• MOE
• Replace the corresponding files with the files in folder moe, and rerun moe/optimal_learning/cpp/CMakeLists.txt and moe/optimal_learning/cpp/CMakeCache.txt.

• BESD
• EI
• LCB
• HyperBand

(VIRT_ENV) $ python run_misoKG_REP.py miso_gw 0 0 gw10Two1

This is the main file for running BESD. It requests 5 inputs:

1. The environment: miso_gw, miso_ky, miso_it, miso_mc

2. Which_problem: 0

3. Version: 0

4. Replication_no: 0,1,2,...

5. Problem name:

   miso_gw: gw10Two2, gw20Three1.

   miso_ky: ky10One.

   miso_it: it10.

   miso_mc: mcf2.

(VIRT_ENV) $ python main_gpyopt.py gw10Two1 EI 0 0

1. Problem name: gw10Two1, gw20Three1, ky10One, it10, mcf2

2. algorithm: EI, LCB

3. Version: 0

4. Replication_no: 0,1,2,...

(VIRT_ENV) $ python main_hb.py gw10Two1 0 0

1. Problem name: gw10Two1, gw20Three1, ky10One, it10, mcf2

2. Version: 0

3. Replication_no: 0,1,2,...

(VIRT_ENV) $ python main_ql.py it10 0

1. Problem name: gw10Two1, gw20Three1, ky10One, it10, mcf2

2. Replication_no: 0,1,2,...