This repository contains the relatively simple C++ code for reproducing the experiments for the
The code produces the data points for the following four figures (see figs/raw.out for raw outputs):
- Average gap for
${{\rm T{\small HREE}\text{-}C{\small HOICE}}}$ ,${{\rm T{\small WO}\text{-}C{\small HOICE}}}$ ,$(1+\beta)$ -process with$\beta = 0.7$ and$\beta = 0.5$ , for the$b$ -Batched setting with unit weights and with$b \in { n, 2n , \ldots , 50n }$ for$n = 10^3$ and$m = n^2$ (averaged over$100$ runs).
- Average gap for
$(1+\beta)$ with$\beta = 0.5$ and$\beta = (\log n)^{-1}$ and${{\rm Q{\small UANTILE}}}( (\log n)^{-1})$ for the${b\text{-}{\rm B{\small ATCHED}}}$ setting with unit weights for$b \in { n, 2n , \ldots , 220n }$ ,$n = 10^3$ and$m = n^2$ (over$100$ runs).
- Average gap for the
${b\text{-}{\rm B{\small ATCHED}}}$ setting \textit{with weights} sampled from an$\mathsf{Exp}(1)$ distribution. Further,$b \in { n, 2n , \ldots , 50n }$ ,$n=10^3$ and$m=n^2$ (over$100$ runs).
- Average gap for the
${{\rm T{\small WO}\text{-}C{\small HOICE}}}$ process with and without random tie-breaking in the${b\text{-}{\rm B{\small ATCHED}}}$ setting with unit weights, for$b = 25\cdot n$ ,$n = 10^3$ (over$100$ runs).
The entire code is a single C++ file (using the C++17 standard), so it can be run using
g++ src/batched_spaa_22.cc && ./a.out
(or any other compiler).
In the /src directory there is also a CMakeLists.txt file if you want to use cmake.
If you are having any trouble running the code or have any other inquiry, don't hesitate to contact us! You can either open an issue or send us an email (see paper for email addresses).