概括
确定临界温度 (T(*)) 显著提高模拟回火效率,以优化和反转. 一种新的数值方法迅速找到T(*),通过克服局部最小值和类似的能量状态来改善地震逆转.
科学领域:
- 地质物理学 地质物理学
- 计算物理 计算物理
- 优化优化 优化优化
背景情况:
- 模拟化对于优化和反转问题至关重要.
- 确定临界温度 (T(*)) 提高了模拟回火效率.
- 地震逆转面临着局部最小值和类似的能量状态等挑战.
研究的目的:
- 开发一种数值方法,以高效地准确确定T.
- 通过利用T(*) 知识来改善地震逆转.
- 构建地震逆转解决方案的后期概率分布.
主要方法:
- 开发了一种数值方法,用于快速确定T.
- 应用该方法从波场数据中恢复地震声速配置文件.
- 在T上生成试验解决方案,以构建概率分布.
主要成果:
- 这种新方法可以在缩短的计算时间内准确地确定T(*).
- 找到T ((*) 是具有成本效益的,利用了~80%的计算预算.
- 在T(*) 确定过程中发现了许多接近全球最小值的状态.
- 解决方案的后期概率分布已成功构造.
结论:
- 对于在复杂问题中高效的模拟回火,对T () 的了解至关重要.
- 开发的方法为地震逆转提供了一种具有成本效益的方法.
- 该方法提供了一种强大的方法来描述解决方案的不确定性.
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