Start time: Sat May 29 19:46:27 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 51628
	min: 26454
	avg: 37759.6
	stdev: 8388.08

Best in 0
<Individual size="2">
	<FitnessMin value="26454"/>
	<Tree size="25">max RI min / * max DIFF SH SH + + DIFF SH RI max - max AVG RI RI * BLKD + RI RI </Tree>
	<Tree size="63">min + / + / RI BLKD min RI DIFF - / SH RI max SH AVG max + min BLKD SH min SH RI min - RI SH min BLKD DIFF + max - / MIN DIFF + RI BLKD - min AVG DIFF / SH BLKD / - / SH DIFF / DIFF MIN * - AVG MIN + SH SH </Tree>
</Individual>

Fitness on train:26454	2076139.000000
Fitness on validation:26618	2084434.000000
Fitness on test:26636	2084831.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 33779
	min: 26454
	avg: 29657.7
	stdev: 2472.87

Best in 1
<Individual size="2">
	<FitnessMin value="26454"/>
	<Tree size="25">max RI min / * max DIFF SH SH + + DIFF SH RI max - max AVG RI RI * BLKD + RI RI </Tree>
	<Tree size="63">min + / + / RI BLKD min RI DIFF - / SH RI max SH AVG max + min BLKD SH min SH RI min - RI SH min BLKD DIFF + max - / MIN DIFF + RI BLKD - min AVG DIFF / SH BLKD / - / SH DIFF / DIFF MIN * - AVG MIN + SH SH </Tree>
</Individual>

Fitness on train:26454	2076139.000000
Fitness on validation:26618	2084434.000000
Fitness on test:26636	2084831.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 39137
	min: 26454
	avg: 28919.2
	stdev: 3823.95

Best in 2
<Individual size="2">
	<FitnessMin value="26454"/>
	<Tree size="25">max RI min / * max DIFF SH SH + + DIFF SH RI max - max AVG RI RI * BLKD + RI RI </Tree>
	<Tree size="63">min + / + / RI BLKD min RI DIFF - / SH RI max SH AVG max + min BLKD SH min SH RI min - RI SH min BLKD DIFF + max - / MIN DIFF + RI BLKD - min AVG DIFF / SH BLKD / - / SH DIFF / DIFF MIN * - AVG MIN + SH SH </Tree>
</Individual>

Fitness on train:26454	2076139.000000
Fitness on validation:26618	2084434.000000
Fitness on test:26636	2084831.000000
Generation: 3
Elapsed time: 3
Deme: 0
Evaluations: 40
Stats: fitness
	max: 28946
	min: 26090
	avg: 26590.5
	stdev: 865.01

Best in 3
<Individual size="2">
	<FitnessMin value="26090"/>
	<Tree size="63">min + max min * SH SH max DIFF RI + / MIN SH / AVG DIFF max max + SH RI - DIFF SH max - SH RI * RI RI min min min max SH SH * DIFF RI / max MIN DIFF / BLKD DIFF max * + DIFF RI * RI SH max - SH RI * RI MIN </Tree>
	<Tree size="63">min + / + / RI BLKD min RI DIFF - / SH RI max SH AVG max + min BLKD SH min SH RI min - RI SH min BLKD DIFF + max - / MIN DIFF + RI BLKD - min AVG DIFF / SH BLKD / - / SH DIFF / DIFF MIN * - AVG MIN + SH SH </Tree>
</Individual>

Fitness on train:26090	2061678.000000
Fitness on validation:26241	2068859.000000
Fitness on test:26395	2076126.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 26200
	min: 26087
	avg: 26111.4
	stdev: 46.7124

Best in 4
<Individual size="2">
	<FitnessMin value="26087"/>
	<Tree size="63">min + max + min SH SH max AVG SH + / DIFF SH + AVG AVG max max - SH RI - DIFF SH - - DIFF DIFF * RI RI min min min max DIFF SH * DIFF RI / max MIN DIFF / BLKD DIFF max * + DIFF RI * RI SH max - SH RI * RI MIN </Tree>
	<Tree size="63">min + / + / RI MIN min RI DIFF - / SH RI max SH AVG max + min BLKD SH min SH RI min - RI SH min BLKD DIFF + max - / MIN DIFF + RI BLKD - min AVG DIFF / SH BLKD / - / SH DIFF / DIFF MIN * - AVG MIN + SH SH </Tree>
</Individual>

Fitness on train:26087	2061394.000000
Fitness on validation:26244	2068474.000000
Fitness on test:26400	2075864.000000
Generation: 5
Elapsed time: 4
Deme: 0
Evaluations: 60
Stats: fitness
	max: 26090
	min: 26087
	avg: 26088.5
	stdev: 1.58114

Best in 5
<Individual size="2">
	<FitnessMin value="26087"/>
	<Tree size="63">min + max + min SH SH max AVG SH + / DIFF SH + AVG AVG max max - SH RI - DIFF SH - - DIFF DIFF * RI RI min min min max DIFF SH * DIFF RI / max MIN DIFF / BLKD DIFF max * + DIFF RI * RI SH max - SH RI * RI MIN </Tree>
	<Tree size="63">min + / + / RI MIN min RI DIFF - / SH RI max SH AVG max + min BLKD SH min SH RI min - RI SH min BLKD DIFF + max - / MIN DIFF + RI BLKD - min AVG DIFF / SH BLKD / - / SH DIFF / DIFF MIN * - AVG MIN + SH SH </Tree>
</Individual>

Fitness on train:26087	2061394.000000
Fitness on validation:26244	2068474.000000
Fitness on test:26400	2075864.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="4">
		<FitnessMin value="26087"/>
		<Tree size="63">min + max + min SH SH max AVG SH + / DIFF SH + AVG AVG max max - SH RI - DIFF SH - - DIFF DIFF * RI RI min min min max DIFF SH * DIFF RI / max MIN DIFF / BLKD DIFF max * + DIFF RI * RI SH max - SH RI * RI MIN </Tree>
		<Tree size="63">min + / + / RI MIN min RI DIFF - / SH RI max SH AVG max + min BLKD SH min SH RI min - RI SH min BLKD DIFF + max - / MIN DIFF + RI BLKD - min AVG DIFF / SH BLKD / - / SH DIFF / DIFF MIN * - AVG MIN + SH SH </Tree>
	</Individual>
</HallOfFame>

