codesimian
Class LearnSelfDFromSelfListD

java.lang.Object
  codesimian.CS<CSGeneric>
      codesimian.DefaultCS
          codesimian.LearnSelfDFromSelfListD

All Implemented Interfaces:

CodeSimian

public class LearnSelfDFromSelfListD
extends DefaultCS

generalized intelligence. This is a list whose values are interpreted as D. When this LearnDFromListD is executed as D, it returns a predicted output value that is learned every time you call thisLearnDFromListD.setD(double). D means double. It learns the D inputs at the time you call setD, in combination with the D you set.

I am a list of D. Like all CSs, I have an overall D value. When you set my value (by using setD), I look at the Ds in the list. Later if I see a similar pattern of Ds in that same list, my D value (the D function) will be similar to the D value you set my value to (with setD). I learn what Ds go with what output D and I interpolate between them. I know how to grow a bayesian network, and later I may use other algorithms without telling you... I learn my own D value from the D values in myself as a list and the D value you simultaneously (to the list of D) set me to. TODO: rewrite this.

For example, the codesimian code: =D(learnSelfDFromSelfListD#lrn(.1 .2 .3) .4) pairs .1 .2 and .3 with the output value .4, and if you set it to lrn(.1 .2 .7) then that should produce a value closer to .4 than lrn(.7 .2 .3) produces.

You can use very large input sizes because it is not limited like a bayes-node. It may use bayes-network(s) or other intelligent algorithms.

This class should not be tied to any specific algorithm(s). TODO: it should dynamicly select which algorithm(s) to use for which data. 8/2007 it only uses a SimpleBayesNet.

Nested Class Summary

static class

LearnSelfDFromSelfListD.Test Tests a new SimpleBayesNet or P(0) used as a SimpleBayesNet.

Field Summary

Fields inherited from class codesimian.CS

DESCRIPTION, END, EXECPROXY, HEAP, JAVACODE, MYFUEL, NAME, NEWINSTANCE, NULL, PARENT, PARSEPRIORITY, PREV, TESTER, THIS

Constructor Summary

LearnSelfDFromSelfListD()

Method Summary

boolean	deleteP(int index, CS value)
java.lang.String	description() a short description of this CS, shorter than the javadoc, but long enough to tell what the params are for.
double	DForProxy() Execute this CS and cast to double.
boolean	insertP(int index, CS value) same as setP(int,CS) but inserts instead of overwriting.
java.lang.String	keyword() For the CodeSimian language as a String. CodeSimian language keyword, like "+" "*" "max" ">" etc. Override this function if you want to specify a keyword other than how I derive them from the class name, like + for Add. Some CSs might never be intended to be used in the language by their keyword. The best example (4/05) is Num, because it is used in the language like "3.4" instead of "num()".
java.lang.Object	L(java.lang.Class c) Optionally execute this CS, and definitely try to CAST it to the specified Java type.
int	maxP() Maximum quantity of Params
int	minP() For DForProxy(). Minimum number of parameters in param[] needed to call DForProxy(). Defines which indexs of param[] DForProxy() can use. Functions with a different number of parameters must override this. OVERRIDE THIS FUNCTION IF EXEC USES A DIFFERENT NUMBER OF PARAMETERS. Default is 1.
void	rebuildIntelligence(int arraySize, java.util.List<double[]> listOfDoubleArray, java.util.List<java.lang.Double> listOfOutputDs)
boolean	setD(double d) all setX functions return setD by default.
boolean	setP(int index, CS value) Every CS is a list of other CSs, between size minP() and maxP() inclusive.

Methods inherited from class codesimian.DefaultCS

B, C, countP, decrementMyFuel, deleteP, F, fuel, getExec, getObject, heap, I, indexP, indexPName, insertB, insertC, insertD, insertF, insertI, insertJ, insertL, insertL, insertL1, insertS, insertZ, J, javaCode, LForProxy, LForProxy, myFuel, name, newInstance, objectToCS, objectToCSArray, objectToCSArray, P, prevD, prevL, PType, S, setB, setC, setCountP, setD, setExec, setF, setFuel, setI, setJ, setL, setL, setL, setL1, setMyFuel, setName, setObject, setPrevExec, setPType, setS, setZ, start, toString, V, Z

Methods inherited from class codesimian.CS

addB, addC, addD, addF, addI, addJ, addL, addP, addP, addP, addP, addP, addS, addZ, BForProxy, CForProxy, clone, cost, D, deleteP, FForProxy, GETB, GETC, GETD, GETF, GETI, GETJ, GETL, GETS, GETZ, IForProxy, isIllusion, JForProxy, L, L, L, L, maxD, minD, overwrites, parent, parsePriority, PB, PC, PD, PF, PI, PJ, PL, prevB, prevC, prevF, prevI, prevJ, prevS, prevZ, proxyOf, PS, PZ, reflect, reflect, reflect6, setB, SETB, setC, SETC, setCost, SETD, setDescription, setF, SETF, setHeap, setI, SETI, setJ, SETJ, SETL, setL, setL, setParent, setParsePriority, setProxyOf, setS, SETS, setTester, setZ, SETZ, SForProxy, tester, toJavaCode, VForProxy, voidReflect, ZForProxy

