Challenges and opportunities in quantum optimization

A Abbas, A Ambainis, B Augustino, A Bärtschi… - Nature Reviews …, 2024 - nature.com
Quantum computers have demonstrable ability to solve problems at a scale beyond brute-
force classical simulation. Interest in quantum algorithms has developed in many areas …

Quantum optimization: Potential, challenges, and the path forward

A Abbas, A Ambainis, B Augustino, A Bärtschi… - arxiv preprint arxiv …, 2023 - arxiv.org
Recent advances in quantum computers are demonstrating the ability to solve problems at a
scale beyond brute force classical simulation. As such, a widespread interest in quantum …

Certified core-guided MaxSAT solving

J Berg, B Bogaerts, J Nordström, A Oertel… - … on Automated Deduction, 2023 - Springer
In the last couple of decades, developments in SAT-based optimization have led to highly
efficient maximum satisfiability (MaxSAT) solvers, but in contrast to the SAT solvers on which …

[PDF][PDF] Certified CNF translations for pseudo-Boolean solving

S Gocht, R Martins, J Nordström… - … Conference on Theory …, 2022 - drops.dagstuhl.de
The dramatic improvements in Boolean satisfiability (SAT) solving since the turn of the
millennium have made it possible to leverage state-of-the-art conflict-driven clause learning …

Improvements to the implicit hitting set approach to pseudo-Boolean optimization

P Smirnov, J Berg, M Järvisalo - 25th International Conference on …, 2022 - drops.dagstuhl.de
The development of practical approaches to efficiently reasoning over pseudo-Boolean
constraints has recently increasing attention as a natural generalization of Boolean …

Efficient local search for pseudo Boolean optimization

Z Lei, S Cai, C Luo, H Hoos - … and Applications of Satisfiability Testing–SAT …, 2021 - Springer
Abstract Pseudo-Boolean Optimization (PBO) can be used to model many combinatorial
optimization problems. PBO instances encoded from real-world applications are often large …

[PDF][PDF] Pseudo-boolean optimization by implicit hitting sets

P Smirnov, J Berg, M Järvisalo - … on Principles and …, 2021 - researchportal.helsinki.fi
Recent developments in applying and extending Boolean satisfiability (SAT) based
techniques have resulted in new types of approaches to pseudo-Boolean optimization …

ParLS-PBO: A Parallel Local Search Solver for Pseudo Boolean Optimization

Z Chen, P Lin, H Hu, S Cai - arxiv preprint arxiv:2407.21729, 2024 - arxiv.org
As a broadly applied technique in numerous optimization problems, recently, local search
has been employed to solve Pseudo-Boolean Optimization (PBO) problem. A representative …

[PDF][PDF] Chop-SAT: A New Approach to Solving SAT and Probabilistic SAT for Agent Knowledge Bases.

TC Henderson, D Sacharny, A Mitiche, X Fan… - ICAART (3), 2023 - scitepress.org
An early approach to solve the SAT problem was to convert the disjunctions directly to
equations which create an integer programming problem with 0-1 solutions. We have …

Unifying SAT-Based Approaches to Maximum Satisfiability Solving

H Ihalainen, J Berg, M Järvisalo - Journal of Artificial Intelligence Research, 2024 - jair.org
Maximum satisfiability (MaxSAT), employing propositional logic as the declarative language
of choice, has turned into a viable approach to solving NP-hard optimization problems …