Start time: Sat May 29 19:46:13 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 68285
	min: 28471
	avg: 46650.1
	stdev: 16164.2

Best in 0
<Individual size="2">
	<FitnessMin value="28471"/>
	<Tree size="63">max / max max + DIFF MIN * SH SH - + SH DIFF max BLKD RI max - + AVG AVG max RI DIFF min / DIFF RI + BLKD DIFF * - max - AVG SH min MIN RI * * MIN MIN min AVG MIN / min min MIN BLKD / DIFF RI min + SH MIN / RI RI </Tree>
	<Tree size="15">max * max * AVG MIN - min MIN AVG SH MIN + MIN SH </Tree>
</Individual>

Fitness on train:28471	2150765.000000
Fitness on validation:28589	2157278.000000
Fitness on test:28765	2166069.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 51764
	min: 28050
	avg: 34086.7
	stdev: 6902

Best in 1
<Individual size="2">
	<FitnessMin value="28050"/>
	<Tree size="63">max / max max + DIFF MIN * SH SH - + SH DIFF max BLKD RI max - + AVG AVG max RI DIFF min / DIFF RI + BLKD DIFF * - max - AVG SH min MIN RI * * MIN MIN min AVG MIN / min min MIN BLKD / DIFF RI min + SH MIN / RI RI </Tree>
	<Tree size="5">+ MIN + MIN SH </Tree>
</Individual>

Fitness on train:28050	2139328.000000
Fitness on validation:28331	2150365.000000
Fitness on test:28368	2152437.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 36058
	min: 28050
	avg: 30981
	stdev: 2449.6

Best in 2
<Individual size="2">
	<FitnessMin value="28050"/>
	<Tree size="63">max / max max + DIFF MIN * SH SH - + SH DIFF max BLKD RI max - + AVG AVG max RI DIFF min / DIFF RI + BLKD DIFF * - max - AVG SH min MIN RI * * MIN MIN min AVG MIN / min min MIN BLKD / DIFF RI min + SH MIN / RI RI </Tree>
	<Tree size="5">+ MIN + MIN SH </Tree>
</Individual>

Fitness on train:28050	2139328.000000
Fitness on validation:28331	2150365.000000
Fitness on test:28368	2152437.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 28471
	min: 27923
	avg: 28191.2
	stdev: 217.218

Best in 3
<Individual size="2">
	<FitnessMin value="27923"/>
	<Tree size="63">max / max max + DIFF MIN * SH SH - + SH DIFF max BLKD RI max - + AVG AVG max RI DIFF min / RI RI + BLKD DIFF * - max - AVG SH min MIN RI * * MIN MIN min AVG MIN / min min MIN BLKD / DIFF RI min + SH MIN / RI RI </Tree>
	<Tree size="3">+ MIN MIN </Tree>
</Individual>

Fitness on train:27923	2131329.000000
Fitness on validation:28031	2137016.000000
Fitness on test:28231	2146490.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 33925
	min: 27919
	avg: 29586.2
	stdev: 2462.96

Best in 4
<Individual size="2">
	<FitnessMin value="27919"/>
	<Tree size="63">max / max max + DIFF MIN * SH SH - + SH DIFF max BLKD RI max - + AVG AVG max RI DIFF min / RI RI + BLKD DIFF * - max - AVG SH min MIN RI * * MIN MIN min AVG MIN / min min MIN BLKD / DIFF RI min + SH MIN / RI RI </Tree>
	<Tree size="5">+ MIN + MIN SH </Tree>
</Individual>

Fitness on train:27919	2131687.000000
Fitness on validation:28085	2139568.000000
Fitness on test:28191	2144821.000000
Generation: 5
Elapsed time: 4
Deme: 0
Evaluations: 60
Stats: fitness
	max: 50189
	min: 27919
	avg: 30198.8
	stdev: 7024.14

Best in 5
<Individual size="2">
	<FitnessMin value="27919"/>
	<Tree size="63">max / max max + DIFF MIN * SH SH - + SH DIFF max BLKD RI max - + AVG AVG max RI DIFF min / RI RI + BLKD DIFF * - max - AVG SH min MIN RI * * MIN MIN min AVG MIN / min min MIN BLKD / DIFF RI min + SH MIN / RI RI </Tree>
	<Tree size="5">+ MIN + MIN SH </Tree>
</Individual>

Fitness on train:27919	2131687.000000
Fitness on validation:28085	2139568.000000
Fitness on test:28191	2144821.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="4">
		<FitnessMin value="27919"/>
		<Tree size="63">max / max max + DIFF MIN * SH SH - + SH DIFF max BLKD RI max - + AVG AVG max RI DIFF min / RI RI + BLKD DIFF * - max - AVG SH min MIN RI * * MIN MIN min AVG MIN / min min MIN BLKD / DIFF RI min + SH MIN / RI RI </Tree>
		<Tree size="5">+ MIN + MIN SH </Tree>
	</Individual>
</HallOfFame>

