# Constraint Satisfaction and Optimization

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/constraint-satisfaction-and-optimization/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers focuses on distributed constraint optimization problems and algorithms, including topics such as random satisfiability, local search, spatial reasoning, algorithm selection, phase transitions, soft constraints, temporal reasoning, and graph coloring. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | t11596 |
| Works | 10 |

## Topic papers all

- [Tabu search for the optimization of household energy consumption](https://scholariq.org/papers/tabu-search-for-the-optimization-of-household-energy-consumption/)
- [Learning spatial relationships between objects](https://scholariq.org/papers/learning-spatial-relationships-between-objects/)
- [A Timed Concurrent Constraint Language](https://scholariq.org/papers/a-timed-concurrent-constraint-language/)
- [Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering](https://scholariq.org/papers/explicit-reasoning-over-end-to-end-neural-architectures-for-visual-question/)
- [Novel applications of discrete mereotopology to mathematical morphology](https://scholariq.org/papers/novel-applications-of-discrete-mereotopology-to-mathematical-morphology/)
- [Uncertainty-Aware Evaluation for Vision-Language Models](https://scholariq.org/papers/uncertainty-aware-evaluation-for-vision-language-models/)
- [The Impact of Solution Diversity on Passive Constraint Acquisition](https://scholariq.org/papers/the-impact-of-solution-diversity-on-passive-constraint-acquisition/)
- [FactorSim: Generative Simulation via Factorized Representation](https://scholariq.org/papers/factorsim-generative-simulation-via-factorized-representation-2/)
- [A Comparative Analysis of the Algorithms DFS, Hill Climbing, Simulated Annealing, and Genetic Algorithm for Solving the N-Queens Problem](https://scholariq.org/papers/a-comparative-analysis-of-the-algorithms-dfs-hill-climbing-simulated-annealing/)
- [Algorithmic Insights into the N-Queens Problem: A Comparative Study Across Scales](https://scholariq.org/papers/algorithmic-insights-into-the-n-queens-problem-a-comparative-study-across-scales/)

## Topic primary papers

- [Novel applications of discrete mereotopology to mathematical morphology](https://scholariq.org/papers/novel-applications-of-discrete-mereotopology-to-mathematical-morphology/)
- [The Impact of Solution Diversity on Passive Constraint Acquisition](https://scholariq.org/papers/the-impact-of-solution-diversity-on-passive-constraint-acquisition/)
- [A Comparative Analysis of the Algorithms DFS, Hill Climbing, Simulated Annealing, and Genetic Algorithm for Solving the N-Queens Problem](https://scholariq.org/papers/a-comparative-analysis-of-the-algorithms-dfs-hill-climbing-simulated-annealing/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.