Class org.drip.coverage.execution.Almgren2009

1

tests

0

failures

0

ignored

0.453s

duration

100%

successful

Tests

Test Duration Result
codeCoverageTest 0.453s passed

Standard output

	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 76 ms
	|-----------------------------------------------------------------|


	||-------------------------------------------------------------------||
	||      L -> R:                                                      ||
	||              - Non Dimensional Time                               ||
	||              - Realized Market State                              ||
	||              - Non Dimensional Cost                               ||
	||              - Non Dimensional Cost Gradient                      ||
	||              - Non Dimensional Cost Jacobian                      ||
	||              - Non Dimensional Cost Trade Velocity                ||
	||              - Non Dimensional Outstanding Holdings               ||
	||-------------------------------------------------------------------||
	|| 0.00 => -0.5000 |  0.0000 |  0.0000 |  0.0000 |  0.0000 |  1.0000 ||
	|| 0.25 =>  0.1874 |  0.0021 | -0.0021 |  0.0021 |  0.0017 |  0.9996 ||
	|| 0.50 =>  0.4115 |  0.0042 | -0.0011 |  0.0017 |  0.0028 |  0.9989 ||
	|| 0.75 =>  0.2058 |  0.0065 | -0.0017 |  0.0020 |  0.0053 |  0.9976 ||
	|| 1.00 => -0.0251 |  0.0093 | -0.0021 |  0.0026 |  0.0095 |  0.9952 ||
	|| 1.25 =>  0.7183 |  0.0112 | -0.0007 |  0.0012 |  0.0054 |  0.9938 ||
	|| 1.50 =>  0.9791 |  0.0124 | -0.0008 |  0.0009 |  0.0046 |  0.9927 ||
	|| 1.75 =>  0.3454 |  0.0144 | -0.0016 |  0.0017 |  0.0101 |  0.9901 ||
	|| 2.00 => -0.4078 |  0.0181 | -0.0033 |  0.0037 |  0.0270 |  0.9834 ||
	|| 2.25 => -0.8680 |  0.0236 | -0.0049 |  0.0058 |  0.0553 |  0.9696 ||
	|| 2.50 => -0.9343 |  0.0292 | -0.0048 |  0.0060 |  0.0720 |  0.9516 ||
	|| 2.75 => -0.9428 |  0.0347 | -0.0047 |  0.0059 |  0.0847 |  0.9304 ||
	|| 3.00 => -0.5778 |  0.0387 | -0.0027 |  0.0039 |  0.0641 |  0.9143 ||
	|| 3.25 => -0.0010 |  0.0413 | -0.0014 |  0.0021 |  0.0378 |  0.9049 ||
	|| 3.50 =>  0.3624 |  0.0431 | -0.0011 |  0.0014 |  0.0272 |  0.8981 ||
	|| 3.75 =>  0.4802 |  0.0447 | -0.0010 |  0.0013 |  0.0248 |  0.8919 ||
	|| 4.00 =>  0.4079 |  0.0463 | -0.0011 |  0.0013 |  0.0275 |  0.8850 ||
	|| 4.25 =>  1.0663 |  0.0474 | -0.0004 |  0.0007 |  0.0144 |  0.8814 ||
	|| 4.50 =>  1.1614 |  0.0482 | -0.0005 |  0.0006 |  0.0133 |  0.8781 ||
	|| 4.75 =>  0.8021 |  0.0493 | -0.0007 |  0.0009 |  0.0194 |  0.8732 ||
	|| 5.00 =>  1.0057 |  0.0502 | -0.0005 |  0.0007 |  0.0160 |  0.8692 ||
	|| 5.25 =>  0.8504 |  0.0512 | -0.0007 |  0.0008 |  0.0190 |  0.8645 ||
	|| 5.50 =>  1.5009 |  0.0520 | -0.0002 |  0.0004 |  0.0100 |  0.8620 ||
	|| 5.75 =>  0.8373 |  0.0529 | -0.0007 |  0.0008 |  0.0197 |  0.8570 ||
	|| 6.00 =>  0.3010 |  0.0544 | -0.0012 |  0.0013 |  0.0345 |  0.8484 ||
	|| 6.25 => -0.0704 |  0.0564 | -0.0016 |  0.0019 |  0.0514 |  0.8356 ||
	|| 6.50 => -0.9159 |  0.0605 | -0.0039 |  0.0043 |  0.1264 |  0.8040 ||
	|| 6.75 => -0.8543 |  0.0640 | -0.0028 |  0.0037 |  0.1209 |  0.7738 ||
	|| 7.00 => -1.1102 |  0.0682 | -0.0038 |  0.0045 |  0.1601 |  0.7337 ||
	|| 7.25 => -1.3520 |  0.0726 | -0.0042 |  0.0052 |  0.2059 |  0.6823 ||
	|| 7.50 => -0.9183 |  0.0752 | -0.0019 |  0.0030 |  0.1286 |  0.6501 ||
	|| 7.75 => -0.4363 |  0.0771 | -0.0012 |  0.0017 |  0.0775 |  0.6307 ||
	|| 8.00 => -1.0329 |  0.0798 | -0.0025 |  0.0028 |  0.1415 |  0.5954 ||
	|| 8.25 => -1.3977 |  0.0830 | -0.0030 |  0.0037 |  0.1998 |  0.5454 ||
	|| 8.50 => -0.7214 |  0.0845 | -0.0008 |  0.0016 |  0.0948 |  0.5217 ||
	|| 8.75 => -0.8380 |  0.0862 | -0.0014 |  0.0017 |  0.1039 |  0.4957 ||
	|| 9.00 => -0.4538 |  0.0872 | -0.0007 |  0.0010 |  0.0681 |  0.4787 ||
	|| 9.25 =>  0.2607 |  0.0878 | -0.0003 |  0.0005 |  0.0324 |  0.4706 ||
	|| 9.50 => -0.4525 |  0.0888 | -0.0008 |  0.0009 |  0.0657 |  0.4542 ||
	|| 9.75 => -1.2053 |  0.0904 | -0.0016 |  0.0018 |  0.1371 |  0.4199 ||
	||-------------------------------------------------------------------||

