-  What's integration all about? Well, we usually start by going about calculating (signed) areas:
   
"dA" is called an "infinitesimal" -- it's a tiny chunk of area -- tinier than anything you know ("vanishingly small")! 
 
What's numerical integration all about? We do pretty much the same thing, only we have
   
where the  are small, but not vanishingly small. are small, but not vanishingly small.
 
	 
-  There are various schemes for numerical integration:
		
		-  Left Rectangular
		
-  Right Rectangular
		
-  Midpoint
		
-  Trapezoidal
		
-  Simpson's rule.
		
 Let's see what unifies and what distinguishes them.
 
-  Three of the rules are so called "rectangle rules" (LRR, RRR, Midpoint Rule); 
   
but as the image to the right (above) and the graphical insight on p. 415 show,
we can think of the Midpoint rule as being a "Tangent rule":
   
  
 
 
-  The Trapezoidal rule is really just the average of the LRR and RRRs. This gives rise to an important observation, which I want to encourage you to think about, and here it is:
 When you have two estimates, you have a third.
(their arithmetic average, in this case). 
 
  
 
 
-  Simpson's rule is a "blend" (or weighted average) of the Midpoint
and Trapezoidal rules, which perfectly balances the errors of the two
to generate a better rule:
	
	   
Notice that the number of subintervals in Simpson's rule must be even. 
 
Now we can go further:
 
 When you have two estimates, you have infinitely more.
(their weighted arithmetic averages).
 
  
 
     
 
-  Last time we tried a hand out which emphasizes this message. I'd like to revisit this
	
	-  Check midpoint calculation
	
-  Let's do the calculations by the formulas, for
		
	
-  Check that we get the same things using the averages
	
-  Calculate the true value of the integral, and compare to the
		approximations. What's surprising?  
	
 
 
-  Setting up your calculator for numerical integration
 
-  Examples:
	
 
-  Links: