Evolution Growth

Best-of-generation metrics (validation period) across 80 generations.

Metrics by Generation

Best Fitness
Best Validation CAGR
Best Validation Sharpe
Best Validation Max Drawdown
Best Validation Win Rate
Population Size
Distinct Families

Generation Log

GenFinishedTestedSurvivedRejectedNew ElitesBest FitnessBest StrategyPopulationFamilies
792026-10-16 00:3920182130.7782PriceMomentum_V1553401
782026-10-16 00:3622220120.7782PriceMomentum_V1553401
772026-10-16 00:3421192120.7782PriceMomentum_V1553401
762026-10-15 00:4621201160.7782PriceMomentum_V1553401
752026-10-15 00:4422211160.7782PriceMomentum_V1553401
742026-10-15 00:4220191120.7782PriceMomentum_V1553401
732026-10-14 01:2621183150.7782PriceMomentum_V1553401
722026-10-14 01:2421210140.7782PriceMomentum_V1553401
712026-10-14 01:2120191160.7782PriceMomentum_V1553401
702026-10-13 03:1321201130.7732LongTermTrend_V1516401
692026-10-13 03:112120190.7555LongTermTrend_V1421401
682026-10-13 03:0822193110.7555LongTermTrend_V1421401
672026-10-10 02:0423221150.7555LongTermTrend_V1421401
662026-10-10 02:0022211160.7555LongTermTrend_V1421401
652026-10-10 01:5520173150.7555LongTermTrend_V1421401
642026-10-09 02:3121210160.7534LongTermTrend_V1083401
632026-10-09 02:2822202160.7534LongTermTrend_V1083401
622026-10-09 02:251915470.7534LongTermTrend_V1083401
612026-10-08 02:2022211160.7534LongTermTrend_V1083401
602026-10-08 02:1722211150.7534LongTermTrend_V1083401
592026-10-08 02:1323221170.7534LongTermTrend_V1083401
582026-10-07 01:5220191150.7534LongTermTrend_V1083401
572026-10-07 01:4822202100.7534LongTermTrend_V1083402
562026-10-07 01:4521201150.7534LongTermTrend_V1083402
552026-10-06 02:3219154100.7534LongTermTrend_V1083402
542026-10-06 02:2920182140.7534LongTermTrend_V1083402
532026-10-06 02:2622211150.7534LongTermTrend_V1083402
522026-10-03 01:2321192120.7534LongTermTrend_V1083402
512026-10-03 01:2123230180.7534LongTermTrend_V1083402
502026-10-03 01:1822211150.7534LongTermTrend_V1083402
492026-10-02 01:5123212180.7534LongTermTrend_V1083402
482026-10-02 01:4920182130.7507PriceMomentum_V0690402
472026-10-02 01:4723230160.7507PriceMomentum_V0690402
462026-10-01 01:3219163120.7507PriceMomentum_V0690402
452026-10-01 01:2823221180.7507PriceMomentum_V0690402
442026-10-01 01:2523212180.7507PriceMomentum_V0690402
432026-09-30 01:3421192170.7507PriceMomentum_V0690402
422026-09-30 01:3022220170.7507PriceMomentum_V0690402
412026-09-30 01:2722166120.7507PriceMomentum_V0690402
402026-09-29 02:1621210160.7507PriceMomentum_V0690402
392026-09-29 02:1322193140.7507PriceMomentum_V0690402
382026-09-29 02:1024222200.7507PriceMomentum_V0690402
372026-09-26 00:5424222160.7507PriceMomentum_V0690403
362026-09-26 00:5221210160.7507PriceMomentum_V0690403
352026-09-26 00:5023221140.7507PriceMomentum_V0690403
342026-09-25 00:4822211170.7507PriceMomentum_V0690403
332026-09-25 00:4623203160.7507PriceMomentum_V0690403
322026-09-25 00:4321192150.7507PriceMomentum_V0690403
312026-09-24 00:5023203160.7385PriceMomentum_V0640403
302026-09-24 00:4720182120.7385PriceMomentum_V0640403
292026-09-24 00:4323203140.7385PriceMomentum_V0640403
282026-09-23 01:0019181120.7293LongTermTrend_V0519403
272026-09-23 00:5521192120.7293LongTermTrend_V0519403
262026-09-23 00:5221201170.7293LongTermTrend_V0519403
252026-09-22 01:0823194170.7293LongTermTrend_V0519403
242026-09-22 01:0522202150.7293LongTermTrend_V0519403
232026-09-22 01:0223203160.7176PriceMomentum_V0267403
222026-09-19 00:3924204150.7176PriceMomentum_V0267403
212026-09-19 00:3520200150.7176PriceMomentum_V0267403
202026-09-19 00:3122202180.7176PriceMomentum_V0267403
192026-09-18 20:2223185140.7176PriceMomentum_V0267403
182026-09-18 20:1724240180.7176PriceMomentum_V0267403
172026-09-18 20:1324231200.7176PriceMomentum_V0267403
162026-09-18 23:2822211170.7176PriceMomentum_V0267403
152026-09-18 23:2823212180.7176PriceMomentum_V0267403
142026-09-18 23:2821210150.7176PriceMomentum_V0267404
132026-09-18 22:4924213160.7176PriceMomentum_V0267404
122026-09-18 22:4923203160.7176PriceMomentum_V0267404
112026-09-18 22:4923203160.7115PriceMomentum_V0227404
102026-09-18 22:4919163140.7059MACDMomentum_V0005404
92026-09-18 22:4922220160.7059MACDMomentum_V0005404
82026-09-18 22:491818090.7059MACDMomentum_V0005404
72026-09-18 22:4620173100.7059MACDMomentum_V0005404
62026-09-18 22:4620191140.7059MACDMomentum_V0005404
52026-09-18 22:4622202140.7059MACDMomentum_V0005404
42026-09-18 22:4521174110.7059MACDMomentum_V0005404
32026-09-18 22:4521165110.7059MACDMomentum_V0005405
22026-09-18 22:452014690.7059MACDMomentum_V0005407
12026-09-18 22:4520182100.7059MACDMomentum_V0005338
02026-09-18 22:4516151120.7059MACDMomentum_V0005157

