Updating the JEInterface Matlab code
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@ -3,19 +3,18 @@ function int = JEInterface(fhandle, range, varargin)
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% JEInterface(interfaceName, fhandle, range)
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% JEInterface(interfaceName, fhandle, range, defaultargs)
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% JEInterface(interfaceName, fhandle, range, defaultargs, options...)
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% arguments:
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%
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% Arguments:
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% fhandle: a function handle defining the optimization target.
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% range: a 2 x dim array defining the solution subspace with lower and
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% upper bounds - or a scalar defining the bitwidth for binary
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% upper bounds; or a scalar defining the bitwidth for binary
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% problems.
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% defaultArgs: (optional) additional constant argument to the target
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% function, empty by default.
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% options: (optional) options as name-value pairs defining optimization parameters,
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% especially tolerance and maximum function calls.
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% Check makeOoptions for default settings.
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%
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% Further options may be specified using setOptions with a JE options struct.
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% Main options are:
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% TolX: convergence criterion in the solution space
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@ -85,13 +84,13 @@ if (nargin>2)
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if (rem(nargin,2)==0)
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error('Invalid number of arguments!');
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end
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disp('Reading options...');
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disp('Reading options:');
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for i=2:2:nargin-2
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int=setOpt(int, varargin{i}, varargin{i+1});
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end
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end
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end
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display(getOptions(int));
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% finally create the java object
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int.mp = eva2.server.go.problems.MatlabProblem(int.dim, int.range);
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disp('Java object created');
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@ -1,18 +1,31 @@
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function opts = makeOptions(int, varargin)
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% Create a JEInterface options set from scratch. Possible fields are:
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%'Display';
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%'MaxFunEvals';'MaxIter';'TolFun';'TolFunEvals';TolX';'TolXEvals', where
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% all but 'TolFunEvals', 'TolXEvals' are used similar to the optimset.
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%'MaxFunEvals';'MaxIter';'TolFun';'TolFunEvals';TolX';'TolXEvals', which,
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% except for 'TolFunEvals' and 'TolXEvals', are used similar to the optimset.
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% The latter two are interpreted as the numbers of evaluations required
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% to assume convergence. Default values are TolXEvals=TolFunEvals=200,
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% TolX=TolFun=1e-4, MaxFunEvals uses a default from EvA2.
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% Further options are 'CreateStopBox' and 'NiceSleepTime' which are
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% JE-specific. The 'CreateStopBox' option toggles the GUI box with stop
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% button provided for graceful interruption of an optimization run.
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% In cases without X-forwarding, a deactivation by setting it to 0 may be required,
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% but note that killing optimization may break the threading mechanism. Try stopOptimize with
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% the 'kill' option.
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%
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% 'NiceSleepTime' allows setting a sleep time (in ms) for the concurrent
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% threading. Technically, either the Matlab
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% or the Java thread is always waiting for the other one, which may require
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% full CPU if no sleep time is employed. However, for quick function evaluations,
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% even minor sleep times substantially reduce allover efficiency, so we advice
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% to set small sleep times (e.g. 5 ms) only if a single function evaluation
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% takes considerably longer and leave the sleep time at zero otherwise.
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%
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% Notice that this method creates a parameter set but does not assign it
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% to the interface instance. Use setOptions to do that.
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allfields = {'Display'; 'MaxFunEvals';'MaxIter';'TolFun';'TolFunEvals';...
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'TolX';'TolXEvals'};
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specialfields={'TolFunEvals', 'TolXEvals'};
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'TolX'; 'TolXEvals'; 'CreateStopBox'; 'NiceSleepTime'};
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nvararg=nargin-1;
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if rem(nvararg,2)==1
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@ -36,6 +49,8 @@ opts.('TolX') = 1e-4;
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opts.('TolXEvals') = 200;
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opts.('TolFun') = 1e-4;
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opts.('TolFunEvals') = 200;
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opts.('CreateStopBox')=1;
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opts.('NiceSleepTime')=0;
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for i=1:nvararg/2
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name=varargin{2*i-1};
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@ -48,18 +63,27 @@ for i=1:nvararg/2
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if isempty(optIndex)
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error('Unknown option %s !', name);
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else
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if ~isempty(strmatch(name, specialfields,'exact'))
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% test for integer
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if (~isscalar(value) || ~isnumeric(value) || round(value)<1)
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error('invalid value type for %s, expecting numeric scalar > 1!', name);
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end
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value=round(value);
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else
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% test using optimset
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optimset(stdSet, name, value);
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switch name
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case {'TolFunEvals', 'TolXEvals'} % for special fields, integers > 1 are allowed
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if ~isscalar(value) || ~isnumeric(value) || round(value)<1
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error('Invalid value type for %s, expecting positive numeric scalar!', name);
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end;
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value=round(value);
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case 'CreateStopBox'
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if ~isscalar(value) || ~isnumeric(value) || round(value)<0 || round(value)>1
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error('Invalid value type for %s, expecting 0 or 1!', name);
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end;
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value=round(value);
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case 'NiceSleepTime'
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if ~isscalar(value) || ~isnumeric(value) || round(value)<0 ;
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error('Invalid value type for %s, expecting numeric scalar >= 0!', name);
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end;
