Computational Reasoning System

A Computational Reasoning System is a reasoning entity that applies computational methods to perform reasoning tasks.

• Context:
  • ....
• Example(s):
  • Formal Logical Reasoning Systems, which apply strict logical steps to verify software correctness or prove mathematical theorems.
  • LLM-based Reasoners, which use large language models to assist in reasoning tasks by generating solutions based on vast textual data.
  • Rule-Based Expert Systems, such as those used in healthcare to suggest diagnostic procedures based on predefined rules.
  • Planning and Scheduling Systems, which automate complex decision-making processes for tasks such as logistics and resource management.
  • Autonomous Vehicle Systems, which perform reasoning in real-time to navigate and avoid obstacles based on sensor data and control logic.
  • ...
• Counter-Example(s):
  • Human Reasoner that relies on intuition, heuristics, and contextual understanding, which are hard to encode in computational systems.
• See: Automated Reasoning.

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