	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Finish Time    => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 76 ms
	|    Run Duration   => 42 ms
	|-----------------------------------------------------------------|


	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 1 ms
	|-----------------------------------------------------------------|


	||--------------------------------------------------------||
	||     ADAPTIVE OPTIMAL TRAJECTORY GENERATION INPUTS      ||
	||--------------------------------------------------------||
	|| Order Size                                 =>   1.0000 ||
	|| Order Execution Time                       =>  10      ||
	|| Ornstein Uhlenbeck Burstiness              =>   1.0000 ||
	|| Ornstein Uhlenbeck Relaxation Time         =>   1.0000 ||
	|| Coordinated Variation Reference Liquidity  =>   1.0000 ||
	|| Coordinated Variation Reference Volatility =>   1.0000 ||
	|| Mean Variance Risk Aversion                =>   1.0000 ||
	|| Number of Evolution Nodes                  =>  40      ||
	||--------------------------------------------------------||

	||-------------------------------------||
	||     ADAPTIVE OPTIMAL TRAJECTORY     ||
	||-------------------------------------||
	||     L -> R:                         ||
	||             - Time                  ||
	||             - Holdings              ||
	||             - Trade Rate            ||
	||             - Realized Cost         ||
	||-------------------------------------||
	||  0.00 |  1.0000 |  0.0000 |  0.0000 ||
	||  0.25 |  0.9722 |  0.1110 |  0.1352 ||
	||  0.50 |  0.9484 |  0.0954 |  0.2442 ||
	||  0.75 |  0.8990 |  0.1976 |  0.3212 ||
	||  1.00 |  0.7606 |  0.5534 |  0.4581 ||
	||  1.25 |  0.6111 |  0.5982 |  0.5661 ||
	||  1.50 |  0.3818 |  0.9172 |  0.6653 ||
	||  1.75 |  0.1457 |  0.9441 |  0.7023 ||
	||  2.00 |  0.1135 |  0.1289 |  0.7091 ||
	||  2.25 |  0.0796 |  0.1355 |  0.7089 ||
	||  2.50 |  0.0678 |  0.0475 |  0.7082 ||
	||  2.75 |  0.0560 |  0.0471 |  0.7077 ||
	||  3.00 |  0.0439 |  0.0484 |  0.7074 ||
	||  3.25 |  0.0389 |  0.0200 |  0.7073 ||
	||  3.50 |  0.0292 |  0.0388 |  0.7072 ||
	||  3.75 |  0.0216 |  0.0303 |  0.7071 ||
	||  4.00 |  0.0200 |  0.0064 |  0.7071 ||
	||  4.25 |  0.0181 |  0.0074 |  0.7071 ||
	||  4.50 |  0.0172 |  0.0038 |  0.7071 ||
	||  4.75 |  0.0165 |  0.0030 |  0.7071 ||
	||  5.00 |  0.0151 |  0.0054 |  0.7071 ||
	||  5.25 |  0.0130 |  0.0084 |  0.7071 ||
	||  5.50 |  0.0088 |  0.0169 |  0.7071 ||
	||  5.75 |  0.0069 |  0.0076 |  0.7071 ||
	||  6.00 |  0.0045 |  0.0095 |  0.7071 ||
	||  6.25 |  0.0033 |  0.0051 |  0.7071 ||
	||  6.50 |  0.0022 |  0.0044 |  0.7071 ||
	||  6.75 |  0.0016 |  0.0021 |  0.7071 ||
	||  7.00 |  0.0013 |  0.0012 |  0.7071 ||
	||  7.25 |  0.0011 |  0.0008 |  0.7071 ||
	||  7.50 |  0.0009 |  0.0009 |  0.7071 ||
	||  7.75 |  0.0005 |  0.0013 |  0.7071 ||
	||  8.00 |  0.0003 |  0.0008 |  0.7071 ||
	||  8.25 |  0.0002 |  0.0006 |  0.7071 ||
	||  8.50 |  0.0001 |  0.0002 |  0.7071 ||
	||  8.75 |  0.0001 |  0.0001 |  0.7071 ||
	||  9.00 |  0.0001 |  0.0001 |  0.7071 ||
	||  9.25 |  0.0001 |  0.0001 |  0.7071 ||
	||  9.50 |  0.0001 |  0.0000 |  0.7071 ||
	||  9.75 |  0.0001 |  0.0000 |  0.7071 ||
	||-------------------------------------||