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

LearnSelfDFromSelfListD

public LearnSelfDFromSelfListD()

Method Detail

minP

public int minP()

Description copied from class: DefaultCS

For DForProxy().
Minimum number of parameters in param[] needed to call DForProxy().
Defines which indexs of param[] DForProxy() can use.
Functions with a different number of parameters must override this.
OVERRIDE THIS FUNCTION IF EXEC USES A DIFFERENT NUMBER OF PARAMETERS.
Default is 1.

Overrides:

minP in class DefaultCS

maxP

public int maxP()

Description copied from class: CS

Maximum quantity of Params

Overrides:

maxP in class CS

keyword

public java.lang.String keyword()

Description copied from class: DefaultCS

For the CodeSimian language as a String.
CodeSimian language keyword, like "+" "*" "max" ">" etc.

Override this function if you want to specify a keyword other than how I derive them from the class name, like + for Add.

Some CSs might never be intended to be used in the language by their keyword.
The best example (4/05) is Num, because it is used in the language like "3.4" instead of "num()".
Default: Returns class name, minus package name (and its dots), and change the first letter to lowercase.

For example, CS.MaxParams does not override keyword(), which returns "maxP".

Overrides:

keyword in class DefaultCS

See Also:

CS.parent(), CS.newInstance(), CS.name()

description

public java.lang.String description()

Description copied from class: CS

a short description of this CS, shorter than the javadoc, but long enough to tell what the params are for. Example use: in automatically generated webpages for CodeSimian. Example: "returns sum of all params" for Add.

Overrides:

description in class DefaultCS

DForProxy

public double DForProxy()

Description copied from class: CS

Execute this CS and cast to double.

D() and DForProxy() are the 2 most important functions in CS. They execute this CS. All other execute functions, by default, return DForProxy cast to their own type.

For example, J() calls the proxy which calls JForProxy() which calls DForProxy(). D() calls the proxy which calls DForProxy().

By default, all other primitive EXECUTE functions defer to D.
Functions that EXECUTE this CS: L(Class) L(int,Class,int) Z() B() C() S() I() J() F() D() V()

Specified by:

DForProxy in class DefaultCS

setD

public boolean setD(double d)

Description copied from class: DefaultCS

all setX functions return setD by default. setD returns false by default. Override in subclass. For example, class N has a public variable value, and N.value is set to setToThisValue.

Overrides:

setD in class DefaultCS

L

public java.lang.Object L(java.lang.Class c)

Description copied from class: CS

Optionally execute this CS, and definitely try to CAST it to the specified Java type. If fail, throw a ClassCastException.

It is preferred not to return CSs from this function. If you have a CS to return, the standard is to put it in param0... setP(0,returnValue), where the function caller should get the output from... P(0).

The functions: V Z B C S I J F D and L , usually EXECUTE this CS and CAST its value to the specified type.
L does not have to execute this CS, but all the others do. The other difference is L can throw a CSCastException (extends ClassCastException).

No pattern of L()'s behavior is guaranteed except for primitive wrappers and 1D arrays.
The L's of some some CSs are more predictable than others, often written about in javadoc of a class.
If it casts correctly, it could fail later. If it fails many times, and you try again, it could still succeed.

These 10 function names are also used by a core part of Java (but not as function names): java.lang.Class.name() . Example: new int[7][6][5].getClass().getName() returns "[[[I".

EXAMPLES:
JButton b = (JButton) new ButtonCS().L(Component.class); //JButton inherits from Component
int fiveFiftyFive = new N(555).I();
double charValues[] = (double[]) new S("arraySize11").L(double[].class);

Overrides:

L in class CS

See Also:

CS.Z(), CS.B(), CS.C(), CS.S(), CS.I(), CS.J(), CS.F(), CS.D()

rebuildIntelligence

public void rebuildIntelligence(int arraySize,
                                java.util.List<double[]> listOfDoubleArray,
                                java.util.List<java.lang.Double> listOfOutputDs)

setP

public boolean setP(int index,
                    CS value)

Description copied from class: CS

Every CS is a list of other CSs, between size minP() and maxP() inclusive. setP overwrites one of those CSs or adds a new one at the end, depending on the index. If index is between 0 and countP()-1, overwrites. If it equals countP(), adds at end.

Overrides:

setP in class DefaultCS

insertP

public boolean insertP(int index,
                       CS value)

Description copied from class: CS

same as setP(int,CS) but inserts instead of overwriting. All higher params slide up 1 index.

Overrides:

insertP in class DefaultCS

deleteP

public boolean deleteP(int index,
                       CS value)