How can I plot a conditional function?

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I am trying to combine logarithmic (BH2) and polynomial (BH1) trendlines into a blended trendline (BH3) that passes through the origin. My current code plots BH3 for the final condition for all t. Please could someone offer corrected code? Here are functions and problematic code is below. Many thanks in advance.
  • BH1: y = 7.1851*ln(t)-2.62
  • BH2: y = -0.06*t^2+2.185*t
  • BH3: 0<t<=3.07 y= BH2 3.07<t<=7.92 y= 0.67*BH2+0.33*BH1 t>7.92 y= 0.5*BH1+0.5*BH2
t = 0:0.5:30; %define time vector
BH1 = 7.81*log(t)-2.625; %define logarithmic trend
BH2 = -0.06*t.^2+2.19*t; %define polynomial trend
%now define combination of trends
if t <= 3.07 %force through origin
BH3 = BH2;
elseif 3.07 < t <= 7.92; %intial blend
BH3 = 0.67*BH2 + 0.33*BH1;
else %equal blend
BH3 = 0.5*BH2 + 0.5*BH1;
end
plot(t,BH1,'r',t,BH2,'r',t,BH3,'b');

Accepted Answer

Andrei Bobrov
Andrei Bobrov on 2 Mar 2015
Edited: Andrei Bobrov on 3 Mar 2015
t2 = 3.07 < t & t <= 7.92; % EDIT
t3 = t > 7.92;
BH3 = BH2;
BH3(t2) = BH3(t2)*.67 + BH1(t2)*.33;
BH3(t3) = BH3(t3)*.5 + BH1(t3)*.5;
  2 Comments
Duncan Cameron
Duncan Cameron on 2 Mar 2015
Thank you for your quick response. After making some changes (BH3 should be BH2 lines 4&5) to the code (see below) I am getting the following plot. There is clearly something wrong as the red line should be identical to the green line for 0 < t <= 3.07.
Can you identify the problem? Code:
t1 = t < 3.07;
t2 = 3.07 < t <= 7.92;
t3 = t > 7.92;
BH3(t1) = BH2(t1);
BH3(t2) = BH2(t2)*.67 + BH1(t2)*.33;
BH3(t3) = BH2(t3)*.5 + BH1(t3)*.5;
plot(t,BH1,'b',t,BH2,'g',t,BH3,'r');

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More Answers (1)

Adam
Adam on 2 Mar 2015
BH3( t <= 3.07 ) = BH2;
blendIndices = 3.07 < t && t <= 7.92;
BH3( blendIndices ) = 0.67 * BH2( blendIndices ) + 0.33 * BH1( blendIndices );
BH3( t > 7.92 ) = 0.5 * BH2( t > 7.92 ) + 0.5 * BH1( t > 7.92 );
should work I think though I wrote that off my head without testing it on command line. Hopefully you get the idea though.
t is a vector of values so you can't test it in an if statement in the way you are because the statement
t <= 3.07
is actually a logical vector of the same length as t, not a single value that can be tested for an if statement. The above solution uses logical indexing to achieve what I think you want to achieve.
  2 Comments
Duncan Cameron
Duncan Cameron on 2 Mar 2015
Thanks for your quick response. Unfortunately Matlab has returned an error, following correction of one error I am not sure how to proceed with this one below.
BH3( t <= 3.07 ) = BH2( t <= 3.07 );
blendIndices = 3.07 < t && t <= 7.92;
BH3( blendIndices ) = 0.67 * BH2( blendIndices ) + 0.33 * BH1( blendIndices );
BH3( t > 7.92 ) = 0.5 * BH2( t > 7.92 ) + 0.5 * BH1( t > 7.92 );
Operands to the and && operators must be convertible to logical scalar values.
Error in Trends (line 8) blendIndices = 3.07 < t && t <= 7.92;

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