Combinatorial Reasoning: Selecting Reasons in Generative AI Pipelines via Combinatorial Optimization.
Mert EsencanTarun Advaith KumarAta Akbari AsanjanP. Aaron LottMasoud MohseniCan UnluDavide VenturelliAlan HoPublished in: CoRR (2024)
Keyphrases
- combinatorial optimization
- knowledge representation
- knowledge representation and reasoning
- combinatorial optimization problems
- traveling salesman problem
- combinatorial search
- metaheuristic
- artificial intelligence
- optimization problems
- simulated annealing
- branch and bound algorithm
- max flow min cut
- branch and bound
- intelligent behavior
- combinatorial problems
- mathematical programming
- generative model
- vehicle routing problem
- quadratic assignment problem
- ai researchers
- human level
- expert systems
- hard combinatorial optimization problems
- computer vision
- reasoning systems
- exact algorithms
- memetic algorithm
- intelligent systems
- knowledge base
- planning systems
- graph theory
- knowledge based systems
- case based reasoning
- ai systems
- path relinking
- evolutionary algorithm