Conclusions
According to the Out-of-Africa-Hypothesis, the geographic origin of anatomically modern humans is located in Africa. But, hominin fossils discovered by archaeologists do not provide sufficient evidence regarding the actual route hominins have taken on their way from Africa to Eurasia.
Therefore, a number of opposing hypotheses and assumptions are suggested by researchers. Furthermore, a number of influencing factors has been identified which may have caused the migration to happen. However, further excavations will likely neither provide certainty concerning the actual route taken not give some indication for the reason hominins migrated. By modeling these dispersal processes, which occurred 1.5-0.5M years BC, we aim at providing a simulation platform for validating hypotheses and assumptions by creating individual artificial dispersal processes. In contrast to other approaches we propose to develop a sophisticated simulation model consisting of cognitive decision making as well as discretized models for integrating environmental influence factors rather then applying stochastic process simulation.When modeling actors being part of the Out-of-Africa-Hypothesis as intelligent software agents, processes of deliberation regarding different environmental factors can be recreated and analyzed by researchers. Furthermore, different artificial scenarios can be set up and dispersal processes can be simulated individually.
The approach proposed within this article is meant to be understood as a first conception of how to simulate hominin dispersal processes in order to provide a simulation platform for researchers from multiple disciplines. For this purpose five challenges in terms of scaling issues has been identified. However, we are aware that further research is required considering the formalization of hypotheses and assumptions as well as the integration of diverse domain models into a holistic simulation system in order to implement an operative simulation platform. Nevertheless, our workgroup aims at contributing significant aspects.
Acknowledgments Parts of the concepts presented here, i.e., applying potential fields to dispersal simulation, have been developed together with Tjorben Bogon and Jorg Dallmeyer.
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