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18th International Conference on Intelligent systems and Knowledge engineering, ISKE 2023

作者： Zhong, Jian Liu, Peiyao Chen, Shuwei School of Computer and Software Engineering National-Local Joint Engineering Laboratory of System Credibility Automatic Verification Xihua University Chengdu China

ISBN: (纸本)9798350318401

Machine learning has been a prominent research focus in recent years, and integrating machine learning methods into automated theorem provers has become a current trend in theorem proving research. Standard contradiction separation rule is a newly proposed multi-clause, dynamic, and synergized deductive inference rule. The key aspect of standard contradiction separation rule is how to plan deduction paths. In order to better plan the deduction path, this paper explores the dynamic learning within the process of contradiction separation deduction and introduces a novel active deductive heuristic algorithm based on reinforcement learning. Experimental results demonstrate that this new algorithm enhances the reasoning capability of the theorem prover Prover9. © 2023 IEEE.

关键词： Reinforcement learning

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Blind quantum computation with a client performing different single-qubit gates

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Chinese Physics B 2023年第11期32卷 326-330页

作者：吴光阳杨振严玉瞻罗元茂柏明强莫智文 School of Mathematical Sciences Sichuan Normal UniversityChengdu 610068China Research Center of Sichuan Normal University National-Local Joint Engineering Laboratory of System Credibility Automatic Verification Chengdu 610066China Institute of Intelligent Information and Quantum Information Sichuan Normal UniversityChengdu 610068China

In the field of single-server blind quantum computation(BQC), a major focus is to make the client as classical as possible. To achieve this goal, we propose two single-server BQC protocols to achieve verifiable universal quantum computation. In these two protocols, the client only needs to perform either the gate T(in the first protocol) or the gates H and X(in the second protocol). With assistance from a single server, the client can utilize his quantum capabilities to generate some single-qubit states while keeping the actual state of these qubits confidential from others. By using these single-qubit states, the verifiable universal quantum computation can be achieved.

关键词： blind quantum computation verifiable blind quantum computation single server

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Active Deduction Heuristic Algorithm of Standard Contradiction Separation Rule Based on Reinforcement Learning

Active Deduction Heuristic Algorithm of Standard Contradicti...

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International Conference on Intelligent system and Knowledge engineering, ISKE

作者： Jian Zhong Peiyao Liu Shuwei Chen National-Local Joint Engineering Laboratory of System Credibility Automatic Verification School of Computer and Software Engineering Xihua University Chengdu China

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Formal Modeling and Verification of Multi-agent system Based on Timed Automata 16

Formal Modeling and Verification of Multi-agent System Based...

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16th IEEE International Conference on Intelligent systems and Knowledge engineering, ISKE 2021

作者： Wang, Xia Xu, Yang Liu, Peiyao Southwest Jiaotong University National-Local Joint Engineering Laboratory of System Credibility Automatic Verification School of Computing and Artificial Intelligence Chengdu China Southwest Jiaotong University National-Local Joint Engineering Laboratory of System Credibility Automatic Verification School of Mathematics Chengdu China

ISBN: (纸本)9781665405539

The safety and credibility of the safety-critical systems is a research problem that has received wide attention. Introducing the theory of multi-agent systems into the research of safety-critical systems is very important. In this paper, the characteristics of the multi-agent system and the interaction between agents are considered, and the use of Time Automata to formally model and verify the multi-agent system is proposed. Finally, taking the Radio Block Center (RBC) scenario in the train control system as an example, the proposed method is introduced in detail. The results show that the method proposed in this paper has particular reference significance for the safety and credibility research of safety-critical systems. © 2021 IEEE.

关键词： Multi agent systems

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Formal Modelling of the Multiple Trains Following Operation in Uncertain Environments

Formal Modelling of the Multiple Trains Following Operation ...

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International Conference on Intelligent system and Knowledge engineering, ISKE

作者： Xia Wang Yang Xu Jun Liu Guanfeng Wu Shuwei Chen School of Computing and Artificial Intelligence Southwest Jiaotong University National- Local Joint Engineering Laboratory of System Credibility Automatic Verification Chengdu China School of Mathematics Southwest Jiaotong University National- Local Joint Engineering Laboratory of System Credibility Automatic Verification Chengdu China School of Computing Ulster University Northern Ireland

Ensuring the safety of the following operation under moving block signal is very important for safe operation. Now that the Train Control system under Moving Block Signal (TC-MBS) is a distributed, complex, dynamic, and highly interactive system, the proposed method uses the Multi-Agent system (MAS) technique to design, model, and analyse the TC-MBS system. This paper describes implementing formal methods for modelling the TC-MBS system that operates in an uncertain environment and its safety verification based on model checking techniques. First, the multi-mode following operation in an uncertain environment is analysed using the decision table technique. Second, we introduce a creative modelling approach for MAS called UML-MAS to build the semi-formal model of the TC-MBS system. UML-MAS acts as a standard interface for the system designers and infrastructure managers to increase their requirement comprehension, analysis, system design, and scheme planning at the conceptual level. Thirdly, a set of rules is suggested to convert UML-MAS model into Vector-based Interpreted systems Programming Language (VISPL) model, which serves as the input for the model checker MCMAS- T. In order to demonstrate the practicality and effectiveness of the suggested approach, some case studies on modelling the TC-MBS systems while considering various scenarios in an uncertain environment and their verification employing MCMAS- Tare presented.

