My gamultiobj is not working but it works for the ga?
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I have a function that its single objective was optimized by using ga optimizer in MATLAB. Everything is working. Now, I would like to solve the same function for two objectives by using multi objective ga optimizer (gamultiobj). When I run it, I get this massage “Reference to non-existent field 'Best'.”. Not sure what is wrong. Can anyone help please.
%% The funcitont is wokring when I use ga==== This is just to show the difference with single and multi objective
function [objective] = Stochastic_Model_Function_TOP(x,Pi,Pa,LogG,d,lifetime,Demand,BasePrice,HighPrice,...
LowPrice,dis_rate_lamda,Geo,Wells_cost,Wells_rate,DStage,Operating_Fields,row)
options = optimoptions('ga','OutputFcn',@gaoutfunction,'UseParallel',true);
startTime = tic;
fun = @(x)Stochastic_Model_Function_TOP(x,Pi,Pa,LogNormal_G,d,lifetime,Demand,BasePrice,...
HighPrice,LowPrice,dis_rate_lamda,Geo,Wells_cost,Wells_rate,DStage,Operating_Fields,row);
time_ga_parallel = toc(startTime)
record = gaoutfunction();
gapopulationhistory = vertcat(record.Population);
gabesthistory = vertcat(record.Best);
gascorehistory = vertcat(record.Score);
The code below is not working and not sure why?
%% Now I would like to use on Stochastic_Model_Function_TOP so I fixed the function as the following
% inside the main funciton i added the objetives as below
[objective] = Stochastic_Model_Function_TOP(x,Pi,Pa,LogG,d,lifetime,Demand,BasePrice,HighPrice,...
LowPrice,dis_rate_lamda,Geo,Wells_cost,Wells_rate,DStage,Operating_Fields,row)
objective(1) = - expectedNPV;
objective(2) = sigma;
% now to optimize the funciton i added the below but it is not working.
options = optimoptions('gamultiobj','OutputFcn',@gaoutfunction,'UseParallel',true);
startTime = tic;
fun = @(x)Stochastic_Model_Function_TOP(x,Pi,Pa,LogNormal_G,d,lifetime,Demand,BasePrice,HighPrice,...
LowPrice,dis_rate_lamda,Geo,Wells_cost,Wells_rate,DStage,Operating_Fields,row);
time_ga_parallel = toc(startTime)
record = gaoutfunction();
gapopulationhistory = vertcat(record.Population);
gabesthistory = vertcat(record.Best);
gascorehistory = vertcat(record.Score);
2 Comments
Alan Weiss
on 3 May 2019
Please give the ENTIRE error message, everything in red. And give your gamultiobj call.
Alan Weiss
MATLAB mathematical toolbox documentation
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