https://terms-en.ai-term-hub.com/zh/tags/heuristics/Recent content in Heuristics on 中文AI术语词典Hugozh-cnSat, 18 Jul 2026 11:44:45 +0000https://terms-en.ai-term-hub.com/zh/terms/incremental_heuristic_search/Sat, 18 Jul 2026 11:22:14 +0000https://terms-en.ai-term-hub.com/zh/terms/incremental_heuristic_search/<h2 id="definition">Definition</h2> <p>增量启发式搜索指的是通过启发式算法引导，逐步细化候选解的算法，这些启发式算法估计到达目标所需的成本。与穷举搜索不同，这些方法&hellip;</p> <h3 id="summary">Summary</h3> <p>一种搜索策略，利用启发式指导逐步改进解的估计，而不是探索整个状态空间。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>启发式方法</li> <li>局部搜索</li> <li>优化</li> <li>状态空间</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>物流中的路线规划</li> <li>调度问题</li> <li>约束满足任务</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/hill-climbing-%E7%88%AC%E5%B1%B1%E7%AE%97%E6%B3%95/">Hill Climbing (爬山算法)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/simulated-annealing-%E6%A8%A1%E6%8B%9F%E9%80%80%E7%81%AB/">Simulated Annealing (模拟退火)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/a-search-a-%E6%90%9C%E7%B4%A2/">A* Search (A* 搜索)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/metaheuristics-%E5%85%83%E5%90%AF%E5%8F%91%E5%BC%8F%E7%AE%97%E6%B3%95/">Metaheuristics (元启发式算法)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/extremal_optimization/Sat, 18 Jul 2026 11:16:49 +0000https://terms-en.ai-term-hub.com/zh/terms/extremal_optimization/<h2 id="definition">Definition</h2> <p>与维持种群的遗传算法不同，EO作用于单个解。它识别对整体适应度贡献最小的组件，并用随机替代方案替换它。</p> <h3 id="summary">Summary</h3> <p>极值优化是一种受自组织临界性启发的启发式搜索算法，旨在通过迭代移除表现最差的组件来解决组合优化问题。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>启发式搜索</li> <li>组合优化</li> <li>自组织临界性</li> <li>局部改进</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>图划分问题</li> <li>计算集群中的任务调度</li> <li>优化网络路由路径</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E9%81%97%E4%BC%A0%E7%AE%97%E6%B3%95/">遗传算法</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E6%A8%A1%E6%8B%9F%E9%80%80%E7%81%AB/">模拟退火</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E7%B2%92%E5%AD%90%E7%BE%A4%E4%BC%98%E5%8C%96/">粒子群优化</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E5%85%83%E5%90%AF%E5%8F%91%E5%BC%8F%E7%AE%97%E6%B3%95/">元启发式算法</a></li> </ul>