A non-threshold consensus model based on the minimum cost and maximum consensus-increasing for multi-attribute large group decision-making

•Present an improved consensus measure method considering variance of similarities.•Propose a comprehensive identification rule to identify cluster to adjust opinion.•Establish an optimization model combining two objectives to adjust information.•Construct an objective termination index to terminate the consensus reaching process.