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COMPUTATIONAL BIOLOGY USING MATLAB
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SIMULATE CONTROL OF MAGNETIZED TETRAHYMENA PYRIFORMIS CELLS
This sample assignment shows uniform magnetic field uses control-Lypunov function to steer all cells
to orbit goal positions
ODEsimSpirographPlot
function ODEsimSpirographPlot
% makes a pretty plot of many robots being driven by a constantly rotating
% magnetic field.
global freq vel a
set(0,'defaultaxesfontsize',14);
set(0,'defaulttextfontsize',14);
set(0,'DefaultTextInterpreter', 'latex')
format compact
clc
freq = 10; % as the frequency increases, the lines become straighter, but the differentiation
decreases)
vel = 0.7; %mm/s (Estimate by Yan Ou) 700 mum/s
tF = 10; %final time
%initial conditions for cells (x,t,theta)
[y,x] = meshgrid(1:2,1:4);
x = reshape(x,numel(x),1);
y = reshape(y,numel(y),1);
N = numel(x); %number of robots
a = linspace(4,11,N)'; % a values, should be between 3 and 10
th = 0*ones(N,1); % performance is very dependent on initial orientation for large amplitude
options = odeset('RelTol',1e-6,'AbsTol',1e-6 );
[T,Y] = ode45(@simPyriformis,[0 tF],[x;y;th],options);
%%%%%%%%%%%%%%%%%%%%%%% PLOTTING
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%draw path, cells
figure(1)
clf
c = distinguishable_colors(N);
for i = 1:N
s = plot(Y(1,i),Y(1,i+N),'x','color',c(i,:));
uistack(s,'bottom');
hold on
p = plot(Y(:,i),Y(:,i+N),'-','color',c(i,:));
uistack(p,'bottom');
text(Y(1,i),Y(1,i+N)-.2,['$a$ = ',num2str(a(i))],'HorizontalAlignment','center','Interpreter','latex')
end
axis equal
title({[num2str(N),' cells simulated for ',num2str(tF),' s'];},'Interpreter','latex');%['theta_M =
',num2str(Mag),'sin(',num2str(freq),'t)']});
xlabel('$x$ mm','Interpreter','latex')
ylabel('$y$ mm','Interpreter','latex')
for i = 1:N
drawCell(Y(end,i),Y(end,i+N),Y(end,i+2*N),a(i),0.05);
end
%fix the axis and xticks
set(gca, 'xtick',[-5:10],'ytick',[-5:10])
axis([-.5,4.5,.5,2.8])
%saveas(gcf,'../../pictures/pdf/SpiralsFromRotatingMagneticField.pdf')
format_ticks(gca,{'0','1','2','3','4'},{'1','2'},[0:4],[1:2],0,0,0.01);
xlabel({' ';'$x$ mm'},'Interpreter','latex')
ylabel({'$y$ mm';' '},'Interpreter','latex')
set(gcf,'PaperUnits','inches')
set(gcf,'papersize',[7,4])
set(gcf,'paperposition',[-.5,-.5,8,5])
print -dpdf '../../pictures/pdf/SpiralsFromRotatingMagneticField.pdf'
end
function dq = simPyriformis(t,q)
% simulates a differential equation model for the cells
% q = [x_coordinates; y_coordinates; theta_coordinates,
% magnetic_field_orientation]
global freq vel a
dq = zeros(size(q)); % a column vector for the change in state
N = (numel(q))/3; %number of robots
th = q(2*N+1:3*N); %current orientations of the cells
dq(1:N) = vel*cos(th);
dq(N+1:2*N) = vel*sin(th);
angDif = t*freq-th;
dq(2*N+1:3*N) = a.*sin(angDif);
end
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Computational Biology

