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Shoufeng Wang

Publications and source records attributed to Shoufeng Wang.

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Left semibraces, near left semibraces and the Yang-Baxter equation

A triple $(S, +, \cdot)$ is called a {\em left semibrace} if $(S, +)$ is a semigroup, $(S, \cdot)$ is a group with identity $e$ and $x(y+z)=(xy)+(x(x^{-1}+z))$ for all $x, y, z\in S$, where $x^{-1}$ is the inverse of $x$ in the group $(S, \cdot)$. A left semibrace $(S,+,\cdot)$ is called {\em strong} if $x+y(e+z)=x+yz$ for all $x, y, z\in S$. Left semibraces and strong left semibraces are investigated extensively in literature. However, the structure of additive semigroups of general left semibraces still remains mysterious. In this note, as generalizations of near left braces, we introduce {\em near left semibraces} as follows. A quadruple $(S,+, \cdot, \mu)$ is called a {\em near left semibrace} if $(S, +)$ is a semigroup, $(S, \cdot)$ is a group, $\mu: S\to S$ is a map and $x(y+z)=(xy)+\mu(x)+xz$ for all $x, y, z\in S$. We first show that the additive semigroups of both left semibrace and near left semibraces are rectangular groups and obtain some new characterizations of strong left semibraces. In particular, we prove that a strong left semibrace can induce a near left semibrace, and vice versa. As a consequence, near left semibraces can provide set-theoretical solutions for the Yang-Baxter equation. Next, we obtain a structure theorem for all left semibraces by the generalized matched products of right zero left semibraces and right cancellative left semibraces. Finally, we consider a new map associated to a near left semibrace and give a sufficient and necessary condition under which such a map forms a set-theoretic solution of the Yang-Baxter equation. Our result improve and enrich some results obtained by Jespers and Van Antwerpen in [Forum Math. 31 (2019) 241--263], by Catino, Colazzo and Stefanelli in [Mediterr. J. Math. 17 (2020) 58] and by Catino, Mazzotta and Stefanelli in [J. Algebra 573 (2021) 576--619].

math.GR

From Automated to Autonomous: Hierarchical Agent-native Network Architecture (HANA)

Realizing Level 4/5 Autonomous Networks (AN) demands a shift from static automation to agent-native intelligence. Current operations, reliant on rigid scripts, lack the cognitive agency to handle off-nominal conditions. To address this, this letter proposes a hierarchical multi-agent reference architecture enabling high-level autonomy. The framework features a Dual-Driven Orchestrator that coordinates specialized Executive Agents, supported by a shared Public Memory for unified domain knowledge. A key innovation is the integration of agent self-awareness, which empowers the system to harmonize deliberative strategic governance with reflexive fault recovery. We instantiate and validate this architecture within a 5G Core environment. Case studies demonstrate that the system sustains critical throughput under congestion and reduces Mean Time to Repair (MTTR) by 86%, confirming its efficacy in unifying strategic planning with operational resilience.

cs.AI

Deformed solutions of the Yang-Baxter equation associated to dual weak left $\star$-braces

As generalizations of dual weak left braces and skew left braces, in this paper, dual weak left $\star$-braces and square skew left braces are introduced, respectively. We firstly show that a dual weak left $\star$-brace is exactly a strong semilattice of a family of square skew left braces. Then we introduce distributors for dual weak left $\star$-braces and prove that the map deformed by each distributor is always a solution of the Yang-Baxter equation. Our work may be regarded as extending and enriching some related results on skew left braces and weak left braces in literature.

math.GR

Leveraging AI Agents for Autonomous Networks: A Reference Architecture and Empirical Studies

The evolution toward Level 4 (L4) Autonomous Networks (AN) represents a strategic inflection point in telecommunications, where networks must transcend reactive automation to achieve genuine cognitive capabilities--fulfilling TM Forum's vision of self-configuring, self-healing, and self-optimizing systems that deliver zero-wait, zero-touch, and zero-fault services. This work bridges the gap between architectural theory and operational reality by implementing Joseph Sifakis's AN Agent reference architecture in a functional cognitive system, deploying coordinated proactive-reactive runtimes driven by hybrid knowledge representation. Through an empirical case study of a Radio Access Network (RAN) Link Adaptation (LA) Agent, we validate this framework's transformative potential: demonstrating sub-10 ms real-time control in 5G NR sub-6 GHz while achieving 4% higher downlink throughput than Outer Loop Link Adaptation (OLLA) algorithms and 85% Block Error Rate (BLER) reduction for ultra-reliable services through dynamic Modulation and Coding Scheme (MCS) optimization. These improvements confirm the architecture's viability in overcoming traditional autonomy barriers and advancing critical L4-enabling capabilities toward next-generation objectives.