	||---------------------------------||
	||    OPTIMAL TRAJECTORY OUTPUTS   ||
	||---------------------------------||
	|| Time Scale          =>   1.0000 ||
	|| Trade Rate Scale    =>   1.0000 ||
	|| Cost Scale          =>   1.0000 ||
	|| Mean Market Urgency =>   0.7071 ||
	|| Market Power        =>   0.0316 ||
	|| Risk Aversion Scale =>   0.7071 ||
	||---------------------------------||

	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Finish Time    => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 1 ms
	|    Run Duration   => 133 ms
	|-----------------------------------------------------------------|


	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 2 ms
	|-----------------------------------------------------------------|


	||--------------------------------------------------------||
	||     ADAPTIVE OPTIMAL TRAJECTORY GENERATION INPUTS      ||
	||--------------------------------------------------------||
	|| Order Size                                 =>   1.0000 ||
	|| Order Execution Time                       =>  10      ||
	|| Ornstein Uhlenbeck Burstiness              =>   1.0000 ||
	|| Ornstein Uhlenbeck Relaxation Time         =>   1.0000 ||
	|| Coordinated Variation Reference Liquidity  =>   1.0000 ||
	|| Coordinated Variation Reference Volatility =>   1.0000 ||
	|| Mean Variance Risk Aversion                =>   1.0000 ||
	|| Number of Evolution Nodes                  =>  40      ||
	||--------------------------------------------------------||

	||-------------------------------------||
	||     ADAPTIVE OPTIMAL TRAJECTORY     ||
	||-------------------------------------||
	||     L -> R:                         ||
	||             - Time                  ||
	||             - Holdings              ||
	||             - Trade Rate            ||
	||             - Realized Cost         ||
	||-------------------------------------||
	||  0.00 |  1.0000 |  1.1658 |  0.0000 ||
	||  0.25 |  0.7085 |  0.4602 |  0.2061 ||
	||  0.50 |  0.5935 |  0.4544 |  0.2637 ||
	||  0.75 |  0.4799 |  0.8528 |  0.3114 ||
	||  1.00 |  0.2667 |  0.4657 |  0.3838 ||
	||  1.25 |  0.1503 |  0.1613 |  0.4057 ||
	||  1.50 |  0.1099 |  0.0892 |  0.4100 ||
	||  1.75 |  0.0877 |  0.0294 |  0.4117 ||
	||  2.00 |  0.0803 |  0.0269 |  0.4122 ||
	||  2.25 |  0.0736 |  0.0302 |  0.4126 ||
	||  2.50 |  0.0660 |  0.0223 |  0.4129 ||
	||  2.75 |  0.0605 |  0.0252 |  0.4132 ||
	||  3.00 |  0.0542 |  0.0095 |  0.4135 ||
	||  3.25 |  0.0518 |  0.0099 |  0.4135 ||
	||  3.50 |  0.0493 |  0.0092 |  0.4136 ||
	||  3.75 |  0.0470 |  0.0083 |  0.4137 ||
	||  4.00 |  0.0449 |  0.0130 |  0.4137 ||
	||  4.25 |  0.0417 |  0.0243 |  0.4138 ||
	||  4.50 |  0.0356 |  0.0554 |  0.4140 ||
	||  4.75 |  0.0217 |  0.0202 |  0.4143 ||
	||  5.00 |  0.0167 |  0.0224 |  0.4144 ||
	||  5.25 |  0.0111 |  0.0060 |  0.4145 ||
	||  5.50 |  0.0096 |  0.0049 |  0.4145 ||
	||  5.75 |  0.0084 |  0.0035 |  0.4145 ||
	||  6.00 |  0.0075 |  0.0033 |  0.4145 ||
	||  6.25 |  0.0067 |  0.0036 |  0.4145 ||
	||  6.50 |  0.0058 |  0.0056 |  0.4145 ||
	||  6.75 |  0.0044 |  0.0052 |  0.4145 ||
	||  7.00 |  0.0031 |  0.0047 |  0.4145 ||
	||  7.25 |  0.0019 |  0.0027 |  0.4145 ||
	||  7.50 |  0.0012 |  0.0013 |  0.4145 ||
	||  7.75 |  0.0009 |  0.0020 |  0.4145 ||
	||  8.00 |  0.0004 |  0.0010 |  0.4145 ||
	||  8.25 |  0.0001 |  0.0006 |  0.4145 ||
	||  8.50 | -0.0000 | -0.0001 |  0.4145 ||
	||  8.75 | -0.0000 | -0.0000 |  0.4145 ||
	||  9.00 | -0.0000 | -0.0000 |  0.4145 ||
	||  9.25 | -0.0000 | -0.0000 |  0.4145 ||
	||  9.50 | -0.0000 | -0.0000 |  0.4145 ||
	||  9.75 | -0.0000 | -0.0000 |  0.4145 ||
	||-------------------------------------||

