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| One of the greatest difficulties of nonlinear problems is that it is not generally possible to combine known solutions into new solutions. In linear problems, for example, a family of linearly independent solutions can be used to construct general solutions through the superposition principle. A good example of this is one-dimensional heat transport with Dirichlet boundary conditions, the solution of which can be written as a time-dependent linear combination of sinusoids of differing frequencies; this makes solutions very flexible. It is often possible to find several very specific solutions to nonlinear equations, however the lack of a superposition principle prevents the construction of new solutions. | | One of the greatest difficulties of nonlinear problems is that it is not generally possible to combine known solutions into new solutions. In linear problems, for example, a family of linearly independent solutions can be used to construct general solutions through the superposition principle. A good example of this is one-dimensional heat transport with Dirichlet boundary conditions, the solution of which can be written as a time-dependent linear combination of sinusoids of differing frequencies; this makes solutions very flexible. It is often possible to find several very specific solutions to nonlinear equations, however the lack of a superposition principle prevents the construction of new solutions. |
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− | 非线性问题最大的困难之一是通常不可能将已知的解组合成新的解。例如,在线性问题中,可以根据叠加原理以一族线性独立的解构造通解。一个很好的例子是带有'''狄利克雷边界条件 Dirichlet Boundary Conditions'''的一维热传导问题,其解(随时间变化)可以写成不同频率的正弦波的线性组合,这使得解非常灵活。而对非线性方程,通常可以找到几个非常特殊的解,但是此时叠加原理不适用,故无法构造新的解。 | + | 非线性问题最大的困难之一是通常不可能将已知的解组合成新的解。例如,在线性问题中,可以根据叠加原理以一族线性独立的解构造通解。一个很好的例子是带有'''狄利克雷边界条件 Dirichlet Boundary Conditions'''的一维热传导问题,其解<font color='red'><s>(随时间变化)</s></font>可以写成<font color='blue'>(随时间变化)</font>不同频率的正弦波的线性组合,这使得解非常灵活。而对非线性方程,通常可以找到几个非常特殊的解,但是此时叠加原理不适用,故无法构造新的解。 |
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| First order ordinary differential equations are often exactly solvable by separation of variables, especially for autonomous equations. For example, the nonlinear equation | | First order ordinary differential equations are often exactly solvable by separation of variables, especially for autonomous equations. For example, the nonlinear equation |
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− | 一阶常微分方程,尤其是自治方程,通常可以用'''分离变量法 Separation of Variables'''来精确求解。例如,非线性方程
| + | 一阶常微分方程,尤其是自治(自主)方程,通常可以用'''分离变量法 Separation of Variables'''来精确求解。例如,非线性方程 |
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| <math>\frac{d u}{d x} = -u^2</math> | | <math>\frac{d u}{d x} = -u^2</math> |
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| Another common (though less mathematic) tactic, often seen in fluid and heat mechanics, is to use scale analysis to simplify a general, natural equation in a certain specific boundary value problem. For example, the (very) nonlinear Navier-Stokes equations can be simplified into one linear partial differential equation in the case of transient, laminar, one dimensional flow in a circular pipe; the scale analysis provides conditions under which the flow is laminar and one dimensional and also yields the simplified equation. | | Another common (though less mathematic) tactic, often seen in fluid and heat mechanics, is to use scale analysis to simplify a general, natural equation in a certain specific boundary value problem. For example, the (very) nonlinear Navier-Stokes equations can be simplified into one linear partial differential equation in the case of transient, laminar, one dimensional flow in a circular pipe; the scale analysis provides conditions under which the flow is laminar and one dimensional and also yields the simplified equation. |
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− | 另一个流体力学和热力学中常见的策略(虽然不是数学上的)是利用'''尺度分析 Scale Analysis'''来在某一特定边界条件下简化一般自然方程。例如,在描述圆管内一维层流的暂态时,非线性的纳维-斯托克斯方程可以简化为一个线性的偏微分方程; 尺度分析提供了层流和一维流动的条件,也产生了简化的方程。 | + | 另一个流体力学和热力学中常见的策略(虽然不是数学上的)是利用'''尺度分析 Scale Analysis'''来在某一特定边界条件下简化一般自然方程。例如,在描述圆管内一维层流的<font color='red'>暂态</font><font color='blue'> 瞬态 </font>时,非线性的纳维-斯托克斯方程可以简化为一个线性的偏微分方程; 尺度分析提供了层流和一维流动的条件,也产生了简化的方程。 |
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