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

作     者：Monika Varga Bela Csukas 

作者机构：Hungarian University of Agriculture and Life SciencesKaposvar Campus40 Guba S7400 KaposvarHungary 

出 版 物：《Information Processing in Agriculture》 (农业信息处理（英文）)

年 卷 期：2024年第11卷第1期

页      面：91-108页

核心收录：

学科分类：0710[理学-生物学] 090801[农学-水产养殖] 0830[工学-环境科学与工程（可授工学、理学、农学学位）] 0907[农学-林学] 0908[农学-水产] 0707[理学-海洋科学] 0905[农学-畜牧学] 0906[农学-兽医学] 0829[工学-林业工程] 09[农学] 0901[农学-作物学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：supported by the Bolyai Janos Research Scholarship of the Hungarian Academy of Sciences The ongoing developments for the practical applications of PPS in aquaculture are supported by Chinese-Hungarian Bilateral project 

主　　题：Unified process model Meta-prototype-based architecture Transition-based structure representation Locally programmable functionality prototypes Agricultural systems Aquacultural systems 

摘      要：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