This invention discloses an intelligent review method for construction schemes based on adaptive multi-agent
collaboration, belonging to the field of construction scheme review technology. It solves the technical problems of inability to deeply identify key technical points, lack of
collaboration among different professional perspectives, absence of a supervisory layer and reflection mechanism, lack of
quality monitoring during the
review process, and the potential direct output of errors and logical contradictions. Through dynamic agent generation technology, the
system can adaptively form agent review teams based on different scheme characteristics. Employing a multi-agent
collaboration and shared blackboard mechanism, it simulates a multi-expert review
scenario. By introducing a
consensus decision-making
algorithm based on confidence fusion, the
system can autonomously negotiate and adjudicate conflicts of opinion between different agents or regulatory clauses, outputting a unified conclusion. Through the meta-agent layer, the
system achieves real-time monitoring and reflection on its own
review process, automatically verifying reasoning logic, identifying low-confidence conclusions, and triggering secondary reviews.