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                            < M A T L A B (R) >
                  Copyright 1984-2010 The MathWorks, Inc.
                Version 7.12.0.635 (R2011a) 64-bit (glnxa64)
                               March 18, 2011

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  To get started, type one of these: helpwin, helpdesk, or demo.
  For product information, visit www.mathworks.com.
 
Setting seed to: 5732

Creating and Configuring Population Object
Reading data from file: Exp2HighFreqPopulation.txt
  Reading user-specified header
  Reading user-specified formatting
Done reading in data
Creation of Population Object Complete


Creating and Configuring Population Object
Reading data from file: Exp2LowFreqPopulation.txt
  Reading user-specified header
  Reading user-specified formatting
Done reading in data
Creation of Population Object Complete


Creating and Configuring Sample Object

WARNING: File {highFreqSampleGREEDY.txt} already exists.  If you attempt to write to this file, the existing one will be overridden

Creation of Sample Object Complete


Creating and Configuring Sample Object

WARNING: File {lowFreqSampleGREEDY.txt} already exists.  If you attempt to write to this file, the existing one will be overridden

Creation of Sample Object Complete

Sample highFreqSample's population set to: highFreqPopulation
Sample lowFreqSample's population set to: lowFreqPopulation

Creating sos Object
    Defaulting to 10000 maximum iterations
    Defaulting to logistic pSwapFunction
    Defaulting to random targSample Candidate Selection Method
    Defaulting to randomPopulationAndSample feederdf Candidate Selection Method
Random Sample Target Candidate Selection Ready
Random Population And Sample Feeder Candidate Selection Ready
    Defaulting to greedy annealing...
Creating greedy temperature annealing function...
Creation of sos object complete

Adding new Sample...
Adding new Sample...
Soft Distance Constraint has been created
Soft Distance Constraint has been created
Soft Distance Constraint has been created
Soft Distance Constraint has been created
Soft META Constraint has been created
Soft META Constraint has been created
Soft META Constraint has been created
Filling All Samples...
Normalizing Population and Sample Data
t-test added...
t-test added...
t-test added...
t-test added...
Creating greedy temperature annealing function...
Setting up optimization procedure...

Normalizing Population and Sample Data

Initializing Constraints

Hard Constraint Total: 0
   Soft Constraint #: 1 Cost: -1.6583   freqConstraint
   Soft Constraint #: 2 Cost: 0.62044   AoAConstraint
   Soft Constraint #: 3 Cost: 1.1733   lengthConstraint
   Soft Constraint #: 4 Cost: 1.01   imageConstraint
Soft Constraint Total: 1.1455
   Meta Constraint #: 1 Cost: 141.3792   metaAoAAndFreqConstraint
   Meta Constraint #: 2 Cost: 332.2222   metaLengthAndFreqConstraint
   Meta Constraint #: 3 Cost: 269.5026   metaImagAndFreqConstraint
Meta Constraint Total: 743.104

TOTAL COST (soft + meta): 744.2495

Random Sample Target Candidate Selection Ready
Random Population And Sample Feeder Candidate Selection Ready
Optimizing for 10000 iterations

 Iteration              Cost  %Complete       Elapsed   Remaining
        1) 	       744.24945 	  0.01% 	       1s 	    1m 8s
      100) 	       144.85112 	  1.00% 	       1s 	   1m 59s
      200) 	        76.94003 	  2.00% 	       2s 	   1m 31s
      300) 	        52.11457 	  3.00% 	       2s 	   1m 16s
      400) 	        37.08432 	  4.00% 	       3s 	    1m 9s
      500) 	        32.87713 	  5.00% 	       3s 	    1m 4s

Running all stat tests:
 UserHyp: PASS; highFreqSample{KFfrequency}-lowFreqSample{KFfrequency}: t[paired](23) = 15.5669, p = 1.049e-13 p-des: 0.05 m(1) = 162.7083; m(2) = 4.2083 (se=2.0784)
 UserHyp: FAIL; highFreqSample{letters}-lowFreqSample{letters}: t[paired](23) = 1.4968, p = 0.14803 p-des: 0.5 m(1) = 5.875; m(2) = 5.5833 (se=0.039774)
 UserHyp: PASS; highFreqSample{AoA}-lowFreqSample{AoA}: t[paired](23) = -0.40505, p = 0.68918 p-des: 0.5 m(1) = 3.8988; m(2) = 3.9358 (se=0.018688)
 UserHyp: FAIL; highFreqSample{imagery}-lowFreqSample{imagery}: t[paired](23) = -1.1709, p = 0.25362 p-des: 0.5 m(1) = 4.7254; m(2) = 4.8396 (se=0.019902)

 Iteration              Cost  %Complete       Elapsed   Remaining
      581) 	        32.87713 	  5.81% 	       4s 	    1m 2s

Running all stat tests:
 UserHyp: PASS; highFreqSample{KFfrequency}-lowFreqSample{KFfrequency}: t[paired](23) = 15.5669, p = 1.049e-13 p-des: 0.05 m(1) = 162.7083; m(2) = 4.2083 (se=2.0784)
 UserHyp: FAIL; highFreqSample{letters}-lowFreqSample{letters}: t[paired](23) = 1.4968, p = 0.14803 p-des: 0.5 m(1) = 5.875; m(2) = 5.5833 (se=0.039774)
 UserHyp: PASS; highFreqSample{AoA}-lowFreqSample{AoA}: t[paired](23) = -0.40505, p = 0.68918 p-des: 0.5 m(1) = 3.8988; m(2) = 3.9358 (se=0.018688)
 UserHyp: FAIL; highFreqSample{imagery}-lowFreqSample{imagery}: t[paired](23) = -1.1709, p = 0.25362 p-des: 0.5 m(1) = 4.7254; m(2) = 4.8396 (se=0.019902)

Optimization ended after cost value was frozen for specified number of iterations

Writing all samples to disk...
Data written to file: highFreqSampleGREEDY.txt
Data written to file: lowFreqSampleGREEDY.txt

Displaying Constraint Costs

Hard Constraint Total: 0
   Soft Constraint #: 1 Cost: -1.4352   freqConstraint
   Soft Constraint #: 2 Cost: 0.069806   AoAConstraint
   Soft Constraint #: 3 Cost: 0.066513   lengthConstraint
   Soft Constraint #: 4 Cost: 0.089173   imageConstraint
Soft Constraint Total: -1.2097
   Meta Constraint #: 1 Cost: 10.5056   metaAoAAndFreqConstraint
   Meta Constraint #: 2 Cost: 9.9881   metaLengthAndFreqConstraint
   Meta Constraint #: 3 Cost: 13.5931   metaImagAndFreqConstraint
Meta Constraint Total: 34.0868

TOTAL COST (soft + meta): 32.8771

Deciles for deltaCost in last block:
(100 iterations total; numIt < blockSize in first block)

	0:  	 +0.61125129 
	10:  	 +3.87051217 
	20:  	 +6.11557827 
	30:  	 +6.95036521 
	40:  	 +8.88808587 
	50:  	 +10.09334703 
	60:  	 +11.16903585 
	70:  	 +13.83542952 
	80:  	 +15.75305910 
	90:  	 +19.65537253 
	100:  	 +32.39223807 



 97.5th - 2.5th percentile deltaCost: 29.10367106


