# 3. The Derivative from First Principles

In this section, we will differentiate a function from "first principles". This means we will start from scratch and use algebra to find a general expression for the slope of a curve, at any value *x* .

First principles is also known as "delta method", since many texts use Δ*x* (for "change in *x* ) and Δ*y* (for "change in *y* "). This makes the algebra appear more difficult, so here we use *h* for Δ*x* instead. We still call it "delta method".

NOTE

If you want to see how to find slopes (gradients) of tangents directly using derivatives, rather than from first principles, go to Tangents and Normals in the Applications of Differentiation chapter.

We wish to find an **algebraic method** to find the slope of *y* = *f* (*x* ) at *P*. to save doing the numerical substitutions that we saw in the last section (Slope of a Tangent to a Curve - Numerical Approach ).

We can approximate this value by taking a point somewhere near to *P* (*x*. *f* (*x* )), say *Q* (*x* + *h*. *f* (*x* + *h* )).

The value *g/h* is an approximation to the slope of the tangent which we require.

We can also write this slope as "(change in *y* ) / (change

in *x* )" or:

If we move *Q* closer and closer to *P*. the line *PQ* will get closer and closer to the tangent at *P* and so the slope of *PQ* gets closer to the slope that we want.

If we let *Q* go all the way to touch *P* (i.e. *h* = 0), then we would have the **exact** slope of the tangent.

Now, `g/h` can be written:

`g/h=(f(x+h)-f(x))/h`

So also, the slope *PQ* will be given by:

`=(Deltay)/(Deltax)`

`=(f(x+h)-f(x))/h`

But we require the slope **at** *P*. so we let *h* → 0 (that is let *h* approach 0), then in effect, *Q* will approach *P* and `g/h` will approach the required slope.

## The Slope of a Curve as a Derivative

Putting this together, we can write the slope of the tangent at *P* as:

This is called **differentiation from first principles,** (or the **delta method** ). It gives the instantaneous rate of change of *y* with respect to *x.*

This is equivalent to the following (where before we were using *h* for Δ*x* ):

You will also come across the following notation for delta method:

## Notation for the Derivative

Source: m.intmath.com

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