ambiguous decision variables using GA
    2 views (last 30 days)
  
       Show older comments
    
hello
when i run my script i get weird values for x(1:2160) (i.e. all non-zero values are 10001) while the remaining integer x values x(2161:end) are either 0 or 1 (which is what i want). NOTE: i have ran this problem in intlinprog and i know the solution. I understand that ga does not function well with MIP however, my research adviser has requested this!
%Objective Function parameters
obj= xlsread('solver.xlsx','Parameters for OBJ','DN1:DN2180');
%Inequality Constraints
b1= xlsread('solver.xlsx','Parameters for CONST','J23:J38');
b2= xlsread('solver.xlsx','Parameters for CONST','L77:L96');
b3= xlsread('solver.xlsx','Parameters for CONST','L114:L133');
b4= xlsread('solver.xlsx','Parameters for CONST','J157');
b5= xlsread('solver.xlsx','Parameters for CONST','J161:J252');
b6= xlsread('solver.xlsx','Parameters for CONST','J263:J354');
b7= xlsread('solver.xlsx','Parameters for CONST','J364:J379');
b8=b3;
b9=-1*b5;
A1= xlsread('solver.xlsx','A matrix for matlab','c4:cex19');
A2= xlsread('solver.xlsx','A matrix for matlab','c32:cex51');
A3= xlsread('solver.xlsx','A matrix for matlab','c70:cex89');
A4= xlsread('solver.xlsx','A matrix for matlab','c106:cex106');
A5= xlsread('solver.xlsx','A matrix for matlab','c118:cex209');
A6= xlsread('solver.xlsx','A matrix for matlab','c223:cex314');
A7= xlsread('solver.xlsx','A matrix for matlab','c2813:cex2828');
A8=A3*-1;
A9=A5*-1;
b= [b1;b2;b3;b4;b5;b6;b7;b8;b9];
A= [A1;A2;A3;A4;A5;A6;A7;A8;A9];
%Boundaries
intcon =2161:2180;
lb = zeros(2180,1);
lb(round(1:2160));
ub = Inf(2180,1);
ub(2161:end)=1;
%GA Options
opts = optimoptions('ga','MaxStallGenerations',50,'FunctionTolerance',1e-10,...
    'MaxGenerations',600,'PlotFcn',@gaplotbestfun);
%GA
[O,GAT,exitflag2]=ga(@(x)dot(x,obj),2180,A,b,[],[],lb,ub,[],intcon,opts);
i would appreciate your insight and help.
thank you very much
Answers (0)
See Also
Categories
				Find more on Genetic Algorithm in Help Center and File Exchange
			
	Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!