Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process
The rapid advancement of artificial intelligence (AI) techniques has opened up new
opportunities to revolutionize various fields, including operations research (OR). This survey …
opportunities to revolutionize various fields, including operations research (OR). This survey …
Learning to Pivot as a Smart Expert
Linear programming has been practically solved mainly by simplex and interior point
methods. Compared with the weakly polynomial complexity obtained by the interior point …
methods. Compared with the weakly polynomial complexity obtained by the interior point …
General Method for Solving Four Types of SAT Problems
Existing methods provide varying algorithms for different types of Boolean satisfiability
problems (SAT), lacking a general solution framework. Accordingly, this study proposes a …
problems (SAT), lacking a general solution framework. Accordingly, this study proposes a …
Generating linear programming instances with controllable rank and condition number
Instance generation is crucial for linear programming algorithms, especially for the
evaluation and verification of corresponding methods. This study proposes a general …
evaluation and verification of corresponding methods. This study proposes a general …
RL Simplex: Bringing Computational Efficiency in Linear Programming via Reinforcement Learning
G Zhao, A Dehghanian, M Noorizadegan, N Serban - openreview.net
In the simplex method, the selection of variables during the pivot operation in each iteration
significantly impacts the overall computational process. The primary objective of this study is …
significantly impacts the overall computational process. The primary objective of this study is …