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value=round(value);
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otherwise % test using optimset
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optimset(stdSet, name, value);
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end
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% assign to struct
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opts.(allfields{optIndex,:}) = value;
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end
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end
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end
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end
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@ -19,11 +19,15 @@ if ~isempty(int.mediator)
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int.mediator.quit
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int.mediator='';
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end
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% disp(sprintf('creating mediator'));
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% set up a mediator and inform JE
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int.mediator = eva2.server.go.problems.MatlabEvalMediator;
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int.mediator = eva2.server.go.problems.MatlabEvalMediator(int.opts.NiceSleepTime);
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int.mp.setMediator(int.mediator);
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JEMediator=int.mediator;
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createStopBox=int.opts.CreateStopBox;
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% disp(sprintf('mediator created, calling optimize'));
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% start the JE thread
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if (optOrPostProc == 1)
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@ -33,6 +37,7 @@ else % post processing
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stopText='Stop EvA2 post processing';
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int.mp.requestPostProcessing(steps, sigmaClust, nBest);
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end
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% disp(sprintf('calling optimize done'));
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% handle the case when the optimization has been called from a users script
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% and not from the toolboxes parameter estimation function (which has an
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@ -47,10 +52,15 @@ if isempty(stopOptimization),
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disp(sprintf('Starting optimization at %s', timeStr));
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% create a cancel button box (case without SBtoolbox)
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stopText=sprintf('%s (%s)', stopText, timeStr);
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boxHandle=figure('Position',[100 600 250 80], 'MenuBar', 'none', 'Name', 'EvA2 optimization...', 'NumberTitle','off');
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uicontrol(boxHandle,'Style', 'pushbutton', 'String', 'Cancel', 'Position', [25 25 60 30], 'Callback', 'global stopOptimization; stopOptimization=1;');
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uicontrol(boxHandle,'Style', 'text', 'String', stopText, 'Position', [100 15 130 50]);
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drawnow;
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if (createStopBox == 1)
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boxHandle=figure('Position',[100 600 250 80], 'MenuBar', 'none', 'Name', 'EvA2 optimization...', 'NumberTitle','off');
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uicontrol(boxHandle,'Style', 'pushbutton', 'String', 'Cancel', 'Position', [25 25 60 30], 'Callback', 'global stopOptimization; stopOptimization=1;');
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uicontrol(boxHandle,'Style', 'text', 'String', stopText, 'Position', [100 15 130 50]);
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drawnow;
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% else
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% disp(stopText);
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end
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% set flag for non toolbox optimization
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nontoolboxopt = 1;
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else
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@ -60,13 +70,19 @@ else
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end
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stopOnce=1;
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cnt=1;
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% disp(sprintf('before eval loop... %d',cnt));
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% repeat the mediator thread and eval call until finished
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try
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while (~int.mediator.isFinished())
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int.mediator.run;
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% disp(sprintf('running mediator id %d',cnt));
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int.mediator.run(cnt);
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% disp(sprintf('after running mediator id %d',cnt));
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cnt=cnt+1;
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if (~int.mediator.isFinished())
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%disp('getting question');
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x = int.mediator.getQuestion();
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%disp('question asked');
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if (isempty(int.range))
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%size(x)
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x=convertUnsignedJE(int, x);
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@ -80,6 +96,7 @@ try
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else
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res = feval(int.f, x, int.args);
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end
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% disp(sprintf('res is %d',res));
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%res
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catch ME
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disp('function evaluation failed:');
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@ -87,6 +104,7 @@ try
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stopOptimization=1;
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end
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int.mediator.setAnswer(res);
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%disp('answer provided');
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drawnow;
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if ((stopOptimization==1) && (stopOnce==1))
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disp('User interrupt requested ...');
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@ -108,7 +126,7 @@ catch ME
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% clear global stopOptimization
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%end
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end
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% disp('writing back results');
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% write back results
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int=setResultJE(int, int.mediator.getSolution());
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int=setResultArrayJE(int, int.mediator.getSolutionSet());
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@ -120,6 +138,9 @@ int.mediator='';
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% and not from the toolboxes parameter estimation function (which has an
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% own stop button). we decide this by checking nontoolboxopt
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if nontoolboxopt == 1,
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if (ishandle(boxHandle)) , close(boxHandle); end
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if createStopBox==1
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if (ishandle(boxHandle)) , close(boxHandle); end
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end
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clear global stopOptimization
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end
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% disp('runEvalLoop done');
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@ -14,8 +14,11 @@ end
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if (nargin > 2)
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if ischar(varargin{1})
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fname=varargin{1};
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disp('Writing debug output to ');
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disp(fname);
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if (bOn==1)
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disp(['Writing debug output to ' fname]);
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else
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disp('Debug output deactivated');
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end
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else
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disp('Invalid third argument, expected char. Using default output file name');
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end
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