Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4942382 | Cognitive Systems Research | 2017 | 13 Pages |
Abstract
We propose a novel metric called MetrIntMeas (Metric for the Intelligence Measuring) for an accurate and robust measurement of the difficult problem-solving intelligence of a swarm system. The metric allows the classification if a swarm system belongs to the same class with the systems which have a specific reference intelligence value. For proving the efficiency of the proposed metric we realized a case study on a swarm system specialized in solving a NP-hard problem. As an application of the proposed metric, we present the measurement of the swarm systems' evolution in intelligence. We gave a new definition to the intelligent evolving systems. The evolution of intelligent systems can be verified using the proposed MetrIntMeas metric.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Laszlo Barna Iantovics, Frank Emmert-Streib, Sabri Arik,