Adding explicit data types to the Matlab interface. Now integer problems can be tackled, too.

This commit is contained in:
Marcel Kronfeld
2011-01-25 10:19:08 +00:00
parent 628499aab9
commit e0e78a1ad3
5 changed files with 178 additions and 84 deletions

View File

@@ -1,12 +1,14 @@
function int = JEInterface(fhandle, range, varargin)
function int = JEInterface(fhandle, datatype, range, varargin)
% EvA2 Interface for Matlab
% JEInterface(fhandle, range)
% JEInterface(fhandle, range, initRange)
% JEInterface(fhandle, range, initRange, defaultargs)
% JEInterface(fhandle, range, initRange, defaultargs, options...)
% JEInterface(fhandle, datatype, range)
% JEInterface(fhandle, datatype, range, initRange)
% JEInterface(fhandle, datatype, range, initRange, defaultargs)
% JEInterface(fhandle, datatype, range, initRange, defaultargs, options...)
%
% Arguments:
% fhandle: a function handle defining the optimization target.
% datatype: symbol 'int', 'double', or 'binary' denoting the problem data
% type
% range: a 2 x dim array defining the solution subspace with lower and
% upper bounds; or a scalar defining the bitwidth for binary
% problems.
@@ -52,11 +54,22 @@ int.mediator = '';
int.optParams = [];
int.optParamValues = [];
int.hexMask=hex2dec('ffffffff');
int.dataType=''; % to be set later!
if (isa(fhandle, 'function_handle'))
int.f = fhandle;
else
error('Wrong second argument type, expected function_handle');
error('Wrong first argument type, expected function_handle');
end
if (strcmp(datatype,'double'))
int.dataType=eva2.server.go.problems.MatlabProblemDataTypeEnum.typeDouble;
elseif strcmp(datatype, 'int')
int.dataType=eva2.server.go.problems.MatlabProblemDataTypeEnum.typeInteger;
elseif strcmp(datatype, 'binary')
int.dataType=eva2.server.go.problems.MatlabProblemDataTypeEnum.typeBinary;
else
error('Invalid data type, select double, int, or binary!');
end
disp('Setting up JEInterface...');
@@ -79,7 +92,7 @@ end
int = class(int,'JEInterface');
int.opts = makeOptions(int);
if (nargin>2)
if (nargin>3)
int.initialRange=varargin{1};
if (isa(varargin{1}, 'double') && (size(varargin{1},1) == 2))
@@ -91,15 +104,15 @@ if (nargin>2)
disp(s);
end
if (nargin>3)
if (nargin>4)
int.args = varargin{2};
disp('Fitness function argument: '); disp(int.args);
if (nargin > 4)
if (rem(nargin,2)==1)
if (nargin > 5)
if (rem(nargin,2)==0)
error('Invalid number of arguments!');
end
disp('Reading options:');
for i=3:2:nargin-2
for i=3:2:nargin-3
int=setOpt(int, varargin{i}, varargin{i+1});
end
end
@@ -107,11 +120,15 @@ if (nargin>2)
end
display(getOptions(int));
% finally create the java object
if (isempty(int.initialRange))
int.mp = eva2.server.go.problems.MatlabProblem(int.dim, int.range);
if (isempty(int.initialRange)) % binary case
int.mp = eva2.server.go.problems.MatlabProblem(int.dim, int.dataType, int.range);
else
if (isempty(int.range) || eq(size(int.range), size(int.initialRange)))
int.mp = eva2.server.go.problems.MatlabProblem(int.dim, int.range, int.initialRange);
% size(int.range);
% size(int.initialRange);
% eq(size(int.range), size(int.initialRange))
% disp('-------');
if (isempty(int.range) || (sum(eq(size(int.range), size(int.initialRange)))==2))
int.mp = eva2.server.go.problems.MatlabProblem(int.dim, int.dataType, int.range, int.initialRange);
%int.mp.getIndividualTemplate().setMutationOperator( ...
% eva2.server.go.operators.mutation.MutateEAMixer(eva2.server.go.operators.mutation.MutateGASwapBits, eva2.server.go.operators.mutation.MutateGAUniform));
else

View File

@@ -2,7 +2,7 @@ function testEvalFunc(int)
% Test the fitness function output format.
wordwidth=32;
if (isempty(int.range))
if (strcmp(int.dataType,eva2.server.go.problems.MatlabProblemDataTypeEnum.typeBinary))
% binary problem
s=sprintf('Binary problem of bitwidth %d', int.dim);
disp(s);
@@ -13,7 +13,7 @@ if (isempty(int.range))
%x(numInts)=bitshift(x(numInts),-overheadBits); % shift right by overhead
bs=eva2.tools.math.RNG.randomBitSet(0.5, int.dim);
x=convertUnsignedJE(int, bs);
else
elseif strcmp(int.dataType,eva2.server.go.problems.MatlabProblemDataTypeEnum.typeDouble)
% double problem
x=rand(1, int.dim);
s=sprintf('Real valued problem in %d dimensions and range %s ', int.dim, mat2str(int.range));
@@ -21,8 +21,16 @@ else
for i=1:int.dim
x(i)=int.range(i,1)+x(i)*(int.range(i,2)-int.range(i,1));
end
elseif strcmp(int.dataType,eva2.server.go.problems.MatlabProblemDataTypeEnum.typeInteger)
% integer problem
s=sprintf('Real valued problem in %d dimensions and range %s ', int.dim, mat2str(int.range));
disp(s);
size(int.range)
%x=int.range(1,:)+ceil(rand(1,int.dim).*int.range(2,:)-int.range(1,:));
x=(int.range(:,1)+ceil(rand(int.dim,1).*int.range(:,2)-int.range(:,1)))';
else
error('Invalid data type in testEvalFunc.m!');
end
if (isempty(int.range))
msg=sprintf('\nTesting value: %d, bin.: %s', x, dec2bin(x, int.dim));
else