Start time: Sat May 29 19:45:53 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 56815
	min: 28629
	avg: 40957.2
	stdev: 10794.7

Best in 0
<Individual size="2">
	<FitnessMin value="28629"/>
	<Tree size="25">- - MIN * max BLKD RI / BLKD SH + max DIFF * + AVG RI AVG / SH min MIN max BLKD BLKD </Tree>
	<Tree size="63">max + + + min AVG DIFF + DIFF MIN / / RI SH / BLKD BLKD - max max BLKD DIFF - RI RI / - DIFF SH min RI BLKD min max / / BLKD DIFF * MIN MIN / / RI RI / AVG DIFF max - + MIN DIFF / MIN AVG max min SH RI - DIFF AVG </Tree>
</Individual>

Fitness on train:28629	2157726.000000
Fitness on validation:29095	2176317.000000
Fitness on test:29026	2175085.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 56815
	min: 28629
	avg: 32764.1
	stdev: 8491.94

Best in 1
<Individual size="2">
	<FitnessMin value="28629"/>
	<Tree size="25">- - MIN * max BLKD RI / BLKD SH + max DIFF * + AVG RI AVG / SH min MIN max BLKD BLKD </Tree>
	<Tree size="63">max + + + min AVG DIFF + DIFF MIN / / RI SH / BLKD BLKD - max max BLKD DIFF - RI RI / - DIFF SH min RI BLKD min max / / BLKD DIFF * MIN MIN / / RI RI / AVG DIFF max - + MIN DIFF / MIN AVG max min SH RI - DIFF AVG </Tree>
</Individual>

Fitness on train:28629	2157726.000000
Fitness on validation:29095	2176317.000000
Fitness on test:29026	2175085.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 39137
	min: 28629
	avg: 30313.7
	stdev: 3163.59

Best in 2
<Individual size="2">
	<FitnessMin value="28629"/>
	<Tree size="25">- - MIN * max BLKD RI / BLKD SH + max DIFF * + AVG RI AVG / SH min MIN max BLKD BLKD </Tree>
	<Tree size="63">max + + + min AVG DIFF + DIFF MIN / / RI SH / BLKD BLKD - max max BLKD DIFF - RI RI / - DIFF SH min RI BLKD min max / / BLKD DIFF * MIN MIN / / RI RI / AVG DIFF max - + MIN DIFF / MIN AVG max min SH RI - DIFF AVG </Tree>
</Individual>

Fitness on train:28629	2157726.000000
Fitness on validation:29095	2176317.000000
Fitness on test:29026	2175085.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 29915
	min: 28629
	avg: 28886.2
	stdev: 541.962

Best in 3
<Individual size="2">
	<FitnessMin value="28629"/>
	<Tree size="25">- - MIN * max BLKD RI / BLKD SH + max DIFF * + AVG RI AVG / SH min MIN max BLKD BLKD </Tree>
	<Tree size="63">max + + + min AVG DIFF + DIFF MIN / / RI SH / BLKD BLKD - max max BLKD DIFF - RI RI / - DIFF SH min RI BLKD min max / / BLKD DIFF * MIN MIN / / RI RI / AVG DIFF max - + MIN DIFF / MIN AVG max min SH RI - DIFF AVG </Tree>
</Individual>

Fitness on train:28629	2157726.000000
Fitness on validation:29095	2176317.000000
Fitness on test:29026	2175085.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 35309
	min: 28629
	avg: 29297
	stdev: 2112.4

Best in 4
<Individual size="2">
	<FitnessMin value="28629"/>
	<Tree size="25">- - MIN * max BLKD RI / BLKD SH + max DIFF * + AVG RI AVG / SH min MIN max BLKD BLKD </Tree>
	<Tree size="63">max + + + min AVG DIFF + DIFF MIN / / RI SH / BLKD BLKD - max max BLKD DIFF - RI RI / - DIFF SH min RI BLKD min max / / BLKD DIFF * MIN MIN / / RI RI / AVG DIFF max - + MIN DIFF / MIN AVG max min SH RI - DIFF AVG </Tree>
</Individual>

Fitness on train:28629	2157726.000000
Fitness on validation:29095	2176317.000000
Fitness on test:29026	2175085.000000
Generation: 5
Elapsed time: 3
Deme: 0
Evaluations: 60
Stats: fitness
	max: 28638
	min: 28629
	avg: 28629.9
	stdev: 2.84605

Best in 5
<Individual size="2">
	<FitnessMin value="28629"/>
	<Tree size="25">- - MIN * max BLKD RI / BLKD SH + max DIFF * + AVG RI AVG / SH min MIN max BLKD BLKD </Tree>
	<Tree size="63">max + + + min AVG DIFF + DIFF MIN / / RI SH / BLKD BLKD - max max BLKD DIFF - RI RI / - DIFF SH min RI BLKD min max / / BLKD DIFF * MIN MIN / / RI RI / AVG DIFF max - + MIN DIFF / MIN AVG max min SH RI - DIFF AVG </Tree>
</Individual>

Fitness on train:28629	2157726.000000
Fitness on validation:29095	2176317.000000
Fitness on test:29026	2175085.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="0">
		<FitnessMin value="28629"/>
		<Tree size="25">- - MIN * max BLKD RI / BLKD SH + max DIFF * + AVG RI AVG / SH min MIN max BLKD BLKD </Tree>
		<Tree size="63">max + + + min AVG DIFF + DIFF MIN / / RI SH / BLKD BLKD - max max BLKD DIFF - RI RI / - DIFF SH min RI BLKD min max / / BLKD DIFF * MIN MIN / / RI RI / AVG DIFF max - + MIN DIFF / MIN AVG max min SH RI - DIFF AVG </Tree>
	</Individual>
</HallOfFame>

