Spatial Interactions in Agent-Based Modeling

Ausloos M, Dawid H, Merlone U (2015)
In: Complexity and Geographical Economics: Topics and Tools. Commendatore P, Kayam S, Kubin I (Eds);Heidelberg: Springer: 353-377.

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Commendatore, Pasquale ; Kayam, Saime ; Kubin, Ingrid
Abstract
Agent Based Modeling (ABM) has become a widespread approach to model complex interactions. In this chapter after briefly summarizing some features of ABM the different approaches in modeling spatial interactions are discussed. It is stressed that agents can interact either indirectly through a shared environment and/or directly with each other. In such an approach, higher-order variables such as commodity prices, population dynamics or even institutions, are not exogenously specified but instead are seen as the results of interactions. It is highlighted in the chapter that the understanding of patterns emerging from such spatial interaction between agents is a key problem as much as their description through analytical or simulation means. The chapter reviews different approaches for modeling agents’ behavior, taking into account either explicit spatial (lattice based) structures or networks. Some emphasis is placed on recent ABM as applied to the description of the dynamics of the geographical distribution of economic activities—out of equilibrium. The Eurace@Unibi Model, an agent-based macroeconomic model with spatial structure, is used to illustrate the potential of such an approach for spatial policy analysis.
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Ausloos M, Dawid H, Merlone U. Spatial Interactions in Agent-Based Modeling. In: Commendatore P, Kayam S, Kubin I, eds. Complexity and Geographical Economics: Topics and Tools. Heidelberg: Springer; 2015: 353-377.
Ausloos, M., Dawid, H., & Merlone, U. (2015). Spatial Interactions in Agent-Based Modeling. In P. Commendatore, S. Kayam, & I. Kubin (Eds.), Complexity and Geographical Economics: Topics and Tools (pp. 353-377). Heidelberg: Springer.
Ausloos, M., Dawid, H., and Merlone, U. (2015). “Spatial Interactions in Agent-Based Modeling” in Complexity and Geographical Economics: Topics and Tools, Commendatore, P., Kayam, S., and Kubin, I. eds. (Heidelberg: Springer), 353-377.
Ausloos, M., Dawid, H., & Merlone, U., 2015. Spatial Interactions in Agent-Based Modeling. In P. Commendatore, S. Kayam, & I. Kubin, eds. Complexity and Geographical Economics: Topics and Tools. Heidelberg: Springer, pp. 353-377.
M. Ausloos, H. Dawid, and U. Merlone, “Spatial Interactions in Agent-Based Modeling”, Complexity and Geographical Economics: Topics and Tools, P. Commendatore, S. Kayam, and I. Kubin, eds., Heidelberg: Springer, 2015, pp.353-377.
Ausloos, M., Dawid, H., Merlone, U.: Spatial Interactions in Agent-Based Modeling. In: Commendatore, P., Kayam, S., and Kubin, I. (eds.) Complexity and Geographical Economics: Topics and Tools. p. 353-377. Springer, Heidelberg (2015).
Ausloos, Marcel, Dawid, Herbert, and Merlone, Ugo. “Spatial Interactions in Agent-Based Modeling”. Complexity and Geographical Economics: Topics and Tools. Ed. Pasquale Commendatore, Saime Kayam, and Ingrid Kubin. Heidelberg: Springer, 2015. 353-377.
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