How a well chosen change of variable turns Bernoulli equations into linear ones and equations of the form y' = F(y/x) into separable ones, and which solutions and domains need extra care along the way.
Many equations that are neither separable nor linear become one of those after a change of variable, the same way a hard integral becomes easy after the right substitution. The skill is to recognize the shape of the equation, pick the new unknown, and then translate the answer back without losing solutions that the substitution could not see.
Key terms
Bernoulli equation
Definition A Bernoulli equation is an equation of the form
y′+P(x)y=Q(x)yn,
where n is a real number and P and Q are continuous on an open interval I. For n=0 and n=1 it is already linear, so the interesting cases are n=0,1. When n is not an integer, yn is taken for y>0.
In plain words It is a linear equation spoiled by a single power of y on the right.
Example The equation y′+y=y2 is a Bernoulli equation with P=1, Q=1 and n=2. So is y′−x1y=xy with n=21, on x>0 and y>0.
Substitution to a linear equation
Definition Let n=0,1 and let y be a solution of the Bernoulli equation on an interval where y=0 (and y>0 when n is not an integer). Then v=y1−n satisfies the linear equation
v′+(1−n)P(x)v=(1−n)Q(x).
Conversely, a solution v of this linear equation with v>0 gives the solution y=v1/(1−n) of the Bernoulli equation, and when 1−n is an odd integer any nonzero v will do. When n is an odd integer, 1−n is even and y=−v1/(1−n) is a solution as well. The proof is one line, since v′=(1−n)y−ny′, and multiplying the Bernoulli equation by (1−n)y−n gives the equation for v.
In plain words Dividing by yn and renaming y1−n as a new unknown removes the nonlinear part. Then you use an integrating factor as usual.
Example Solve y′+y=y2. With n=2, v=y−1 satisfies v′−v=−1. The integrating factor e−x gives (e−xv)′=−e−x, so e−xv=e−x+C and v=1+Cex. Hence
The substitution cannot see the solution y=0, which has to be added to the family.
Homogeneous equations y’ = F(y/x)
Definition A first order equation is called homogeneous (in the sense of degree zero) if it can be written as
y′=F(xy)
with F continuous on an interval. For x=0, an equation y′=f(x,y) has this form exactly when f(tx,ty)=f(x,y) for all t=0, and then F(v)=f(1,v). On an interval where x=0, the substitution v=xy, that is y=vx and y′=v+xv′, turns it into the separable equation
xdxdv=F(v)−v.
In plain words If the right side only cares about the ratio xy, make that ratio the new unknown.
Example Solve y′=xyx2+y2 for x>0, y>0. Here F(v)=v1+v, so xv′=v1 and
∫vdv=∫xdx⟹2v2=lnx+C⟹y=x2lnx+2C,
valid where 2lnx+2C>0.
Not the same as a homogeneous linear equation
Definition The word homogeneous has two unrelated meanings. A linear equation y′+P(x)y=Q(x) is homogeneous when Q=0. An equation y′=f(x,y) is homogeneous of degree zero when f(tx,ty)=f(x,y). Neither property implies the other.
In plain words Check which meaning a problem intends. One is about a missing forcing term, the other is about depending only on xy.
Example The equation y′+xy=0 is a homogeneous linear equation, but f(x,y)=−xy gives f(tx,ty)=−t2xy, so it is not of the form F(xy). The equation y′=1+xy is of the form F(xy), yet as a linear equation y′−x1y=1 it is nonhomogeneous.
Scaling substitutions
Definition A scaling substitution replaces the variables by constant multiples, x=αs and y=βu with α,β=0. Then dxdy=αβdsdu, so y′=f(x,y) becomes
dsdu=βαf(αs,βu).
Choosing α and β well removes constants from the equation. Degree zero homogeneity is exactly the statement that y′=f(x,y) does not change under the scaling x=ts, y=tu, which is why v=xy works. The same idea goes further. Suppose the equation does not change under x=ts, y=tmu for some fixed power m and every t>0, which means f(tx,tmy)=tm−1f(x,y). Then on x>0 the substitution y=vxm turns it into the separable equation
xdxdv=f(1,v)−mv.
In plain words Measure x and y in better units and the equation loses its clutter. Fewer constants make the behavior easier to see.
Example For y′=3y−6y2, put y=2u and x=3s, so α=31 and β=21. Then
dsdu=32(23u−46u2)=u−u2,
an equation with no parameters at all.
Domains and equilibrium solutions
Definition A substitution is valid only where it is defined and can be inverted. The substitution v=y1−n needs y=0 (and y>0 for noninteger n), and v=xy needs x=0. Solutions outside these sets must be found separately. In particular, for n>0 the function y=0 solves every Bernoulli equation, and for y′=F(xy) every root v0 of F(v0)=v0 gives the line y=v0x, which separation of xv′=F(v)−v discards.
In plain words Each step that divides or takes a power has a blind spot. List the blind spots before you start and check them at the end.
Example Solve y′=x2xy+y2 for x>0. Here F(v)=v+v2, so xv′=v2. The root v=0 gives the solution y=0. For v=0,
−v1=lnx+C⟹y=−lnx+Cx,
valid on each interval of x>0 where lnx=−C. The answer is this family together with y=0, which no value of C produces.
Check yourself
Which substitution turns y′+x2y=x2y3 into a linear equation, and what is that equation?
Show the answer
Here n=3, so v=y−2. The linear equation is v′−x4v=−2x2.
Solve y′=xy+1 for x>0 with the substitution v=xy.
Show the answer
Substituting y=vx gives v+xv′=v+1, so v′=x1 and v=lnx+C. Hence y=xlnx+Cx.
Is y′=x−yx+y homogeneous of degree zero, and what substitution does it suggest?
Show the answer
Yes, f(tx,ty)=t(x−y)t(x+y)=f(x,y), and dividing top and bottom by x gives F(v)=1−v1+v. Use y=vx on an interval with x=0.
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