Complex Ecological System Modeling

Migdat Hodzic, Suvad Selman, Mirsad Hadzikadic

Abstract


In this paper we extend our previous results in dual approach to analysis and simulation of a complex ecological system of preys and predators. We first define nonlinear dynamic equations Lotka-Volterra Model (LVM) with three preys and three predators and then simulate the equivalent situation with an Agent Based Model (ABM) which models a variety of species attributes and behaviors using NetLogo simulation environment for ABM model. The idea is that the LVM and ABM methods reinforce each other as the predator-prey models become more complex and their dimensionality rises. In particular LVM’s parameters, components of community matrix, can be fine tuned using ABM simulations. Dual approach may be able to answer and qualify some of the long standing ecological paradoxes.

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References


M. Hodzic at all, Dual Approach to Complex Ecological Dynamic System Modeling and Control, INASE MMSSE 2015, Volume 42, Edited by N. Mastorakis, P.A. Pardalos, R. P. Agarwal, Vienna, Austria, March 16-18, 2015.

D. D. Siljak, Large–Scale Dynamic Systems, Stability Structure, North Holland, New York, 1978.

M. I. Hodzic, “Some Extensions to Classic Lotka - Volterra Modeling For Predator Prey Applications”, SEJSC, Vol. 3/1, 2014.

A. I. Zecevic and D. D. Siljak, Control of Complex Systems, Structural Constraints and Uncertainty, Springer, Berlin, 2010.

M. I. Hodzic, Estimation of Large Sparse Systems, Chapter 3, Stochastic Large-Scale Engineering Systems, edited by Spyros G. Tzafestas, and Keigo Watanabe, Marcel Dekker, N. York, 1992.

M. I. Hodzic, R. Krtolica and D. D. Siljak, A Stochastic Inclusion Principle, Chapter 30, Differential Equations, Stability and Control, Edited by Saber Elaydi, Marcel Dekker, New York, 1991.

D. D. Siljak, Decentralized Control of Complex Systems, Academic Press, San Diego, 1991.

M. Hadzikadic, T. Carmichael and C. Curtin, “Complex Adaptive Systems and Game Theory: An Unlikely Union”, Wiley, 2010.




DOI: http://dx.doi.org/10.21533/pen.v4i1.9

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Copyright (c) 2016 Periodicals of Engineering and Natural Sciences (PEN)

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

ISSN: 2303-4521

Digital Object Identifier DOI: 10.21533/pen

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License