MAP-Elites Archive

best strategy per family × holding-period niche
Familyshort holdmedium holdlong hold
breakout
Breakout20_V0445ARCHIVED
fitness 0.5848
Breakout20_V0374ARCHIVED
fitness 0.6954
VolumeBreakout_V0189ARCHIVED
fitness 0.6094
buy_the_dip—
RSIPullbackInUptrend_V0050ARCHIVED
fitness 0.1857
—
defensive
DrawdownControl_V0090ARCHIVED
fitness 0.1032
—
DrawdownControl_V0018ARCHIVED
fitness 0.3772
hybrid
LongTermTrend_V1201ARCHIVED
fitness 0.7337
PriceMomentum_V1553ELITE
fitness 0.7782
PriceMomentum_V1608ELITE
fitness 0.7582
mean_reversion—
RSIOversold_V0009ARCHIVED
fitness 0.3093
—
momentum
PriceMomentum_V0466ARCHIVED
fitness 0.6199
MACDMomentum_V0005ARCHIVED
fitness 0.7059
PriceMomentum_V0267ARCHIVED
fitness 0.7176
trend_following
LongTermTrend_V0029ARCHIVED
fitness 0.5147
LongTermTrend_V0135ARCHIVED
fitness 0.5180
SMACross_50_200_V0006ARCHIVED
fitness 0.6290
volatility——
VolContraction_V0016ARCHIVED
fitness 0.3356

Each niche keeps the fittest strategy of its family and holding bucket — diversity pressure for the evolutionary search. Validation CAGR of the overall best: 113.9%