Other
Human machine system answer of question with codes
- Course
- Institution
this is the code answer one of the questions present in assignment 1
[Show more]
Seller
Follow
melodyc
Content preview
Learning_const_per_participant=exprnd(1,20,1); %average(mu) is 1 and size is 20 by 1meaning 20 participants
Mean=100;%mean task completion time on Trial 1
Stand_dev=25; %standard deviation across participants on Trial 1 equals 25 s
Task_completion=zeros(20,20); %20 trials for 20 participants
Task_completion(:,1)=normrnd(Mean,Stand_dev,[20 1]); %gives the first task completion
times for each participant where mu=100 sigma=25
Task_completion_exp=zeros(20,20); %20 trials for 20 participants
Task_completion_exp(:,1)=normrnd(Mean,Stand_dev,[20 1]); %gives the first task
completion times for each participant where mu=100 sigma=25
for i=1:19
Task_completion(:,i+1)=Task_completion(:,i).*((i+1).^(-
1*Learning_const_per_participant(:)));
Task_completion_exp(:,i+1)=Task_completion_exp(:,i).*(exp((i+1).*(-
1*Learning_const_per_participant(:))));
end
figure(1)
for t=1:20
subplot(5,4,t)
plot(1:20,Task_completion(t,:))
number=num2str(t);
xlabel('Trials'); ylabel('Time(seconds)');title('Participant',number); xlim([1 20])
end
figure(2)
Mean_Task_completion=mean(Task_completion); %Mean of participants for each trial
Mean_Task_completion(1,1)=100;
plot(1:20,Mean_Task_completion(:))
xlabel('Trials'); ylabel('Time(seconds)');title('Average Learning Curve'); xlim([1 20])
figure(3)
plot(1:20,Mean_Task_completion(:),1:20,Task_completion(5,:))
xlabel('Trials'); ylabel('Time(seconds)');title('Average Learning Curve vs Random Individual
L.C.'); xlim([1 20])
legend('Average Learning Curve','Random Individual Learning
Curve','Location',"eastoutside")
figure(4)
plot(1:20,Task_completion(5,:),1:20,Task_completion_exp(5,:))
xlabel('Trials'); ylabel('Time(seconds)');title('RILC vs RIEC'); xlim([1 20])
legend('Random Individual Learning Curve(RILC)','Random Individual Exponential
Curve(RIEC)','Location',"eastoutside")
figure(5)
Mean_Task_completion_exp=mean(Task_completion_exp);
plot(1:20,Mean_Task_completion(:),1:20,Mean_Task_completion_exp(:))
xlabel('Trials'); ylabel('Time(seconds)');title('Mean Learning Curve vs Mean Exponential
Curve'); xlim([1 20])
legend('Mean Learning Curve','Mean Exponential Curve','Location',"eastoutside")
figure(6)
plot(1:20,Task_completion_exp(5,:),1:20,Mean_Task_completion_exp(:))
The benefits of buying summaries with Stuvia:
Guaranteed quality through customer reviews
Stuvia customers have reviewed more than 700,000 summaries. This how you know that you are buying the best documents.
Quick and easy check-out
You can quickly pay through credit card or Stuvia-credit for the summaries. There is no membership needed.
Focus on what matters
Your fellow students write the study notes themselves, which is why the documents are always reliable and up-to-date. This ensures you quickly get to the core!
Frequently asked questions
What do I get when I buy this document?
You get a PDF, available immediately after your purchase. The purchased document is accessible anytime, anywhere and indefinitely through your profile.
Satisfaction guarantee: how does it work?
Our satisfaction guarantee ensures that you always find a study document that suits you well. You fill out a form, and our customer service team takes care of the rest.
Who am I buying these notes from?
Stuvia is a marketplace, so you are not buying this document from us, but from seller melodyc. Stuvia facilitates payment to the seller.
Will I be stuck with a subscription?
No, you only buy these notes for $5.82. You're not tied to anything after your purchase.
Can Stuvia be trusted?
4.6 stars on Google & Trustpilot (+1000 reviews)
67474 documents were sold in the last 30 days
Founded in 2010, the go-to place to buy study notes for 14 years now