	||---------------------------------||
	||    OPTIMAL TRAJECTORY OUTPUTS   ||
	||---------------------------------||
	|| Time Scale          =>   1.0000 ||
	|| Trade Rate Scale    =>   1.0000 ||
	|| Cost Scale          =>   1.0000 ||
	|| Mean Market Urgency =>   0.7071 ||
	|| Market Power        =>   0.0316 ||
	|| Risk Aversion Scale =>   0.7071 ||
	||---------------------------------||

	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Finish Time    => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 2 ms
	|    Run Duration   => 21 ms
	|-----------------------------------------------------------------|


	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 1 ms
	|-----------------------------------------------------------------|


	||--------------------------------------------------------||
	||     ADAPTIVE OPTIMAL TRAJECTORY GENERATION INPUTS      ||
	||--------------------------------------------------------||
	|| Order Size                                 =>   1.0000 ||
	|| Order Execution Time                       =>  10      ||
	|| Ornstein Uhlenbeck Burstiness              =>   1.0000 ||
	|| Ornstein Uhlenbeck Relaxation Time         =>   1.0000 ||
	|| Coordinated Variation Reference Liquidity  =>   1.0000 ||
	|| Coordinated Variation Reference Volatility =>   1.0000 ||
	|| Mean Variance Risk Aversion                =>   1.0000 ||
	|| Number of Evolution Nodes                  =>  40      ||
	||--------------------------------------------------------||

	||-------------------------------------||
	||     ADAPTIVE OPTIMAL TRAJECTORY     ||
	||-------------------------------------||
	||     L -> R:                         ||
	||             - Time                  ||
	||             - Holdings              ||
	||             - Trade Rate            ||
	||             - Realized Cost         ||
	||-------------------------------------||
	||  0.00 |  1.0000 |  0.7071 |  0.0000 ||
	||  0.25 |  0.8380 |  0.5925 |  0.1358 ||
	||  0.50 |  0.7022 |  0.4965 |  0.2298 ||
	||  0.75 |  0.5884 |  0.4161 |  0.2948 ||
	||  1.00 |  0.4931 |  0.3487 |  0.3398 ||
	||  1.25 |  0.4132 |  0.2922 |  0.3710 ||
	||  1.50 |  0.3462 |  0.2448 |  0.3925 ||
	||  1.75 |  0.2901 |  0.2052 |  0.4075 ||
	||  2.00 |  0.2431 |  0.1719 |  0.4178 ||
	||  2.25 |  0.2037 |  0.1441 |  0.4250 ||
	||  2.50 |  0.1707 |  0.1207 |  0.4300 ||
	||  2.75 |  0.1430 |  0.1012 |  0.4334 ||
	||  3.00 |  0.1199 |  0.0848 |  0.4358 ||
	||  3.25 |  0.1004 |  0.0710 |  0.4375 ||
	||  3.50 |  0.0842 |  0.0595 |  0.4387 ||
	||  3.75 |  0.0705 |  0.0499 |  0.4395 ||
	||  4.00 |  0.0591 |  0.0418 |  0.4400 ||
	||  4.25 |  0.0495 |  0.0350 |  0.4404 ||
	||  4.50 |  0.0415 |  0.0294 |  0.4407 ||
	||  4.75 |  0.0348 |  0.0246 |  0.4409 ||
	||  5.00 |  0.0291 |  0.0206 |  0.4410 ||
	||  5.25 |  0.0244 |  0.0173 |  0.4411 ||
	||  5.50 |  0.0204 |  0.0145 |  0.4412 ||
	||  5.75 |  0.0171 |  0.0122 |  0.4412 ||
	||  6.00 |  0.0143 |  0.0102 |  0.4412 ||
	||  6.25 |  0.0120 |  0.0086 |  0.4413 ||
	||  6.50 |  0.0100 |  0.0072 |  0.4413 ||
	||  6.75 |  0.0084 |  0.0060 |  0.4413 ||
	||  7.00 |  0.0070 |  0.0051 |  0.4413 ||
	||  7.25 |  0.0058 |  0.0043 |  0.4413 ||
	||  7.50 |  0.0048 |  0.0036 |  0.4413 ||
	||  7.75 |  0.0040 |  0.0031 |  0.4413 ||
	||  8.00 |  0.0033 |  0.0026 |  0.4413 ||
	||  8.25 |  0.0027 |  0.0022 |  0.4413 ||
	||  8.50 |  0.0022 |  0.0019 |  0.4413 ||
	||  8.75 |  0.0017 |  0.0017 |  0.4413 ||
	||  9.00 |  0.0013 |  0.0015 |  0.4413 ||
	||  9.25 |  0.0009 |  0.0014 |  0.4413 ||
	||  9.50 |  0.0006 |  0.0013 |  0.4413 ||
	||  9.75 |  0.0003 |  0.0012 |  0.4413 ||
	||-------------------------------------||

