Start time: Sat May 29 19:45:49 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 66667
	min: 25920
	avg: 45731.5
	stdev: 11436.7

Best in 0
<Individual size="2">
	<FitnessMin value="25920"/>
	<Tree size="13">min SH min min MIN BLKD / - RI min AVG RI RI </Tree>
	<Tree size="63">max max + min - AVG RI max RI AVG / + BLKD SH - AVG RI max / * BLKD RI - DIFF SH min + AVG DIFF * DIFF BLKD - max / min AVG BLKD / DIFF MIN min max RI DIFF * DIFF MIN - max + MIN SH + BLKD RI - * SH MIN min MIN MIN </Tree>
</Individual>

Fitness on train:25920	2027001.000000
Fitness on validation:26447	2047677.000000
Fitness on test:26333	2045985.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 48699
	min: 25920
	avg: 34068.1
	stdev: 9229.55

Best in 1
<Individual size="2">
	<FitnessMin value="25920"/>
	<Tree size="13">min SH min min MIN BLKD / - RI min AVG RI RI </Tree>
	<Tree size="63">max max + min - AVG RI max RI AVG / + BLKD SH - AVG RI max / * BLKD RI - DIFF SH min + AVG DIFF * DIFF BLKD - max / min AVG BLKD / DIFF MIN min max RI DIFF * DIFF MIN - max + MIN SH + BLKD RI - * SH MIN min MIN MIN </Tree>
</Individual>

Fitness on train:25920	2027001.000000
Fitness on validation:26447	2047677.000000
Fitness on test:26333	2045985.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 25920
	min: 25920
	avg: 25920
	stdev: 0

Best in 2
<Individual size="2">
	<FitnessMin value="25920"/>
	<Tree size="13">min SH min min MIN BLKD / - RI min AVG RI RI </Tree>
	<Tree size="63">max max + min - AVG RI max RI AVG / + BLKD SH - AVG RI max / * BLKD RI - DIFF SH min + AVG DIFF * DIFF BLKD - max / min AVG BLKD / DIFF MIN min max RI DIFF * DIFF MIN - max + MIN SH + BLKD RI - * SH MIN min MIN MIN </Tree>
</Individual>

Fitness on train:25920	2027001.000000
Fitness on validation:26447	2047677.000000
Fitness on test:26333	2045985.000000
Generation: 3
Elapsed time: 3
Deme: 0
Evaluations: 40
Stats: fitness
	max: 54379
	min: 25920
	avg: 28980
	stdev: 8949.63

Best in 3
<Individual size="2">
	<FitnessMin value="25920"/>
	<Tree size="13">min SH min min MIN BLKD / - RI min AVG RI RI </Tree>
	<Tree size="63">max max + min - AVG RI max RI AVG / + BLKD SH - AVG RI max / * BLKD RI - DIFF SH min + AVG DIFF * DIFF BLKD - max / min AVG BLKD / DIFF MIN min max RI DIFF * DIFF MIN - max + MIN SH + BLKD RI - * SH MIN min MIN MIN </Tree>
</Individual>

Fitness on train:25920	2027001.000000
Fitness on validation:26447	2047677.000000
Fitness on test:26333	2045985.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 25920
	min: 25920
	avg: 25920
	stdev: 0

Best in 4
<Individual size="2">
	<FitnessMin value="25920"/>
	<Tree size="13">min SH min min MIN BLKD / - RI min AVG RI RI </Tree>
	<Tree size="63">max max + min - AVG RI max RI AVG / + BLKD SH - AVG RI max / * BLKD RI - DIFF SH min + AVG DIFF * DIFF BLKD - max / min AVG BLKD / DIFF MIN min max RI DIFF * DIFF MIN - max + MIN SH + BLKD RI - * SH MIN min MIN MIN </Tree>
</Individual>

Fitness on train:25920	2027001.000000
Fitness on validation:26447	2047677.000000
Fitness on test:26333	2045985.000000
Generation: 5
Elapsed time: 4
Deme: 0
Evaluations: 60
Stats: fitness
	max: 39137
	min: 25920
	avg: 27241.7
	stdev: 4179.58

Best in 5
<Individual size="2">
	<FitnessMin value="25920"/>
	<Tree size="13">min SH min min MIN BLKD / - RI min AVG RI RI </Tree>
	<Tree size="63">max max + min - AVG RI max RI AVG / + BLKD SH - AVG RI max / * BLKD RI - DIFF SH min + AVG DIFF * DIFF BLKD - max / min AVG BLKD / DIFF MIN min max RI DIFF * DIFF MIN - max + MIN SH + BLKD RI - * SH MIN min MIN MIN </Tree>
</Individual>

Fitness on train:25920	2027001.000000
Fitness on validation:26447	2047677.000000
Fitness on test:26333	2045985.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="0">
		<FitnessMin value="25920"/>
		<Tree size="13">min SH min min MIN BLKD / - RI min AVG RI RI </Tree>
		<Tree size="63">max max + min - AVG RI max RI AVG / + BLKD SH - AVG RI max / * BLKD RI - DIFF SH min + AVG DIFF * DIFF BLKD - max / min AVG BLKD / DIFF MIN min max RI DIFF * DIFF MIN - max + MIN SH + BLKD RI - * SH MIN min MIN MIN </Tree>
	</Individual>
</HallOfFame>

