 fc0 sc0 ls0 ws0">% <span class="ff2">根据产消者的电能容量和电价信息<span class="ff4">，</span>计算其竞价策略</span></div><div class="t m0 x3 h3 y19 ff1 fs0 fc0 sc0 ls0 ws0">prosumer_strategy = calculate_prosumer_strategy(i, </div><div class="t m0 x1 h3 y1a ff1 fs0 fc0 sc0 ls0 ws0">energy_capacity(i), electricity_price);</div><div class="t m0 x3 h2 y1b ff1 fs0 fc0 sc0 ls0 ws0">% <span class="ff2">将多余的电能卖给其他用户<span class="ff4">（</span>这里需要考虑到电网的拓扑结构和传输损耗<span class="ff4">）</span></span></div><div class="t m0 x3 h3 y1c ff1 fs0 fc0 sc0 ls0 ws0">sell_electricity(i, prosumer_strategy);</div><div class="t m0 x2 h3 y1d ff1 fs0 fc0 sc0 ls0 ws0">end</div><div class="t m0 x2 h2 y1e ff1 fs0 fc0 sc0 ls0 ws0">% <span class="ff2">更新电价信息和其他相关参数<span class="ff4">（</span>这一步通常在每次迭代后进行<span class="ff4">）</span></span></div><div class="t m0 x2 h3 y1f ff1 fs0 fc0 sc0 ls0 ws0">update_parameters();</div></div><div class="pi" data-data='{"ctm":[1.568627,0.000000,0.000000,1.568627,0.000000,0.000000]}'></div></div>