	||---------------------------------||
	||    OPTIMAL TRAJECTORY OUTPUTS   ||
	||---------------------------------||
	|| Time Scale          =>   1.0000 ||
	|| Trade Rate Scale    =>   1.0000 ||
	|| Cost Scale          =>   1.0000 ||
	|| Mean Market Urgency =>   0.7071 ||
	|| Market Power        =>   0.0316 ||
	|| Risk Aversion Scale =>   0.7071 ||
	||---------------------------------||

	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Finish Time    => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 1 ms
	|    Run Duration   => 47 ms
	|-----------------------------------------------------------------|


	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 3 ms
	|-----------------------------------------------------------------|


	||------------------------------------------------------------------||
	||    L -> R:                                                       ||
	||            - Realized Market State                               ||
	||            - Realized Volatility                                 ||
	||            - Realized Liquidity                                  ||
	||            - Liquidity/Volatility Status                         ||
	||------------------------------------------------------------------||
	|| [ 0.00] => -0.5000 |  1.2840 |  0.6065 |   LIQUID,     VOLATILE  ||
	|| [ 0.25] => -0.7042 |  1.4221 |  0.4945 |   LIQUID,     VOLATILE  ||
	|| [ 0.50] => -0.7616 |  1.4635 |  0.4669 |   LIQUID,     VOLATILE  ||
	|| [ 0.75] => -0.2258 |  1.1195 |  0.7979 |   LIQUID,     VOLATILE  ||
	|| [ 1.00] => -0.1578 |  1.0821 |  0.8541 |   LIQUID,     VOLATILE  ||
	|| [ 1.25] => -0.3486 |  1.1904 |  0.7056 |   LIQUID,     VOLATILE  ||
	|| [ 1.50] => -0.4267 |  1.2378 |  0.6527 |   LIQUID,     VOLATILE  ||
	|| [ 1.75] => -0.0416 |  1.0210 |  0.9593 |   LIQUID,     VOLATILE  ||
	|| [ 2.00] => -0.3264 |  1.1772 |  0.7216 |   LIQUID,     VOLATILE  ||
	|| [ 2.25] => -0.9548 |  1.6119 |  0.3849 |   LIQUID,     VOLATILE  ||
	|| [ 2.50] => -1.3411 |  1.9553 |  0.2616 |   LIQUID,     VOLATILE  ||
	|| [ 2.75] => -1.1107 |  1.7425 |  0.3293 |   LIQUID,     VOLATILE  ||
	|| [ 3.00] => -0.8531 |  1.5319 |  0.4261 |   LIQUID,     VOLATILE  ||
	|| [ 3.25] => -0.6905 |  1.4123 |  0.5013 |   LIQUID,     VOLATILE  ||
	|| [ 3.50] => -0.3180 |  1.1723 |  0.7276 |   LIQUID,     VOLATILE  ||
	|| [ 3.75] =>  0.5649 |  0.7539 |  1.7593 | ILLIQUID, NON-VOLATILE  ||
	|| [ 4.00] =>  0.1878 |  0.9104 |  1.2066 | ILLIQUID, NON-VOLATILE  ||
	|| [ 4.25] => -0.2420 |  1.1286 |  0.7850 |   LIQUID,     VOLATILE  ||
	|| [ 4.50] =>  0.0168 |  0.9917 |  1.0169 | ILLIQUID, NON-VOLATILE  ||
	|| [ 4.75] =>  0.8186 |  0.6641 |  2.2673 | ILLIQUID, NON-VOLATILE  ||
	|| [ 5.00] =>  1.7052 |  0.4263 |  5.5027 | ILLIQUID, NON-VOLATILE  ||
	|| [ 5.25] =>  1.2705 |  0.5298 |  3.5626 | ILLIQUID, NON-VOLATILE  ||
	|| [ 5.50] =>  1.4898 |  0.4748 |  4.4360 | ILLIQUID, NON-VOLATILE  ||
	|| [ 5.75] =>  0.4304 |  0.8064 |  1.5378 | ILLIQUID, NON-VOLATILE  ||
	|| [ 6.00] =>  0.3369 |  0.8450 |  1.4005 | ILLIQUID, NON-VOLATILE  ||
	|| [ 6.25] => -0.0657 |  1.0334 |  0.9364 |   LIQUID,     VOLATILE  ||
	|| [ 6.50] =>  0.7255 |  0.6958 |  2.0657 | ILLIQUID, NON-VOLATILE  ||
	|| [ 6.75] =>  0.4580 |  0.7953 |  1.5809 | ILLIQUID, NON-VOLATILE  ||
	|| [ 7.00] =>  0.9022 |  0.6369 |  2.4650 | ILLIQUID, NON-VOLATILE  ||
