607 lines
12 KiB
Vue
607 lines
12 KiB
Vue
<template>
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<div class="greedy-thinking-demo">
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<div class="demo-header">
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<span class="title">贪心算法:每步都选当前最优</span>
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<span class="subtitle">局部最优 → 全局最优?</span>
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</div>
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<div class="core-idea">
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<div class="idea-box">
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<div class="idea-text">
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贪心算法在每一步选择中都采取当前状态下<strong>最优</strong>的选择<br />
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希望通过一系列局部最优选择达到<strong>全局最优</strong>
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</div>
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</div>
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</div>
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<div class="scenario-selector">
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<div class="selector-title">经典问题</div>
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<div class="scenario-buttons">
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<button
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v-for="scenario in scenarios"
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:key="scenario.id"
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:class="['scenario-btn', { active: activeScenario === scenario.id }]"
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@click="activeScenario = scenario.id"
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>
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{{ scenario.icon }} {{ scenario.name }}
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</button>
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</div>
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</div>
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<!-- 找零钱问题 -->
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<div v-if="activeScenario === 'change'" class="scenario-content">
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<div class="content-title">找零钱问题</div>
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<div class="change-demo">
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<div class="change-amount">
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需要找零:<span class="amount">{{ changeAmount }}</span> 元
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</div>
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<div class="change-process">
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<div
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v-for="(step, index) in changeSteps"
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:key="index"
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class="process-step"
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>
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<div class="step-coin">{{ step.coin }}</div>
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<div class="step-text">× {{ step.count }} = {{ step.value }}元</div>
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</div>
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</div>
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<div class="change-result">
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共需要 <strong>{{ totalCoins }}</strong> 个硬币
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</div>
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</div>
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<div class="scenario-note">
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✓ 贪心策略:每次选择面值最大的硬币<br />
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✓ 适用于人民币、美元等货币系统
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</div>
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</div>
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<!-- 活动选择问题 -->
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<div v-if="activeScenario === 'activity'" class="scenario-content">
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<div class="content-title">活动选择问题</div>
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<div class="activity-demo">
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<div class="activities-list">
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<div
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v-for="(activity, index) in activities"
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:key="index"
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:class="[
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'activity-item',
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{ selected: activity.selected, conflicting: activity.conflicting }
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]"
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>
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<div class="activity-time">
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{{ activity.start }} - {{ activity.end }}
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</div>
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<div class="activity-name">{{ activity.name }}</div>
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</div>
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</div>
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<div class="activity-rule">
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贪心策略:<strong>选择最早结束</strong>的活动
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</div>
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<div class="activity-result">
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最多可以参加 <strong>{{ selectedCount }}</strong> 个活动
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</div>
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</div>
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</div>
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<!-- 最短路径 -->
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<div v-if="activeScenario === 'shortest'" class="scenario-content">
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<div class="content-title">最短路径问题 (Dijkstra)</div>
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<div class="shortest-demo">
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<div class="path-graph">
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<div class="graph-nodes">
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<div class="node start">A(起点)</div>
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<div class="node">B</div>
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<div class="node">C</div>
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<div class="node">D</div>
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<div class="node end">E(终点)</div>
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</div>
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<div class="graph-edges">
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<div class="edge">A-B: 4</div>
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<div class="edge">A-C: 2</div>
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<div class="edge">B-D: 3</div>
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<div class="edge">C-D: 1</div>
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<div class="edge">C-E: 5</div>
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<div class="edge">D-E: 2</div>
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</div>
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</div>
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<div class="path-result">
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<div class="result-step">从 A 出发,选择距离最近的节点</div>
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<div class="result-path">A → C → D → E</div>
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<div class="result-distance">总距离:2 + 1 + 2 = 5</div>
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</div>
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</div>
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</div>
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<!-- 贪心 vs 动态规划 -->
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<div class="comparison">
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<div class="comparison-title">贪心 vs 动态规划</div>
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<div class="comparison-table">
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<table>
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<thead>
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<tr>
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<th>特点</th>
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<th>贪心算法</th>
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<th>动态规划</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>决策方式</td>
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<td>每步选当前最优</td>
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<td>考虑所有可能,选最优</td>
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</tr>
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<tr>
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<td>最优性</td>
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<td>可能不是全局最优</td>
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<td>保证全局最优</td>
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</tr>
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<tr>
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<td>时间复杂度</td>
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<td>O(n) 或 O(n log n)</td>
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<td>O(n²) 或更高</td>
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</tr>
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<tr>
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<td>适用场景</td>
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<td>局部最优 → 全局最优</td>
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<td>重叠子问题</td>
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</tr>
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</tbody>
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</table>
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</div>
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</div>
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<!-- 优缺点 -->
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<div class="pros-cons">
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<div class="pros-column">
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<div class="column-title">✓ 优点</div>
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<ul>
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<li>实现简单</li>
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<li>效率高</li>
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<li>空间复杂度低</li>
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</ul>
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</div>
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<div class="cons-column">
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<div class="column-title">✗ 缺点</div>
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<ul>
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<li>不保证全局最优</li>
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<li>适用范围有限</li>
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<li>需要证明最优性</li>
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</ul>
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</div>
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</div>
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</div>
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</template>
