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一個不錯的基于遺傳算法的自動學習分類器系統,可以學習一下。

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代碼片段和文件信息

/*
?*?The?XCS?Library?
?*?A?C++?framework?to?apply?and?develop?learning?classifier?systems
?*?Copyright?(C)?2002-2009?Pier?Luca?Lanzi
?*?
?*?Pier?Luca?Lanzi?
?*?Dipartimento?di?Elettronica?e?Informazione
?*?Politecnico?di?Milano
?*?Piazza?Leonardo?da?Vinci?32
?*?I-20133?MILANO?-?ITALY
?*?pierluca.lanzi@polimi.it/lanzi@elet.polimi.it
?*
?*?This?file?is?part?of?the?XCSLIB?library.
?*
?*?xcslib?is?free?software:?you?can?redistribute?it?and/or?modify
?*?it?under?the?terms?of?the?GNU?General?Public?License?as?published?by
?*?the?Free?Software?Foundation?either?version?3?of?the?License?or
?*?(at?your?option)?any?later?version.
?*
?*?xcslib?is?distributed?in?the?hope?that?it?will?be?useful
?*?but?WITHOUT?ANY?WARRANTY;?without?even?the?implied?warranty?of
?*?MERCHANTABILITY?or?FITNESS?FOR?A?PARTICULAR?PURPOSE.??See?the
?*?GNU?General?Public?License?for?more?details.
?*?
?*?A?copy?of?the?license?is?available?at?http://www.gnu.org/licenses/gpl.html
?*?
?*?If?you?use?this?code?please?cite?the?following?technical?report:
?*
?*?P.L.?Lanzi?and?D.?Loiacono?(2009)?“XCSLib:?The?XCS?Classifier?System?Library“?
?*?Technical?Report?No.?2009005?Illinois?Genetic?Algorithms?Laboratory
?*?University?of?Illinois?at?Urbana-Champaign?117?Transportation?Building
?*?104?S.?Mathews?Avenue?Urbana?IL?61801
?*?
?*?Available?at?http://www.illigal.uiuc.edu/pub/papers/IlliGALs/2009005.pdf
?*
?*?For?updates?please?visit:?http://xcslib.sf.net?
?*???????????????????????????http://www.pierlucalanzi.net
?*/




#include?
#include?
#include?
#include?“binary_action.hpp“
#include?“xcs_random.hpp“
#include?“xcs_utility.hpp“

using?namespace?std;

const?char*?__XCS_BITSTRING_ACTION_CFG_IN__?= “\n?number?of?bits?=?%u?“;
const?char*?__XCS_BITSTRING_ACTION_CFG_OUT__?= “\t\tnumber?of?bits?=?%u\n“;
#define?????__XCS_BITSTRING_VARS_IN__?binary_action::no_bits

bool?binary_action::init?=?false;
unsigned?long?binary_action::no_actions;
unsigned?long?binary_action::no_bits;

binary_action::binary_action()
{
if?(!init)
{
xcs_utility::error(class_name()“binary_action()“?“not?inited“?1);
}?else?{

}
}

binary_action::binary_action(int?act)
{
if?(!init)
{
xcs_utility::error(class_name()“binary_action()“?“not?inited“?1);
}?else?{
action?=?act;
bitstring?=?xcs_utility::long2binary(act?binary_action::no_bits);
}
}


unsigned?long
binary_action::actions()?const
{
return?binary_action::no_actions;
};


binary_action::binary_action(xcs_config_mgr2&?xcs_config)
{
if?(!init)
{
if?(!xcs_config.exist(tag_name()))
{
xcs_utility::error(class_name()?“constructor“?“section?<“?+?tag_name()?+?“>?not?found“?1);
}

try?{

no_bits?=?xcs_config.Value(tag_name()?“number?of?bits“);

}?catch?(const?char?*attribute)?{
string?msg?=?“attribute?\‘“?+?string(attribute)?+?“\‘?not?found?in?<“?+?tag_name()?+?“>“;
xcs_utility::error(class_name()?“constructor“?msg?1);
}

init?=?true;

no_actions?=?(unsigned?long)?pow(double(2)int(bina

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件???????5328??2009-03-22?02:48??xcslib-1.0\action_base.hpp

?????文件???????4386??2009-03-22?02:48??xcslib-1.0\binary_action.cpp

?????文件???????2898??2009-03-22?02:48??xcslib-1.0\binary_action.hpp

?????文件???????3306??2009-03-22?02:48??xcslib-1.0\binary_inputs.cpp

?????文件???????4497??2009-03-22?02:48??xcslib-1.0\binary_inputs.hpp

?????文件???????2895??2009-03-22?02:48??xcslib-1.0\boolean_action.cpp

?????文件???????3483??2009-03-22?02:48??xcslib-1.0\boolean_action.hpp

?????文件???????5548??2009-03-22?02:48??xcslib-1.0\condition_base.hpp

?????文件?????516536??2009-03-22?02:41??xcslib-1.0\docs\def\doxygen.def

?????文件???????9096??2009-03-22?02:41??xcslib-1.0\docs\html\doxygen.css

?????文件???????1762??2009-03-22?02:41??xcslib-1.0\docs\html\tabs.css

?????文件???????1637??2009-03-22?02:48??xcslib-1.0\dummy_action.cpp

?????文件???????2808??2009-03-22?02:48??xcslib-1.0\dummy_action.hpp

?????文件???????5714??2009-03-22?02:48??xcslib-1.0\environment_base.hpp

?????文件???????1633??2009-03-22?02:41??xcslib-1.0\examples\11-multiplexer\confsys.mp11

?????文件???????1635??2009-03-22?02:41??xcslib-1.0\examples\20-multiplexer\confsys.mp20

?????文件???????1635??2009-03-22?02:41??xcslib-1.0\examples\37-multiplexer\confsys.mp37

?????文件???????1632??2009-03-22?02:41??xcslib-1.0\examples\6-multiplexer\confsys.mp6

?????文件???????1637??2009-03-22?02:41??xcslib-1.0\examples\70-multiplexer\confsys.mp70

?????文件???????1713??2009-03-22?02:41??xcslib-1.0\examples\fsm\confsys.fsm

?????文件???????2034??2009-03-22?02:41??xcslib-1.0\examples\functions\confsys.sin

?????文件???????1910??2009-03-22?03:06??xcslib-1.0\examples\gridworlds\confsys.gw

?????文件???????1648??2009-03-22?02:41??xcslib-1.0\examples\parity\confsys.par20-5

?????文件???????1724??2009-03-22?02:41??xcslib-1.0\examples\woods1\confsys.woods1

?????文件?????????30??2009-03-22?02:41??xcslib-1.0\examples\woods1\woods1.map

?????文件???????1724??2009-03-22?02:41??xcslib-1.0\examples\woods2\confsys.woods2

?????文件????????465??2009-03-22?02:41??xcslib-1.0\examples\woods2\woods2.map

?????文件??????24400??2009-03-22?02:48??xcslib-1.0\experiment_mgr.cpp

?????文件???????6093??2009-03-22?02:48??xcslib-1.0\experiment_mgr.hpp

?????文件???????4964??2009-03-22?02:48??xcslib-1.0\fsm_env.cpp

............此處省略96個文件信息

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