	|| [ 7.25] =>  0.9158 |  0.6326 |  2.4988 | ILLIQUID, NON-VOLATILE  ||
	|| [ 7.50] =>  0.8337 |  0.6591 |  2.3018 | ILLIQUID, NON-VOLATILE  ||
	|| [ 7.75] => -0.0100 |  1.0050 |  0.9900 |   LIQUID,     VOLATILE  ||
	|| [ 8.00] =>  0.7917 |  0.6731 |  2.2071 | ILLIQUID, NON-VOLATILE  ||
	|| [ 8.25] =>  0.4326 |  0.8055 |  1.5412 | ILLIQUID, NON-VOLATILE  ||
	|| [ 8.50] =>  0.7186 |  0.6982 |  2.0516 | ILLIQUID, NON-VOLATILE  ||
	|| [ 8.75] =>  0.8524 |  0.6530 |  2.3453 | ILLIQUID, NON-VOLATILE  ||
	|| [ 9.00] => -0.2849 |  1.1531 |  0.7521 |   LIQUID,     VOLATILE  ||
	|| [ 9.25] => -0.3430 |  1.1871 |  0.7096 |   LIQUID,     VOLATILE  ||
	|| [ 9.50] => -0.4711 |  1.2656 |  0.6243 |   LIQUID,     VOLATILE  ||
	|| [ 9.75] => -0.3921 |  1.2166 |  0.6756 |   LIQUID,     VOLATILE  ||
	||------------------------------------------------------------------||

	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Finish Time    => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 3 ms
	|    Run Duration   => 10 ms
	|-----------------------------------------------------------------|


	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 1 ms
	|-----------------------------------------------------------------|


	|-------------------------------------------------------------||
	|  HIGH URGENCY vs. ALMGREN 2012 STATIC TRAJECTORY COMPARISON ||
	|-------------------------------------------------------------||
	|    L -> R:                                                  ||
	|            - Time                                           ||
	|            - Almgren 2012 Holdings                          ||
	|            - Almgren 2012 Trade Rate                        ||
	|            - Almgren 2012 Transaction Cost                  ||
	|            - High Urgency Asymptote Holdings                ||
	|            - High Urgency Asymptote Trade Rate              ||
	|            - High Urgency Asymptote Transaction Cost        ||
	|-------------------------------------------------------------||
	| 0.25 =>  0.542 |  0.332 |  1.650 |  0.542 |  0.332 |  1.799 ||
	| 0.50 =>  0.294 |  0.180 |  0.462 |  0.294 |  0.180 |  0.529 ||
	| 0.75 =>  0.159 |  0.098 |  0.129 |  0.159 |  0.098 |  0.155 ||
	| 1.00 =>  0.086 |  0.053 |  0.036 |  0.086 |  0.053 |  0.046 ||
	| 1.25 =>  0.047 |  0.029 |  0.010 |  0.047 |  0.029 |  0.013 ||
	| 1.50 =>  0.025 |  0.016 |  0.003 |  0.025 |  0.016 |  0.004 ||
	| 1.75 =>  0.014 |  0.008 |  0.001 |  0.014 |  0.008 |  0.001 ||
	| 2.00 =>  0.007 |  0.005 |  0.000 |  0.007 |  0.005 |  0.000 ||
	| 2.25 =>  0.004 |  0.002 |  0.000 |  0.004 |  0.002 |  0.000 ||
	| 2.50 =>  0.002 |  0.001 |  0.000 |  0.002 |  0.001 |  0.000 ||
	| 2.75 =>  0.001 |  0.001 |  0.000 |  0.001 |  0.001 |  0.000 ||
	| 3.00 =>  0.001 |  0.000 |  0.000 |  0.001 |  0.000 |  0.000 ||
	| 3.25 =>  0.000 |  0.000 |  0.000 |  0.000 |  0.000 |  0.000 ||
	| 3.50 =>  0.000 |  0.000 |  0.000 |  0.000 |  0.000 |  0.000 ||
	| 3.75 =>  0.000 |  0.000 |  0.000 |  0.000 |  0.000 |  0.000 ||
	| 4.00 =>  0.000 |  0.000 |  0.000 |  0.000 |  0.000 |  0.000 ||
	| 4.25 =>  0.000 |  0.000 |  0.000 |  0.000 |  0.000 |  0.000 ||
	| 4.50 =>  0.000 |  0.000 |  0.000 |  0.000 |  0.000 |  0.000 ||
	| 4.75 =>  0.000 |  0.000 |  0.000 |  0.000 |  0.000 |  0.000 ||
	| 5.00 =>  0.000 |  0.000 |  0.000 |  0.000 |  0.000 |  0.000 ||
	|-------------------------------------------------------------||

