Data Set Used
We developed system based on JADE framework. This experimental multiagent system consists of two types of agents. Manager distributes tasks to workers, who can decide whether to accept or reject the task. The decision is made as evaluation of expression tree which takes into account agent-task compatibility and attributes of currently solved tasks. The… (More)
This work describes a method to control a behaviour of intelligent data mining agent. We developed an adaptive decision making system that utilizes genetic programming technique to evolve an agent's decision strategy. The parameters of data mining task and current state of an agent are taken into account by tree structures evolved by genetic programming.… (More)
An adaptive control system for computational intelligence agent within a data mining multi-agent system is presented. As opposed to other approaches concerning a fixed control mechanism, the presented approach is based on evolutionary trained decission trees. This leads to control approach created adaptively based on data tasks the agent encounters during… (More)
Of 275 renal transplants performed over seven years in a single unit, azathioprine was the main immunosuppressive agent in 128 and cyclosporin in 147. With azathioprine graft survival was, as expected, negatively related to the number of HLA mismatches; with cyclosporin the reverse held true.