Combinatorial search for selecting the structure of models of dynamical systems with equation discovery
Open Access
- 1 March 2020
- journal article
- research article
- Published by Elsevier BV in Engineering Applications of Artificial Intelligence
- Vol. 89, 103423
- https://doi.org/10.1016/j.engappai.2019.103423
Abstract
No abstract availableFunding Information
- Ministrstvo za Izobraževanje, Znanost in Šport (C3330-17-529021)
- Javna Agencija za Raziskovalno Dejavnost RS (N2-0056, P2-0103, P5-0093)
This publication has 28 references indexed in Scilit:
- The influence of parameter fitting methods on model structure selection in automated modeling of aquatic ecosystemsEcological Modelling, 2012
- Parameter estimation with bio-inspired meta-heuristic optimization: modeling the dynamics of endocytosisBMC Systems Biology, 2011
- Two Kinds of Knowledge in Scientific DiscoveryTopics in Cognitive Science, 2010
- Distilling Free-Form Natural Laws from Experimental DataScience, 2009
- Inductive process modelingMachine Learning, 2007
- Constructing a library of domain knowledge for automated modelling of aquatic ecosystemsEcological Modelling, 2006
- Decoupling dynamical systems for pathway identification from metabolic profilesBioinformatics, 2004
- The particle swarm - explosion, stability, and convergence in a multidimensional complex spaceIEEE Transactions on Evolutionary Computation, 2002
- Reasoning about nonlinear system identificationArtificial Intelligence, 2001
- DENDRAL: A case study of the first expert system for scientific hypothesis formationArtificial Intelligence, 1993