一种高效的零级进化方法,通过直接最小化来解决无轨密度函数理论问题
Ulises A Vergara-Beltran1, Juan I Rodríguez1,2
1Escuela Superior de Física y Matemáticas, Instituto Politécnico Nacional, Edificio 9, Zacatenco. Col. San Pedro Zacatenco, Ciudad de México CP 07738, México.
The Journal of chemical physics
|December 21, 2023
概括
一种新的微分演化 (DE) 方法优化了无轨密度函数理论 (OF-DFT) 的计算,而不需要函数导数. 这种方法准确地确定了原子基本状态的能量,与现有的方法相匹配.
科学领域:
- 计算化学的计算化学
- 量子力学就是量子力学.
- 材料科学 材料科学 材料科学
背景情况:
- 无轨密度函数理论 (OF-DFT) 为传统的DFT提供了一个计算效率高的替代方案.
- 能量功能的优化对于准确的OF-DFT预测至关重要.
- 现有的方法通常依赖于衍生信息,限制了适用性.
研究的目的:
- 为OF-DFT引入一种全新的全球优化方法.
- 为了证明差异演变 (DE) 方法在能源功能最小化方面的有效性.
- 为了使非可区分或非封闭形式函数的OF-DFT计算.
主要方法:
- 实现差异演化 (DE) 全球优化算法.
- 直接最小化原子基本状态能量的能量函数.
- 适用于所有电子的OF-DFT计算.
主要成果:
- 准确的基态能量获得了原子H到Ar的精度.
- 结果与使用牛顿-拉普森和信任区域方法建立的OF-DFT计算一致.
- 在没有导数的情况下,DE方法成功地将能量函数最小化.
结论:
- DE方法为OF-DFT提供了一个强大的,无衍生品的优化技术.
- 这种零顺序方法将OF-DFT的适用性扩展到更广泛的函数.
- 该方法促进了准确和高效的电子结构计算.
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