	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Finish Time    => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 1 ms
	|    Run Duration   => 20 ms
	|-----------------------------------------------------------------|


	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Duration => 1 ms
	|-----------------------------------------------------------------|


	|-------------------------------------------------------------||
	|  LOW URGENCY vs. ALMGREN 2012 STATIC TRAJECTORY COMPARISON  ||
	|-------------------------------------------------------------||
	|    L -> R:                                                  ||
	|            - Time                                           ||
	|            - Almgren 2012 Holdings                          ||
	|            - Almgren 2012 Trade Rate                        ||
	|            - Almgren 2012 Transaction Cost                  ||
	|            - Low Urgency Asymptote Holdings                 ||
	|            - Low Urgency Asymptote Trade Rate               ||
	|            - Low Urgency Asymptote Transaction Cost         ||
	|-------------------------------------------------------------||
	| 0.25 =>  0.949 |  0.051 |  0.474 |  0.949 |  0.050 |  0.486 ||
	| 0.50 =>  0.897 |  0.051 |  0.448 |  0.897 |  0.050 |  0.458 ||
	| 0.75 =>  0.846 |  0.051 |  0.422 |  0.846 |  0.050 |  0.431 ||
	| 1.00 =>  0.796 |  0.051 |  0.396 |  0.796 |  0.050 |  0.403 ||
	| 1.25 =>  0.745 |  0.051 |  0.370 |  0.745 |  0.050 |  0.376 ||
	| 1.50 =>  0.695 |  0.050 |  0.345 |  0.695 |  0.050 |  0.350 ||
	| 1.75 =>  0.644 |  0.050 |  0.319 |  0.644 |  0.050 |  0.323 ||
	| 2.00 =>  0.594 |  0.050 |  0.294 |  0.594 |  0.050 |  0.297 ||
	| 2.25 =>  0.544 |  0.050 |  0.269 |  0.544 |  0.049 |  0.272 ||
	| 2.50 =>  0.494 |  0.050 |  0.244 |  0.494 |  0.049 |  0.246 ||
	| 2.75 =>  0.445 |  0.050 |  0.220 |  0.445 |  0.049 |  0.221 ||
	| 3.00 =>  0.395 |  0.050 |  0.195 |  0.395 |  0.049 |  0.196 ||
	| 3.25 =>  0.345 |  0.050 |  0.170 |  0.345 |  0.049 |  0.171 ||
	| 3.50 =>  0.296 |  0.049 |  0.146 |  0.296 |  0.049 |  0.146 ||
	| 3.75 =>  0.247 |  0.049 |  0.122 |  0.247 |  0.049 |  0.122 ||
	| 4.00 =>  0.197 |  0.049 |  0.097 |  0.197 |  0.049 |  0.097 ||
	| 4.25 =>  0.148 |  0.049 |  0.073 |  0.148 |  0.049 |  0.073 ||
	| 4.50 =>  0.099 |  0.049 |  0.049 |  0.099 |  0.049 |  0.049 ||
	| 4.75 =>  0.049 |  0.049 |  0.024 |  0.049 |  0.049 |  0.024 ||
	| 5.00 =>  0.000 |  0.049 |  0.000 |  0.000 |  0.000 |  0.000 ||
	|-------------------------------------------------------------||

	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:04 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:04 EST 2020
	|    Finish Time    => Mon Jan 27 00:35:05 EST 2020
	|    Setup Duration => 1 ms
	|    Run Duration   => 28 ms
	|-----------------------------------------------------------------|