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<script setup>
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import { ref, computed } from 'vue'
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const activeScenario = ref('change')
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const scenarios = [
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{ id: 'change', name: '找零钱', icon: '💰' },
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{ id: 'activity', name: '活动选择', icon: '📅' },
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{ id: 'shortest', name: '最短路径', icon: '🗺️' }
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]
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const changeAmount = ref(37)
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const changeSteps = [
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{ coin: '20元', count: 1, value: 20 },
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{ coin: '10元', count: 1, value: 10 },
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{ coin: '5元', count: 1, value: 5 },
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{ coin: '1元', count: 2, value: 2 }
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]
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const totalCoins = computed(() =>
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changeSteps.reduce((sum, step) => sum + step.count, 0)
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)
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const activities = [
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{
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start: '9:00',
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end: '10:00',
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name: '活动1',
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selected: true,
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conflicting: false
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},
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{
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start: '9:30',
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end: '11:30',
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name: '活动2',
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selected: false,
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conflicting: true
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},
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{
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start: '10:00',
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end: '11:00',
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name: '活动3',
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selected: true,
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conflicting: false
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},
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{
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start: '10:30',
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end: '12:00',
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name: '活动4',
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selected: false,
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conflicting: true
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},
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{
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start: '11:00',
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end: '12:00',
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name: '活动5',
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selected: true,
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conflicting: false
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}
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]
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const selectedCount = computed(
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() => activities.filter((a) => a.selected).length
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)
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</script>
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<style scoped>
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.greedy-thinking-demo {
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border: 1px solid var(--vp-c-divider);
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background: var(--vp-c-bg-soft);
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border-radius: 12px;
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padding: 1.5rem;
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margin: 1.5rem 0;
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}
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.demo-header {
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display: flex;
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align-items: center;
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gap: 0.5rem;
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margin-bottom: 1.5rem;
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}
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.demo-header .title {
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font-weight: 700;
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font-size: 1.1rem;
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}
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.demo-header .subtitle {
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color: var(--vp-c-text-2);
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font-size: 0.9rem;
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}
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.core-idea {
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margin-bottom: 2rem;
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}
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.idea-box {
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display: flex;
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gap: 1rem;
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padding: 1.25rem;
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background: var(--vp-c-bg);
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border-left: 4px solid var(--vp-c-brand);
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border-radius: 6px;
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}
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.idea-icon {
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font-size: 2rem;
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flex-shrink: 0;
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}
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.idea-text {
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font-size: 0.95rem;
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line-height: 1.8;
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}
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.scenario-selector {
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margin-bottom: 2rem;
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}
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.selector-title {
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font-weight: 600;
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font-size: 1rem;
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margin-bottom: 0.75rem;
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color: var(--vp-c-brand);
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}
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.scenario-buttons {
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display: flex;
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gap: 0.75rem;
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flex-wrap: wrap;
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}
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.scenario-btn {
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padding: 0.6rem 1rem;
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background: var(--vp-c-bg);
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border: 2px solid var(--vp-c-divider);
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border-radius: 6px;
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cursor: pointer;
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font-size: 0.9rem;
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transition: all 0.3s;
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}
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.scenario-btn:hover {
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border-color: var(--vp-c-brand);
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}
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.scenario-btn.active {
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background: var(--vp-c-brand);
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border-color: var(--vp-c-brand);
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color: white;
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}
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.scenario-content {
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background: var(--vp-c-bg);
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border: 1px solid var(--vp-c-divider);
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border-radius: 8px;
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padding: 1.5rem;
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margin-bottom: 2rem;
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}
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.content-title {
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font-weight: 600;
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font-size: 1rem;
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margin-bottom: 1.5rem;
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text-align: center;
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color: var(--vp-c-brand);
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}
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.change-demo {
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text-align: center;
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}
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.change-amount {
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font-size: 1.1rem;
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margin-bottom: 1.5rem;
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}
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.amount {
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color: var(--vp-c-brand);
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font-weight: 700;
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font-size: 1.3rem;
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}
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.change-process {
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display: flex;
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justify-content: center;
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gap: 1rem;
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margin-bottom: 1.5rem;
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flex-wrap: wrap;
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}
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.process-step {
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text-align: center;
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padding: 0.75rem;
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background: var(--vp-c-bg-soft);
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border: 1px solid var(--vp-c-divider);
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border-radius: 6px;
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}
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.step-coin {
