
Database System Concepts
7th Edition
ISBN: 9780078022159
Author: Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher: McGraw-Hill Education
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I need help with my MATLAB script, as I don't understand how to correct the error message that I'm getting.
The error message is:
>> BioOpsA1cgptAttempt1
Unrecognized function or variable 'FluorLifeTime_Data01'.
Error in BioOpsA1cgptAttempt1 (line 5)
Taxis = FluorLifeTime_Data01(:, 1);
My script is given below:
% a. Load the dataset
load("FluorLifeTime_Data01.mat");
% b. Extract photon arrival times and fluorescence photon counts
Taxis = FluorLifeTime_Data01(:, 1);
FCounts = FluorLifeTime_Data01(:, 2);
% Initial guess for parameters
initial_params = [1, 1];
% Call fminsearch to optimize the model
optimal_params = fminsearch(@(params) FLmodel(params, Taxis, FCounts), initial_params);
% Extract optimized parameters
A_opt = optimal_params(1);
tau_opt = optimal_params(2);
fprintf('Optimized Parameters: A = %.2f, tau = %.2f\n', A_opt, tau_opt);
% Create a time vector for the fitted curve
T_fit = linspace(min(Taxis), max(Taxis), 1000);
% Generate the fitted curve using optimized parameters
F_fit = A_opt * exp(-T_fit / tau_opt);
% Create a figure
figure;
% Subplot 1: Raw data and fitted curve
subplot(2, 1, 1);
plot(Taxis, FCounts, 'bo', T_fit, F_fit, 'r-', 'LineWidth', 2);
xlabel('Time (Taxis)');
ylabel('Fluorescence Counts');
title('Raw Data and Fitted Curve');
% Subplot 2: Residuals
subplot(2, 1, 2);
residuals = FCounts - A_opt * exp(-Taxis / tau_opt);
plot(Taxis, residuals, 'ko');
xlabel('Time (Taxis)');
ylabel('Residuals');
title('Residuals');
% Adjust subplot spacing
subplot(2, 1, 1);
As well as the function script:
function error = FLmodel(params, Taxis, FCounts)
% Extract model parameters
A = params(1);
tau = params(2);
% Model function
model = A * exp(-Taxis / tau);
% Calculate error (objective function)
error = sum((model - FCounts).^2);
end
I have the .mat file in multiple places in my files, so I don't know why its having trouble. Is it a syntax mistake; is my matlab not loading files properly? Thank you in advance!
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