cs.AI

Some characterizations of weak left braces

As generalizations of skew left braces, weak left braces were introduced recently by Catino, Mazzotta, Miccoli and Stefanelli to study ceratin special degenerate set-theoretical solutions of the Yang-Baxter equation. In this note, as analogues of the notions of regular subgroups of holomorph of groups, Gamma functions on groups and affine and semi-affine structures on groups, we propose the notions of good inverse subsemigroups and Gamma functions associated to Clifford semigroups and affine structures on inverse semigroups, respectively, by which weak left braces are characterized. Moreover, symmetric, $\lambda$-homomorphic and $\lambda$-anti-homomorphic weak left braces are introduced and the algebraic structures of these weak left braces are given.

math.GR

Post Clifford semigroups, the Yang-Baxter equation, relative Rota--Baxter Clifford semigroups and dual weak left braces

As generalizations of Rota--Baxter groups, Rota--Baxter Clifford semigroups have been introduced by Catino, Mazzotta and Stefanelli in 2023. Based on their pioneering results, in this paper we first continue to study Rota--Baxter Clifford semigroups. Inspired by the corresponding results in Rota--Baxter groups, we firstly obtain some properties and construction methods for Rota--Baxter Clifford semigroups, and then study the substructures and quotient structures of these semigroups. On the other hand, as generalizations of post-groups, Rota--Baxter Clifford semigroups and braided groups, in this paper we introduce and investigate post Clifford semigroups, relative Rota--Baxter Clifford semigroups and braided Clifford semigroups, respectively. We prove that the categories of strong post Clifford semigroups, dual weak left braces, bijective strong relative Rota-Baxter Clifford semigroups and braided Clifford semigroups are mutually pairwise equivalent, and the category of post Clifford semigroups is equivalent to the category of bijective relative Rota--Baxter Clifford semigroups, respectively. As a consequence, we prove that both post Clifford semigroups, relative Rota--Baxter Clifford semigroups and braided Clifford semigroups can provide set-theoretical solutions for the Yang--Baxter equation. The substructures and quotient structures of relative Rota--Baxter Clifford semigroups are also considered.

math.GR

Set-theoretic solutions of the Yang-Baxter equation and regular *-semibraces

As generalizations of inverse semibraces introduced by Catino, Mazzotta and Stefanelli, Miccoli has introduced regular $\star$-semibraces under the name of involution semibraces and given a sufficient condition under which the associated map to a regular $\star$-semibrace is a set-theoretic solution of the Yang-Baxter equation. From the viewpoint of universal algebra, regular $\star$-semibraces are (2,2,1)-type algebras. In this paper we continue to study set-theoretic solutions of the Yang-Baxter equation and regular $\star$-semibraces. We first consider several kinds of (2,2,1)-type algebras that induced by regular $\star$-semigroups and give some equivalent characterizations of the statement that they form regular $\star$-semibraces. Then we give sufficient and necessary conditions under which the associated maps to these (2,2,1)-type algebras are set-theoretic solutions of the Yang-Baxter equation. Finally, as analogues of weak braces defined by Catino, Mazzotta, Miccoli and Stefanelli, we introduce weak $\star$-braces in the class of regular $\star$-semibraces, describe their algebraic structures and prove that the associated maps to weak $\star$-braces are always set-theoretic solutions of the Yang-Baxter equation. The result of the present paper shows that the class of completely regular, orthodox and locally inverse regular $\star$-semigroups is a source of possibly new set-theoretic solutions of the Yang-Baxter equation. Our results establish the close connection between the Yang-Baxter equation and the classical structural theory of regular $\star$-semigroups.

math.GR

Chain projection ordered categories and DRC-restriction semigroups

In this paper we provide a theory of chain projection ordered categories and generalize that of chain projection ordered groupoids developed by East and Azeef Muhammed recently. By using chain projection ordered categories, we obtain a structure theorem for DRC-restriction semigroups. More specifically, we prove that the category of DRC-restriction semigroups together with (2,1,1)-homomorphisms is isomorphic to the category of chain projection ordered categories together with chain projection ordered functors. Moreover, some special cases are also considered. As applications of the main theorem, we demonstrate that the existence of free projection-generated DRC-restriction semigroups associated to any strong two-sided projection algebra and reobtain the structures of projection-fundamental DRC-restriction semigroups. Our work may be regarded as an answer for the fourth problem proposed by East and Azeef Muhammed in [Advances in Mathematics, 437 (2024) 109447].

math.GR

6G Network Operation Support System

6G is the next-generation intelligent and integrated digital information infrastructure, characterized by ubiquitous interconnection, native intelligence, multi-dimensional perception, global coverage, green and low-carbon, native network security, etc. 6G will realize the transition from serving people and people-things communication to supporting the efficient connection of intelligent agents, and comprehensively leading the digital, intelligent and green transformation of the economy and the society. As the core support system for mobile communication network, 6G OSS needs to achieve high-level network automation, intelligence and digital twinning capabilities to achieve end-to-end autonomous network operation and maintenance, support the operation of typical 6G business scenarios and play a greater social responsibility in the fields of environment, society, and governance (ESG).This paper provides a detailed introduction to the overall vision, potential key technologies, and functional architecture of 6G OSS . It also presents an evolutionary roadmap and technological prospects for the OSS from 5G to 6G.

cs.NI