Start time: Sat May 29 19:45:05 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 63175
	min: 28341
	avg: 42903.3
	stdev: 10473.9

Best in 0
<Individual size="2">
	<FitnessMin value="28341"/>
	<Tree size="63">* - + max min RI BLKD - MIN SH min - RI MIN + MIN AVG / * / RI RI + BLKD SH + / BLKD DIFF / AVG DIFF min max + + RI DIFF min RI BLKD * * MIN AVG + RI RI + * / RI RI min MIN DIFF / max MIN BLKD + BLKD MIN </Tree>
	<Tree size="63">- * * + / MIN DIFF max DIFF DIFF * min SH BLKD min AVG SH + * max SH RI max BLKD MIN * - DIFF SH min AVG BLKD - max - max MIN BLKD * DIFF SH - / BLKD AVG + AVG MIN min / - RI RI min DIFF SH min min RI DIFF max RI DIFF </Tree>
</Individual>

Fitness on train:28341	2152121.000000
Fitness on validation:28482	2157569.000000
Fitness on test:28698	2166179.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 39749
	min: 28341
	avg: 31094.2
	stdev: 4127.56

Best in 1
<Individual size="2">
	<FitnessMin value="28341"/>
	<Tree size="63">* - + max min RI BLKD - MIN SH min - RI MIN + MIN AVG / * / RI RI + BLKD SH + / BLKD DIFF / AVG DIFF min max + + RI DIFF min RI BLKD * * MIN AVG + RI RI + * / RI RI min MIN DIFF / max MIN BLKD + BLKD MIN </Tree>
	<Tree size="63">- * * + / MIN DIFF max DIFF DIFF * min SH BLKD min AVG SH + * max SH RI max BLKD MIN * - DIFF SH min AVG BLKD - max - max MIN BLKD * DIFF SH - / BLKD AVG + AVG MIN min / - RI RI min DIFF SH min min RI DIFF max RI DIFF </Tree>
</Individual>

Fitness on train:28341	2152121.000000
Fitness on validation:28482	2157569.000000
Fitness on test:28698	2166179.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 29038
	min: 27866
	avg: 28458.2
	stdev: 405.048

Best in 2
<Individual size="2">
	<FitnessMin value="27866"/>
	<Tree size="59">* - + max min RI BLKD - MIN SH - MIN SH / * / RI RI + BLKD SH + / BLKD DIFF / AVG DIFF min max + + RI DIFF min RI BLKD * * MIN AVG + RI RI + * / RI RI min MIN DIFF / max MIN BLKD + BLKD MIN </Tree>
	<Tree size="63">- * * + / MIN DIFF max DIFF DIFF * min SH BLKD min AVG SH + * max SH RI max BLKD MIN * - DIFF SH min AVG BLKD - max - max MIN BLKD * DIFF SH - / BLKD AVG + AVG MIN min / - RI RI min DIFF SH min min RI BLKD max RI DIFF </Tree>
</Individual>

Fitness on train:27866	2131443.000000
Fitness on validation:27996	2137324.000000
Fitness on test:28397	2151677.000000
Generation: 3
Elapsed time: 3
Deme: 0
Evaluations: 40
Stats: fitness
	max: 28341
	min: 26831
	avg: 27810.2
	stdev: 436.535

Best in 3
<Individual size="2">
	<FitnessMin value="26831"/>
	<Tree size="15">+ * / RI RI min MIN DIFF / max MIN BLKD + BLKD MIN </Tree>
	<Tree size="63">- * * + / MIN DIFF max DIFF DIFF * min SH BLKD min AVG SH + * max SH RI max BLKD MIN * - DIFF SH min AVG BLKD - max - max MIN BLKD * DIFF SH - / BLKD AVG + AVG MIN min / - RI RI min DIFF SH min min RI BLKD max RI DIFF </Tree>
</Individual>

Fitness on train:26831	2095852.000000
Fitness on validation:27015	2102749.000000
Fitness on test:27197	2110815.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 27866
	min: 26365
	avg: 27433.3
	stdev: 619.864

Best in 4
<Individual size="2">
	<FitnessMin value="26365"/>
	<Tree size="15">+ * / RI RI min MIN DIFF / max MIN BLKD + BLKD MIN </Tree>
	<Tree size="59">- * * + / MIN DIFF max DIFF DIFF max MIN BLKD + * max SH RI max BLKD MIN * - DIFF SH min AVG BLKD - max - max MIN BLKD * DIFF SH - / BLKD AVG + AVG MIN min / - RI RI min DIFF SH min min RI BLKD max RI DIFF </Tree>
</Individual>

Fitness on train:26365	2076518.000000
Fitness on validation:26588	2085242.000000
Fitness on test:26730	2093324.000000
Generation: 5
Elapsed time: 4
Deme: 0
Evaluations: 60
Stats: fitness
	max: 27866
	min: 26155
	avg: 26789.3
	stdev: 490.24

Best in 5
<Individual size="2">
	<FitnessMin value="26155"/>
	<Tree size="27">+ * / RI RI min MIN DIFF / / * / RI RI + BLKD SH + min MIN DIFF / AVG DIFF + BLKD MIN </Tree>
	<Tree size="59">- * * + / MIN DIFF max DIFF DIFF max MIN BLKD + * max SH RI max BLKD MIN * - DIFF SH min AVG BLKD - max - max MIN BLKD * DIFF SH - / BLKD AVG + AVG MIN min / - RI RI min DIFF SH min min RI BLKD max RI DIFF </Tree>
</Individual>

Fitness on train:26155	2078669.000000
Fitness on validation:26202	2079474.000000
Fitness on test:26361	2085200.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="5">
		<FitnessMin value="26155"/>
		<Tree size="27">+ * / RI RI min MIN DIFF / / * / RI RI + BLKD SH + min MIN DIFF / AVG DIFF + BLKD MIN </Tree>
		<Tree size="59">- * * + / MIN DIFF max DIFF DIFF max MIN BLKD + * max SH RI max BLKD MIN * - DIFF SH min AVG BLKD - max - max MIN BLKD * DIFF SH - / BLKD AVG + AVG MIN min / - RI RI min DIFF SH min min RI BLKD max RI DIFF </Tree>
	</Individual>
</HallOfFame>

