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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
Creation of Sample Object Complete


Creating and Configuring Sample Object
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
    Defaulting to 10000 of same frozen cost before stopping
    Defaulting to 10000 intervals between stat reports
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 exponential decay 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 1000 iterations

 Iteration              Cost  %Complete       Elapsed   Remaining
        1) 	       744.24945 	  0.10% 	       1s 	       7s
     1000) 	      3149.89991 	 100.00% 	       7s 	       1s
1000) Annealing Equation calibrated, changing temperature from Inf to 667.4918

Running all stat tests:
 UserHyp: PASS; highFreqSample{KFfrequency}-lowFreqSample{KFfrequency}: t[paired](23) = 5.3104, p = 2.1668e-05 p-des: 0.05 m(1) = 356.5; m(2) = 3.6667 (se=13.5623)
 UserHyp: FAIL; highFreqSample{letters}-lowFreqSample{letters}: t[paired](23) = -2.0965, p = 0.047233 p-des: 0.5 m(1) = 6.125; m(2) = 7.75 (se=0.15822)
 UserHyp: FAIL; highFreqSample{AoA}-lowFreqSample{AoA}: t[paired](23) = -4.5519, p = 0.00014222 p-des: 0.5 m(1) = 3.6308; m(2) = 4.8842 (se=0.056204)
 UserHyp: FAIL; highFreqSample{imagery}-lowFreqSample{imagery}: t[paired](23) = 1.1664, p = 0.2554 p-des: 0.5 m(1) = 4.5896; m(2) = 4.3158 (se=0.047906)

Optimization ended after reaching the maximum number of iterations


Displaying Constraint Costs

Hard Constraint Total: 0
   Soft Constraint #: 1 Cost: -7.1119   freqConstraint
   Soft Constraint #: 2 Cost: 1.3665   AoAConstraint
   Soft Constraint #: 3 Cost: 1.7527   lengthConstraint
   Soft Constraint #: 4 Cost: 0.57386   imageConstraint
Soft Constraint Total: -3.4188
   Meta Constraint #: 1 Cost: 1158.587   metaAoAAndFreqConstraint
   Meta Constraint #: 2 Cost: 1553.676   metaLengthAndFreqConstraint
   Meta Constraint #: 3 Cost: 441.0557   metaImagAndFreqConstraint
Meta Constraint Total: 3153.3187

TOTAL COST (soft + meta): 3149.8999

Deciles for deltaCost in last block:
(1000 iterations total; numIt < blockSize in first block)

	0:  	 -969.86937515 
	10:  	 -173.90965113 
	20:  	 -99.98436116 
	30:  	 -59.01071112 
	40:  	 -28.41853038 
	50:  	 +0.00000000 
	60:  	 +22.53786104 
	70:  	 +55.29348561 
	80:  	 +97.11648333 
	90:  	 +164.40213773 
	100:  	 +1345.98767262 



 97.5th - 2.5th percentile deltaCost: 667.49180468


