Solving the large scale next release problem with a backbone-based multilevel algorithm

J Xuan, H Jiang, Z Ren, Z Luo - IEEE Transactions on Software …, 2012 - ieeexplore.ieee.org
The Next Release Problem (NRP) aims to optimize customer profits and requirements
selection for the software releases. The research on the NRP is restricted by the growing …

Cadiback: Extracting backbones with cadical

A Biere, N Froleyks, W Wang - 26th International Conference on …, 2023 - drops.dagstuhl.de
The backbone of a satisfiable formula is the set of literals that are true in all its satisfying
assignments. Backbone computation can improve a wide range of SAT-based applications …

Cut-and-solve: An iterative search strategy for combinatorial optimization problems

S Climer, W Zhang - Artificial Intelligence, 2006 - Elsevier
Branch-and-bound and branch-and-cut use search trees to identify optimal solutions to
combinatorial optimization problems. In this paper, we introduce an iterative search strategy …

Phase transitions and backbones of the asymmetric traveling salesman problem

W Zhang - Journal of Artificial Intelligence Research, 2004 - jair.org
In recent years, there has been much interest in phase transitions of combinatorial problems.
Phase transitions have been successfully used to analyze combinatorial optimization …

SAT-based techniques for determining backbones for post-silicon fault localisation

CS Zhu, G Weissenbacher, D Sethi… - 2011 IEEE International …, 2011 - ieeexplore.ieee.org
The localisation of faults in integrated circuits is a dominating factor in the overall verification
effort. The limited observability of internal signals of chips complicates the spatial and …

Boosting the performance of cdcl-based sat solvers by exploiting backbones and backdoors

T Al-Yahya, MEBA Menai, H Mathkour - Algorithms, 2022 - mdpi.com
Boolean structural measures were introduced to explain the high performance of conflict-
driven clause-learning (CDCL) SAT solvers on industrial SAT instances. Those considered …

[PDF][PDF] The backbone of the travelling salesperson

P Kilby, J Slaney, T Walsh - International joint conference on artificial …, 2005 - Citeseer
We study the backbone of the travelling salesperson optimization problem. We prove that it
is intractable to approximate the backbone with any performance guarantee, assuming that …

Multi-level random walk for software test suite reduction

Z Chi, J Xuan, Z Ren, X Xie… - IEEE Computational …, 2017 - ieeexplore.ieee.org
Software testing is important and time-consuming. A test suite, ie, a set of test cases, plays a
key role in validating the expected program behavior. In modern test-driven development, a …

Extracting elite pairwise constraints for clustering

H Jiang, Z Ren, J Xuan, X Wu - Neurocomputing, 2013 - Elsevier
Semi-supervised clustering under pairwise constraints (ie must-links and cannot-links) has
been a hot topic in the data mining community in recent years. Since pairwise constraints …

[HTML][HTML] Optimizing backbone filtering

Y Zhang, M Zhang, G Pu - Science of Computer Programming, 2020 - Elsevier
In propositional formulas, literals are assigned to True or False in each assignment.
Backbone literals are always assigned to True in every satisfiable assignment (model) of the …