Modelling Population Dynamics Using Grid Systems

Barbuti, Roberto; Cerone, Antonio; Maggiolo-Schettini, Andrea; Milazzo, Paolo; Setiawan, Suryana

doi:10.1007/978-3-642-54338-8_14

Cited by 9 publications

(4 citation statements)

References 18 publications

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“…Grid Systems. Grid Systems is a formalism to model population dynamics proposed by Barbuti et al [5]. The formalism is inspired by concepts of P systems and spatiality dynamics of cellular automata.…”

Section: Cellular Automatamentioning

confidence: 99%

“…In Grid Systems, environmental events that change population behaviour can be defined as rewrite rules. There is a simulation tool for Grid Systems developed in Java [5].…”

Section: Cellular Automatamentioning

confidence: 99%

“…Grid Systems was used to model a population model of a species of mosquitoes, Aedes albopictus, that considers three types of external events: temperature change, rainfall, and desiccation [5]. The events change the behaviour of the species directly or indirectly.…”

Section: Cellular Automatamentioning

confidence: 99%

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A general overview of formal languages for individual-based modelling of ecosystems

Toro

2019

Journal of Logical and Algebraic Methods in Programming

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Various formal languages have been proposed in the literature for the individualbased modelling of ecological systems. These languages differ in their treatment of time and space. Each modelling language offers a distinct view and techniques for analyzing systems. Most of the languages are based on process calculi or P systems. In this article, we present a general overview of the existing modelling languages based on process calculi. We also discuss, briefly, other approaches such as P systems, cellular automata and Petri nets. Finally, we show advantages and disadvantages of these modelling languages and we propose some future research directions.

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Section: Cellular Automatamentioning

confidence: 99%

“…In Grid Systems, environmental events that change population behaviour can be defined as rewrite rules. There is a simulation tool for Grid Systems developed in Java [5].…”

Section: Cellular Automatamentioning

confidence: 99%

See 1 more Smart Citation

A general overview of formal languages for individual-based modelling of ecosystems

Toro

2019

Journal of Logical and Algebraic Methods in Programming

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“…They have inspired a new formalism, the Grid System. This has been applied, for example, to study population model of a species of mosquitos, considering spatiality, [3] and to stochastically model dynamics of seasonal migration, where space is abstracted using a grid of cells [22].…”

Section: Introductionmentioning

confidence: 99%

MELA: Modelling in Ecology with Location Attributes

Vissat¹,

Hillston²,

Marion³

et al. 2016

Electron. Proc. Theor. Comput. Sci.

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Ecology studies the interactions between individuals, species and the environment. The ability to predict the dynamics of ecological systems would support the design and monitoring of control strategies and would help to address pressing global environmental issues. It is also important to plan for efficient use of natural resources and maintenance of critical ecosystem services. The mathematical modelling of ecological systems often includes nontrivial specifications of processes that influence the birth, death, development and movement of individuals in the environment, that take into account both biotic and abiotic interactions. To assist in the specification of such models, we introduce MELA, a process algebra for Modelling in Ecology with Location Attributes. Process algebras allow the modeller to describe concurrent systems in a high-level language. A key feature of concurrent systems is that they are composed of agents that can progress simultaneously but also interacta good match to ecological systems. MELA aims to provide ecologists with a straightforward yet flexible tool for modelling ecological systems, with particular emphasis on the description of space and the environment. Here we present four example MELA models, illustrating the different spatial arrangements which can be accommodated and demonstrating the use of MELA in epidemiological and predator-prey scenarios.

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Ten Years of DataMod: The Synergy of Data-Driven and Model-Based Approaches

Cerone

2022

From Data to Models and Back

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Modelling Population Dynamics Using Grid Systems

Cited by 9 publications

References 18 publications

A general overview of formal languages for individual-based modelling of ecosystems

A general overview of formal languages for individual-based modelling of ecosystems

MELA: Modelling in Ecology with Location Attributes

Ten Years of DataMod: The Synergy of Data-Driven and Model-Based Approaches

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