ΥΠΟΛΟΓΙΣΤΙΚΗ ΝΟΗΜΟΣΥΝΗ ΙΙ

 

8.6     Αποτελεσματα

 

Ακολουθούν τα αποτελέσματα ενός πειράματος. Φαίνεται ο πληθυσμός κανόνων του συστήματος κάθε 20 γενιές. Σαν είσοδος χρησιμοποιήθηκε το αρχείο INITRULS.TXT.

 

Επίσης, δόθηκαν οι ακόλουθες τιμές παραμέτρων:

·           crossover probability = 0.9

·           mutation probability = 0.005

·           seed = 69.32174

·           mutation operator = swap subtree mutator

 

Για τις υπόλοιπες παραμέτρους χρησιμοποιήθηκαν οι default ρυθμίσεις.

***************************************************************

***** Goldberg's SGA run with seed = 69.32174, crossover                 *****

***** prob = 0.9, mutation prob = 0.005 and swap subtree                   *****

***** mutator                                                                                   *****

***************************************************************

 

 

GA population after 5 generations

-----------------------------------------------------------------------------------------------------

 

[(DollarNOW-DollarOLD)/DollarOLD<0] => [GoldNEW>GoldNOW]

 

[(DollarNOW-DollarOLD)/DollarOLD<0]
=> [CommStocksNEW>CommStocksNOW]

 

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0] => [CRBNEW<CRBNOW]

 

[(OilNOW-OilOLD)/OilOLD<0] => [DJNEW<DJNOW]

 

[(DollarNOW-DollarOLD)/DollarOLD<0] => [GoldNEW>GoldNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJUtilNEW<DJUtilNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(OilNOW-OilOLD)/OilOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0] => [CRBNEW<CRBNOW]

 

[(DollarNOW-DollarOLD)/DollarOLD<0] => [DJUtilNEW<DJUtilNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJUtilNEW<DJUtilNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] AND [(DJNOW-DJOLD)/DJOLD>0]
=> [CRBNEW<CRBNOW]

 

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0] => [OilNEW<OilNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(DollarNOW-DollarOLD)/DollarOLD<0] => [DJUtilNEW<DJUtilNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] AND { [(GoldNOW-GoldOLD)/GoldOLD>0]

AND [(DJNOW-DJOLD)/DJOLD>0] } => [CommStocksNEW<CommStocksNOW]

 

[(BondsNOW-BondsOLD)/BondsOLD>0] AND

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0]

=> [CommStocksNEW<CommStocksNOW]

 

[(BondsNOW-BondsOLD)/BondsOLD>0] AND {
[(GoldNOW-GoldOLD)/GoldOLD>0] AND

[(DJNOW-DJOLD)/DJOLD>0] } => [CommStocksNEW<CommStocksNOW]

 

[(BondsNOW-BondsOLD)/BondsOLD>0] => [DJUtilNEW<DJUtilNOW]

 

[(DollarNOW-DollarOLD)/DollarOLD<0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CRBNEW<CRBNOW]

 

[(DollarNOW-DollarOLD)/DollarOLD<0]
=> [CommStocksNEW<CommStocksNOW]

 

[(OilNOW-OilOLD)/OilOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJUtilNEW<DJUtilNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW<CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [GoldNEW>GoldNOW]

 

[(IntRLongNOW-IntRLongOLD)/IntRLongOLD>0] => [DJNEW<DJNOW]

 

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0] => [CRBNEW<CRBNOW]

 

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0]
=> [DJUtilNEW<DJUtilNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [OilNEW<OilNOW]

 

[(OilNOW-OilOLD)/OilOLD<0] => [DJNEW<DJNOW]

 

[(OilNOW-OilOLD)/OilOLD<0] AND [(DJNOW-DJOLD)/DJOLD>0]

=> [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW<CommStocksNOW]

 

[(BondsNOW-BondsOLD)/BondsOLD>0] AND {
[(GoldNOW-GoldOLD)/GoldOLD>0] AND

[(IntRLongNOW-IntRLongOLD)/IntRLongOLD>0] } => [CommStocksNEW<CommStocksNOW]

 

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0] => [CRBNEW<CRBNOW]

 

[(DJUtilNOW-DJUtilOLD)/DJUtilOLD<0] => [CRBNEW>CRBNOW]

 

[(DollarNOW-DollarOLD)/DollarOLD>0]
=> [CommStocksNEW<CommStocksNOW]

 

[(OilNOW-OilOLD)/OilOLD<0] => [DJNEW<DJNOW]

 

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [OilNEW<OilNOW]

 

[(DJUtilNOW-DJUtilOLD)/DJUtilOLD<0] AND [(DJNOW-DJOLD)/DJOLD>0]

=> [OilNEW<OilNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW<CommStocksNOW]

 

 

GA population after 10 generations

------------------------------------------------------------------------------------------------------

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DollarNOW-DollarOLD)/DollarOLD<0]
=> [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [GoldNEW>GoldNOW]

 

[(OilNOW-OilOLD)/OilOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] AND [(GoldNOW-GoldOLD)/GoldOLD>0]

=> [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(OilNOW-OilOLD)/OilOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CRBNEW<CRBNOW]

 

[(DollarNOW-DollarOLD)/DollarOLD<0]
=> [CommStocksNEW>CommStocksNOW]

 

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0]

=> [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(DollarNOW-DollarOLD)/DollarOLD<0]
=> [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0]

=> [CommStocksNEW<CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] AND [(DJNOW-DJOLD)/DJOLD>0]
=> [CRBNEW<CRBNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CRBNEW<CRBNOW]

 

[(OilNOW-OilOLD)/OilOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CRBNEW<CRBNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] AND [(OilNOW-OilOLD)/OilOLD>0]

=> [CommStocksNEW>CommStocksNOW]

 

[(DollarNOW-DollarOLD)/DollarOLD<0] => [DJNEW<DJNOW]

 

[(BondsNOW-BondsOLD)/BondsOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(OilNOW-OilOLD)/OilOLD>0] => [CRBNEW<CRBNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(BondsNOW-BondsOLD)/BondsOLD>0] AND [(DJNOW-DJOLD)/DJOLD>0]
=> [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CRBNEW<CRBNOW]

 

[(OilNOW-OilOLD)/OilOLD>0] => [GoldNEW>GoldNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(OilNOW-OilOLD)/OilOLD<0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW>CommStocksNOW]

 

 

GA population after 20 generations

------------------------------------------------------------------------------------------------------

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0]

=> [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(GoldStocksNOW-GoldStocksOLD)/GoldStocksOLD>0]

=> [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [DJNEW<DJNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

 

GA population after 30 generations

------------------------------------------------------------------------------------------------------

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [DJNEW<DJNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(DJNOW-DJOLD)/DJOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

 

GA population after 40 generations

------------------------------------------------------------------------------------------------------

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

[(GoldNOW-GoldOLD)/GoldOLD>0] => [CommStocksNEW>CommStocksNOW]

 

ΑΡΧΗ ΚΕΦΑΛΑΙΟΥ