High-Level Models of Unconventional Computations

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High-Level Models of Unconventional Computations

A Case of Plasmodium

Game theory Artificial intelligence

Authors: Andrew Schumann, Krzysztof Pancerz

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Collection: Studies in Systems, Decision and Control

Language: English

Published by: Springer

Published on: 17th May 2018

Format: LCP-protected ePub

Size: 4 Mb

ISBN: 9783319917733


Introduction

This book shows that the plasmodium of Physarum polycephalum can be considered a natural labelled transition system, and based on this, it proposes high-level programming models for controlling the plasmodium behaviour. The presented programming is a form of pure behaviourism: the authors consider the possibility of simulating all basic stimulus–reaction relations.

Application of Programming Models

As plasmodium is a good experimental medium for behaviouristic models, the book applies the programming tools for modelling plasmodia as unconventional computers in different behavioural sciences based on studying the stimulus–reaction relations. The authors examine these relations within the framework of a bio-inspired game theory on plasmodia they have developed i.e. within an experimental game theory, where, on the one hand, all basic definitions are verified in experiments with Physarum polycephalum and Badhamia utricularis and, on the other hand, all basic algorithms are implemented in the object-oriented language for simulations of plasmodia.

Conclusions

The results allow the authors to propose that the plasmodium can be a model for concurrent games and context-based games.

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