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Foundations of programmable Process Structures for the unified modeling and simulation of agricultural and aquacultural systems

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Information Processing in Agriculture 2024年第1期11卷 91-108页

作者： Monika Varga Bela Csukas Hungarian University of Agriculture and Life Sciences Kaposvar Campus40 Guba S7400 KaposvarHungary

This research paper defines the theoretical foundations and computational implementation of a non-conventional modeling and simulation methodology,inspired by the needs of problem solving for biological,agricultural,aquacultural and environmental *** challenging practical problem is to develop a framework for automatic generation of causally right and balance-based,unified models that can also be applied for the effective coupling amongst the various(sophisticated field-specific,sensor data processing-based,upper level optimization-driven,etc.)*** scientific problem addressed in this innovation is to develop programmable Process Structures(PPS)by combining functional basis of systems theory,structural approach of net theory and computational principles of agent based *** offers a novel framework for the automatic generation of easily extensible and connectible,unified models for the underlying complex *** models can be generated from one state and one transition meta-prototypes and from the transition oriented description of process *** models consist of unified state and transition *** local program containing prototype elements,derived also from the meta-prototypes,are responsible for the case-specific *** integrity and consistency of PPS architecture are based on the meta-prototypes,prepared to distinguish between the conservation-laws-based measures and the *** simulation is based on data flows amongst the state and transition elements,as well as on the unification based data transfer between these elements and their calculating *** architecture and its AI language-based(Prolog)implementation support the integration of various field-and task-specific models,*** better understanding is helped by a simple *** capabilities of the recently consolidated general methodology are discussed on the basis of some preliminary applications,focusing on the recently studied

关键词： Unified process model Meta-prototype-based architecture Transition-based structure representation locally programmable functionality prototypes Agricultural systems Aquacultural systems

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