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Fast Division Algorithm for Finite Real Number 16

Fast Division Algorithm for Finite Real Number

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16th IEEE International Conference on Intelligent systems and Knowledge engineering, ISKE 2021

作者： Chen, Ting Li, Fenfen Lin, Jinbao National-Local Joint Engineering Lab of System Credibility Automatic Verification Huaiyin Institute of Technology Faculty of Computer and Software Engineering Research Center for Logic and Intelligent Computation Huai'an China

ISBN: (纸本)9781665405539

The data representation and division for finite real number in computers has always been a hot topic in the fields of scientific research and engineering technology. With the research of existing real number division algorithm, design, improvement and adjustment for data structure, algorithm and programming language, and realize the fast division for finite real number. The algorithm can apply to the engineering requirement of finite real number of 506 bits. It replaces the commonly used trial division method with a comparison method, reducing the time complexity of the algorithm. The experimental results demonstrate the correctness and efficiency of the algorithm. The division of the algorithm uses comparison instead of trial division, which reduces the time complexity of the algorithm from O(n2) to O(n). The experimental results show that the algorithm is correct and efficient. © 2021 IEEE.

关键词： Computational complexity

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Study on Potability Water Quality Classification Based on Integrated Learning 16

Study on Potability Water Quality Classification Based on In...

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16th IEEE International Conference on Intelligent systems and Knowledge engineering, ISKE 2021

作者： Fen, Li Fen Lei, Zhou Ting, Chen Huaiyin Institute of Technology Faculty of Computer and Software Engineering Research Center for Logic and Intelligent Computation National-Local Joint Engineering Lab of System Credibility Automatic Verification Huaian China

ISBN: (纸本)9781665405539

Aiming at the problem of low accuracy of simple classification model, based on the drinking water data set of kaggle official website, integrated learning models is proposed, which improves the precision and accuracy of binary classification of drinking water quality. K-fold cross validation was performed to measure model consistency. The effect of set classifier is higher than that of simple classifier. © 2021 IEEE.

关键词： Water quality

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Formalization and Verification of Cyclic Group 16

Formalization and Verification of Cyclic Group

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16th IEEE International Conference on Intelligent systems and Knowledge engineering, ISKE 2021

作者： Tang, Yue Xu, Yang Liu, Peiyao Zeng, Guoyan Southwest Jiaotong University School of Mathematical Chengdu611756 China National-Local Joint Engineering Laboratory of System Credibility Automatic Verification Southwest Jiaotong University Chengdu611756 China

ISBN: (纸本)9781665405539

At present, the formal method is an important system design verification method, which effectively compensates the 'incomplete' problem of the traditional methods such as simulation and testing in the system design verification. Since the logical method as a typical formal method is our research direction, we naturally choose the first-order logic language in the logical method to formalize Group theory in the field of mathematics. Based on some formalized conclusions of Group theory in TPTP, this paper completes the formal description of missing definitions about the Group in TPTP, namely the order of element in group, nth-order cyclic group and Klein four-group. Some propositions and theorems related to these definitions are further formal described, and the correctness of these descriptions is verified by the theorem tool Prover9. © 2021 IEEE.

关键词： Group theory

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Notes on the Architecture, League Training and PFSP in AlphaStar 16

Notes on the Architecture, League Training and PFSP in Alpha...

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16th IEEE International Conference on Intelligent systems and Knowledge engineering, ISKE 2021

作者： Zhao, Jianyang Zhou, Ningning Hong, Long Huaiyin Institute of Technology Faculty of Computer and Software Engineering Huaian China School of Computer Nanjing University of Posts and Telecommunications Nanjing China Research Center for Logic and Intelligent Computation National-Local Joint Engineering Lab of System Credibility Automatic Verification Huaian China

ISBN: (纸本)9781665405539

AlphaStar, a multi-agent intelligence program, is a new member of Alpha's gamer software. Rated at Grandmaster level in the empirical evaluation shows that AlphaStar has been a great success in engineering, which is another milestone in AI history. After a brief introduction to AlphaStar, we discussed its computational architecture, league training, PFSP, and proposed an interesting topic direction on the basis of our suggestions, which was how to combine the capacities of diverse ANNs that successful completed learning. Additionally, we proposed the viewpoint that is big data - space, intelligence - man' world, parallel computing - time. © 2021 IEEE.

关键词： Multi agent systems

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Applying B and ProB to a Real-world Data Validation Project 16

Applying B and ProB to a Real-world Data Validation Project

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16th IEEE International Conference on Intelligent systems and Knowledge engineering, ISKE 2021

作者： Peng, Cheng Keming, Wang Southwest Jiaotong University School of Information Science and Technology Chengdu China National-local Joint Engineering Laboratory of System Credibility Automatic Verification Chengdu China School of Computing and Artificial Intelligence Southwest Jiaotong University Chengdu China

ISBN: (纸本)9781665405539

Data validation is a constraint satisfaction problem that can be modelled rigorously by formal methods like B. This paper presents our experiences on validating a real-world section topology of tram lines using the B language and ProB tool. Based on the section topology, validation rules are designed and implemented by using the ASSERTIONS Clause of B. The Epsilon Generation Language Script is used to build a data conversion schema under automatically deriving the topology data into the B model. Furthermore, the ProB is used to validate whether the data satisfy the rules. In this way, the validated topology improves the functional correctness of the tram control system. © 2021 IEEE.

关键词： Topology

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