Symbolic Software for Conservation Laws of Multi-Dimensional Continuous and Discrete Nonlinear Equations

多维连续和离散非线性方程守恒定律的符号软件

• 批准号: 0830783
• 负责人: Willy Hereman
• 金额: $ 25万
• 依托单位: Colorado School of Mines
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2008
• 资助国家: 美国
• 起止时间: 2008-09-01 至 2012-08-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0830783&HistoricalAwards=false
• 关键词: Symbolic; Software; Conservation; Laws; Multi

Symbolic Software for Conservation Laws of Multi-Dimensional Continuous and Discrete Nonlinear EquationsWilly Hereman and Michael ColagrossoAbstract The aim of the project is to create mathematical methods, algorithms, and symbolic software for the computation of conservation laws of nonlinear models from the applied sciences and engineering.Specifically, the research concerns nonlinear partial differential equations in multi-dimensions, nonlinear differential-difference equations and fully-discretized lattices.Using differential-geometric tools and techniques from the calculus of variations, the algorithms are straightforward to implement in computer algebra languages and the software will be easy to use by non-experts. Potential users are researchers concerned with conserved quantities andintegrability of nonlinear equations that arise in soliton theory, dynamical systems, control theory, and mathematical physics. In particular, the software will gain insight in reaction-diffusionmodels, population and molecular dynamics, nonlinear networks, and chemical reactions.In addition to its use in research, the software will serve as an educationaltool for courses in nonlinear wave phenomena in fluid dynamics, plasma physics, electrical circuits, quantum chemistry, bio-genetics, and nonlinear optics.An essential part of the project is the development of homotopy operatormethods to handle the needed integration and summation by parts on jet spaces.In view of their versatile applicability, fast algorithms and stand-alone packages will be developed for continuous and discrete homotopy operators.Adhering to a calculus-based approach, the generalization of the algorithms to integro-differential equations and delay differential equations will be pursued. New mathematical techniques are expected to come from these explorations in uncharted terrain.The research fosters collaboration between mathematicians and computerscientists, creating novel mathematics and quality software, as well asproducing students with good software engineering skills. The software development process, including design, development, and testing,combines the strengths of undergraduates, graduate students, and faculty. The comprehensive software packages are envisioned to have a wide impact with pure and applied mathematicians, physicists, engineers, and others interested in the analysis of nonlinear equations, enhancing the productivity of researchers in several domains.

多维连续和离散非线性方程守恒律的符号软件Willy Hereman和Michael Colagrosso摘要该项目的目的是创建数学方法，算法和符号软件，用于计算应用科学和工程中的非线性模型的守恒律。具体来说，研究涉及多维非线性偏微分方程，非线性微分差分方程和完全离散化的格。使用微分几何工具和变分法的技术，算法可以直接用计算机代数语言实现，软件也很容易被非专家使用。潜在的用户是研究人员关心的守恒量和可积性的非线性方程，出现在孤子理论，动力系统，控制理论和数学物理。特别是，该软件将深入了解反应扩散模型、种群和分子动力学、非线性网络和化学反应。除了在研究中的应用外，该软件还将作为流体动力学、等离子体物理学、电路、量子化学、生物遗传学、和非线性光学。该项目的一个重要组成部分是同伦算子方法的发展，以处理所需的积分和求和的部分喷流空间。鉴于其多方面的适用性，将为连续和离散同伦算子开发快速算法和独立软件包，坚持以微积分为基础的方法，将算法推广到积分微分方程和延迟微分方程。新的数学技术有望从这些未知领域的探索中产生。这项研究促进了数学家和计算机科学家之间的合作，创造了新颖的数学和高质量的软件，并培养了具有良好软件工程技能的学生。 软件开发过程，包括设计，开发和测试，结合了本科生，研究生和教师的优势。综合软件包的设想有广泛的影响与纯和应用数学家，物理学家，工程师，和其他感兴趣的非线性方程的分析，提高生产力的研究人员在几个领域。