进化动力学的Schrödinger方程

Q2 Physics and Astronomy Quantum Reports Pub Date : 2023-10-31 DOI:10.3390/quantum5040042
Vi D. Ao, Duy V. Tran, Kien T. Pham, Duc M. Nguyen, Huy D. Tran, Tuan K. Do, Van H. Do, Trung V. Phan
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引用次数: 1

摘要

我们建立了描述进化景观动力学的Fokker-Planck方程与表征量子力学粒子的Schrödinger方程之间的类比,表明具有多种遗传性状的群体在虚时间的多维能量势下类似于波函数的进化。此外,在这个类比中,我们发现景观上的平稳种群分布与基态波函数完全对应。这种数学上的等价性使我们能够使用量子力学社区开发的广泛的分析工具,如瑞利-里兹变分方法和Rayleigh-Schrödinger微扰理论,使我们不仅可以进行合理的定量评估,还可以探索基本的生物学问题。我们展示了这些工具的有效性,通过估算难以获得精确答案的景观上的种群成功,并揭示了应激诱导诱变的生态后果-致病和肿瘤系统中普遍存在的进化机制。我们表明,即使在不变的环境中,由压力引起的急剧突变爆发也总是有利的,而逐渐增加只会在相关进化性状数量有限的情况下增加种群规模。我们的跨学科方法提供了新颖的见解,为深入理解和预测进化种群的复杂动态开辟了新的途径。
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A Schrödinger Equation for Evolutionary Dynamics
We establish an analogy between the Fokker–Planck equation describing evolutionary landscape dynamics and the Schrödinger equation which characterizes quantum mechanical particles, showing that a population with multiple genetic traits evolves analogously to a wavefunction under a multi-dimensional energy potential in imaginary time. Furthermore, we discover within this analogy that the stationary population distribution on the landscape corresponds exactly to the ground-state wavefunction. This mathematical equivalence grants entry to a wide range of analytical tools developed by the quantum mechanics community, such as the Rayleigh–Ritz variational method and the Rayleigh–Schrödinger perturbation theory, allowing us not only the conduct of reasonable quantitative assessments but also exploration of fundamental biological inquiries. We demonstrate the effectiveness of these tools by estimating the population success on landscapes where precise answers are elusive, and unveiling the ecological consequences of stress-induced mutagenesis—a prevalent evolutionary mechanism in pathogenic and neoplastic systems. We show that, even in an unchanging environment, a sharp mutational burst resulting from stress can always be advantageous, while a gradual increase only enhances population size when the number of relevant evolving traits is limited. Our interdisciplinary approach offers novel insights, opening up new avenues for deeper understanding and predictive capability regarding the complex dynamics of evolving populations.
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来源期刊
Quantum Reports
Quantum Reports Physics and Astronomy-Physics and Astronomy (miscellaneous)
CiteScore
3.30
自引率
0.00%
发文量
33
审稿时长
10 weeks
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