	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:05 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:05 EST 2020
	|    Setup Duration => 1 ms
	|-----------------------------------------------------------------|


	||----------------------------------------------------||
	||      L -> R:                                       ||
	||            - Time                                  ||
	||            - Exact Solution                        ||
	||            - Order 1 Initial + Enhanced Euler      ||
	||            - Order 0 Initial + Enhanced Euler      ||
	||            - Order 1 Initial + Regular Euler       ||
	||            - Order 0 Initial + Regular Euler       ||
	||----------------------------------------------------||
	||  0.2 =>  6.517 |  6.500 |  5.000 |  6.500 |  5.000 ||
	||  0.3 =>  4.858 |  4.850 |  4.200 |  4.025 |  3.800 ||
	||  0.4 =>  4.033 |  4.119 |  3.731 |  3.412 |  3.296 ||
	||  0.5 =>  3.541 |  3.678 |  3.416 |  3.072 |  2.998 ||
	||  0.6 =>  3.216 |  3.378 |  3.188 |  2.850 |  2.799 ||
	||  0.7 =>  2.986 |  3.160 |  3.014 |  2.693 |  2.655 ||
	||  0.8 =>  2.816 |  2.993 |  2.878 |  2.575 |  2.547 ||
	||  0.9 =>  2.685 |  2.861 |  2.768 |  2.485 |  2.462 ||
	||  1.0 =>  2.582 |  2.754 |  2.678 |  2.413 |  2.395 ||
	||----------------------------------------------------||

	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:05 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:05 EST 2020
	|    Finish Time    => Mon Jan 27 00:35:05 EST 2020
	|    Setup Duration => 1 ms
	|    Run Duration   => 4 ms
	|-----------------------------------------------------------------|


	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:05 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:05 EST 2020
	|    Setup Duration => 3 ms
	|-----------------------------------------------------------------|


	|-------------------------------------------||
	|    STATIC CONTINUOUS OPTIMAL TRAJECTORY   ||
	|-------------------------------------------||
	|    L -> R:                                ||
	|            - Time                         ||
	|            - Holdings                     ||
	|            - Trade Rate                   ||
	|            - Transaction Cost Expectation ||
	|            - Transaction Cost Volatility  ||
	|-------------------------------------------||
	| 0.25 =>  0.860 |  0.130 |  0.584 |  0.736 ||
	| 0.50 =>  0.739 |  0.112 |  0.436 |  0.629 ||
	| 0.75 =>  0.635 |  0.096 |  0.327 |  0.537 ||
	| 1.00 =>  0.546 |  0.083 |  0.246 |  0.458 ||
	| 1.25 =>  0.468 |  0.072 |  0.185 |  0.390 ||
	| 1.50 =>  0.401 |  0.062 |  0.140 |  0.330 ||
	| 1.75 =>  0.344 |  0.054 |  0.107 |  0.279 ||
	| 2.00 =>  0.294 |  0.047 |  0.082 |  0.234 ||
	| 2.25 =>  0.250 |  0.040 |  0.063 |  0.196 ||
	| 2.50 =>  0.213 |  0.035 |  0.049 |  0.162 ||
	| 2.75 =>  0.180 |  0.031 |  0.038 |  0.133 ||
	| 3.00 =>  0.151 |  0.027 |  0.029 |  0.107 ||
	| 3.25 =>  0.125 |  0.024 |  0.023 |  0.085 ||
	| 3.50 =>  0.102 |  0.021 |  0.018 |  0.065 ||
	| 3.75 =>  0.082 |  0.019 |  0.014 |  0.048 ||
	| 4.00 =>  0.064 |  0.018 |  0.010 |  0.034 ||
	| 4.25 =>  0.046 |  0.017 |  0.007 |  0.022 ||
	| 4.50 =>  0.030 |  0.016 |  0.005 |  0.012 ||
	| 4.75 =>  0.015 |  0.015 |  0.002 |  0.004 ||
	| 5.00 =>  0.000 |  0.015 |  0.000 |  0.000 ||
	|-------------------------------------------||

	|-----------------------------------------------------------------|
	|    Copyright (C) 2011-2020 (DRIP, DROP)
	|-----------------------------------------------------------------|
	|    Build Version  => 4.66.0 multi mode
	|    Build JVM (TM) => 1.8.0_112
	|    Build Snap     => Sun Jan 26 23:00:02 EST 2020
	|    Start Time     => Mon Jan 27 00:35:05 EST 2020
	|    Setup Time     => Mon Jan 27 00:35:05 EST 2020
	|    Finish Time    => Mon Jan 27 00:35:05 EST 2020
	|    Setup Duration => 3 ms
	|    Run Duration   => 7 ms
	|-----------------------------------------------------------------|