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font-size: 1.2rem;
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font-weight: 600;
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color: var(--vp-c-brand);
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margin-bottom: 0.35rem;
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}
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.step-text {
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font-size: 0.85rem;
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color: var(--vp-c-text-2);
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}
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.change-result {
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font-size: 1rem;
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padding: 0.75rem;
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background: rgba(16, 185, 129, 0.1);
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border: 1px solid #10b981;
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border-radius: 6px;
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}
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.scenario-note {
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margin-top: 1rem;
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padding: 0.75rem;
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background: var(--vp-c-bg-soft);
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border-radius: 6px;
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font-size: 0.85rem;
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line-height: 1.6;
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}
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.activities-list {
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display: flex;
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flex-direction: column;
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gap: 0.75rem;
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margin-bottom: 1.5rem;
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}
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.activity-item {
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display: flex;
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gap: 1rem;
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padding: 0.75rem;
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border: 1px solid var(--vp-c-divider);
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border-radius: 6px;
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}
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.activity-item.selected {
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background: rgba(16, 185, 129, 0.1);
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border-color: #10b981;
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}
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.activity-item.conflicting {
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opacity: 0.5;
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}
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.activity-time {
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font-family: 'Courier New', monospace;
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font-weight: 600;
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flex-shrink: 0;
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}
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.activity-name {
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flex: 1;
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}
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.activity-rule {
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text-align: center;
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padding: 0.75rem;
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background: var(--vp-c-bg-soft);
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border-radius: 6px;
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margin-bottom: 1rem;
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font-size: 0.9rem;
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}
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.activity-result {
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text-align: center;
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font-size: 1rem;
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}
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.shortest-demo {
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display: grid;
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grid-template-columns: 1fr 1fr;
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gap: 2rem;
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}
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@media (max-width: 768px) {
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.shortest-demo {
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grid-template-columns: 1fr;
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}
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}
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.path-graph {
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background: var(--vp-c-bg-soft);
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border-radius: 6px;
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padding: 1rem;
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}
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.graph-nodes {
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display: flex;
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justify-content: space-around;
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margin-bottom: 1rem;
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}
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.node {
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padding: 0.5rem 0.75rem;
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background: var(--vp-c-bg);
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border: 1px solid var(--vp-c-divider);
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border-radius: 6px;
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font-size: 0.85rem;
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}
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.node.start {
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background: rgba(16, 185, 129, 0.1);
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border-color: #10b981;
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font-weight: 600;
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}
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.node.end {
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background: rgba(59, 130, 246, 0.1);
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border-color: #3b82f6;
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font-weight: 600;
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}
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.graph-edges {
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display: flex;
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flex-direction: column;
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gap: 0.5rem;
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}
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.edge {
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font-size: 0.8rem;
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color: var(--vp-c-text-2);
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text-align: center;
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}
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.path-result {
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display: flex;
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flex-direction: column;
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gap: 0.75rem;
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}
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.result-step {
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font-size: 0.9rem;
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color: var(--vp-c-text-2);
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}
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.result-path {
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font-size: 1.1rem;
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font-weight: 600;
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color: var(--vp-c-brand);
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text-align: center;
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}
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.result-distance {
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text-align: center;
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font-size: 0.95rem;
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}
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.comparison {
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margin-bottom: 2rem;
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}
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.comparison-title {
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font-weight: 600;
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font-size: 1rem;
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margin-bottom: 1rem;
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color: var(--vp-c-brand);
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}
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.comparison-table table {
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width: 100%;
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border-collapse: collapse;
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}
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.comparison-table th {
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background: var(--vp-c-brand);
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color: white;
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padding: 0.75rem;
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text-align: center;
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font-size: 0.85rem;
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}
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.comparison-table td {
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padding: 0.75rem;
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border: 1px solid var(--vp-c-divider);
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text-align: center;
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font-size: 0.85rem;
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}
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.pros-cons {
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display: grid;
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grid-template-columns: 1fr 1fr;
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gap: 1.5rem;
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}
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@media (max-width: 768px) {
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.pros-cons {
|
||
grid-template-columns: 1fr;
|
||
}
|
||
}
|
||
|
||
.pros-column,
|
||
.cons-column {
|
||
padding: 1.25rem;
|
||
border-radius: 8px;
|
||
}
|
||
|
||
.pros-column {
|
||
background: rgba(16, 185, 129, 0.1);
|
||
border: 1px solid #10b981;
|
||
}
|
||
|
||
.cons-column {
|
||
background: rgba(239, 68, 68, 0.1);
|
||
border: 1px solid #ef4444;
|
||
}
|
||
|
||
.column-title {
|
||
font-weight: 600;
|
||
font-size: 1rem;
|
||
margin-bottom: 1rem;
|
||
}
|
||
|
||
.pros-column ul,
|
||
.cons-column ul {
|
||
margin: 0;
|
||
padding-left: 1.25rem;
|
||
}
|
||
|
||
.pros-column li,
|
||
.cons-column li {
|
||
font-size: 0.9rem;
|
||
line-height: 1.8;
|
||
}
|
||
</style>
|