  • 1. COMPUTATIONAL BIOLOGY USING MATLAB Our online Tutors are available 24*7 to provide Help with Computational Biology Homework/Assignment or a long term Graduate/Undergraduate Computational Biology Project. Our Tutors being experienced and proficient in Computational Biology ensure to provide high quality Computational Biology Homework Help. Upload your Computational Biology Assignment at ‘Submit Your Assignment’ button or email it to info@assignmentpedia.com. You can use our ‘Live Chat’ option to schedule an Online Tutoring session with our Computational Biology Tutors. SIMULATE CONTROL OF MAGNETIZED TETRAHYMENA PYRIFORMIS CELLS This sample assignment shows uniform magnetic field uses control-Lypunov function to steer all cells to orbit goal positions ODEsimSpirographPlot function ODEsimSpirographPlot % makes a pretty plot of many robots being driven by a constantly rotating % magnetic field. global freq vel a set(0,'defaultaxesfontsize',14); set(0,'defaulttextfontsize',14); set(0,'DefaultTextInterpreter', 'latex') format compact clc freq = 10; % as the frequency increases, the lines become straighter, but the differentiation decreases) vel = 0.7; %mm/s (Estimate by Yan Ou) 700 mum/s tF = 10; %final time %initial conditions for cells (x,t,theta) [y,x] = meshgrid(1:2,1:4); x = reshape(x,numel(x),1); y = reshape(y,numel(y),1); N = numel(x); %number of robots a = linspace(4,11,N)'; % a values, should be between 3 and 10 th = 0*ones(N,1); % performance is very dependent on initial orientation for large amplitude options = odeset('RelTol',1e-6,'AbsTol',1e-6 ); [T,Y] = ode45(@simPyriformis,[0 tF],[x;y;th],options); %%%%%%%%%%%%%%%%%%%%%%% PLOTTING %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %draw path, cells
  • 2. figure(1) clf c = distinguishable_colors(N); for i = 1:N s = plot(Y(1,i),Y(1,i+N),'x','color',c(i,:)); uistack(s,'bottom'); hold on p = plot(Y(:,i),Y(:,i+N),'-','color',c(i,:)); uistack(p,'bottom'); text(Y(1,i),Y(1,i+N)-.2,['$a$ = ',num2str(a(i))],'HorizontalAlignment','center','Interpreter','latex') end axis equal title({[num2str(N),' cells simulated for ',num2str(tF),' s'];},'Interpreter','latex');%['theta_M = ',num2str(Mag),'sin(',num2str(freq),'t)']}); xlabel('$x$ mm','Interpreter','latex') ylabel('$y$ mm','Interpreter','latex') for i = 1:N drawCell(Y(end,i),Y(end,i+N),Y(end,i+2*N),a(i),0.05); end %fix the axis and xticks set(gca, 'xtick',[-5:10],'ytick',[-5:10]) axis([-.5,4.5,.5,2.8]) %saveas(gcf,'../../pictures/pdf/SpiralsFromRotatingMagneticField.pdf') format_ticks(gca,{'0','1','2','3','4'},{'1','2'},[0:4],[1:2],0,0,0.01); xlabel({' ';'$x$ mm'},'Interpreter','latex') ylabel({'$y$ mm';' '},'Interpreter','latex') set(gcf,'PaperUnits','inches') set(gcf,'papersize',[7,4]) set(gcf,'paperposition',[-.5,-.5,8,5]) print -dpdf '../../pictures/pdf/SpiralsFromRotatingMagneticField.pdf' end function dq = simPyriformis(t,q) % simulates a differential equation model for the cells % q = [x_coordinates; y_coordinates; theta_coordinates, % magnetic_field_orientation] global freq vel a dq = zeros(size(q)); % a column vector for the change in state N = (numel(q))/3; %number of robots th = q(2*N+1:3*N); %current orientations of the cells
  • 3. dq(1:N) = vel*cos(th); dq(N+1:2*N) = vel*sin(th); angDif = t*freq-th; dq(2*N+1:3*N) = a.*sin(angDif); end visit us at www.assignmentpedia.com or email us at info@assignmentpedia.com or call us at +1 520 8371215