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Battery swapping station location for electric vehicles: a simulation optimization approach arxiv.org/abs/2412.15233

Battery swapping station location for electric vehicles: a simulation optimization approach

Electric vehicles face significant energy supply challenges due to long charging times and congestion at charging stations. Battery swapping stations (BSSs) offer a faster alternative for energy replenishment, but their deployment costs are considerably higher than those of charging stations. As a result, selecting optimal locations for BSSs is crucial to improve their accessibility and utilization. Most existing studies model the BSS location problem using deterministic and static approaches, often overlooking the impact of stochastic and dynamic factors on solution quality. This paper addresses the facility location problem for BSSs within a city network, considering stochastic battery swapping demand. The objective is to optimize the placement of a given set of BSSs to minimize demand loss. To achieve this, we first develop a mathematical programming model for the problem. Then, we propose a simulation optimization method based on a large neighborhood search framework to handle large-scale instances. To reduce the computational cost of simulations, Bayesian optimization is employed to solve the single-station allocation subproblem during the repair process. Numerical experiments demonstrate the efficiency of the proposed approach and highlight the importance of incorporating dynamic factors in decision-making.

arXiv.org

Asymptotic efficiency of inferential models and a possibilistic Bernstein--von Mises theorem arxiv.org/abs/2412.15243

Optimizing Age of Information in Internet of Vehicles Over Error-Prone Channels arxiv.org/abs/2412.13204 .IT .NI

Optimizing Age of Information in Internet of Vehicles Over Error-Prone Channels

In the Internet of Vehicles (IoV), Age of Information (AoI) has become a vital performance metric for evaluating the freshness of information in communication systems. Although many studies aim to minimize the average AoI of the system through optimized resource scheduling schemes, they often fail to adequately consider the queue characteristics. Moreover, the vehicle mobility leads to rapid changes in network topology and channel conditions, making it difficult to accurately reflect the unique characteristics of vehicles with the calculated AoI under ideal channel conditions. This paper examines the impact of Doppler shifts caused by vehicle speeds on data transmission in error-prone channels. Based on the M/M/1 and D/M/1 queuing theory models, we derive expressions for the Age of Information and optimize the system's average AoI by adjusting the data extraction rates of vehicles (which affect system utilization). We propose an online optimization algorithm that dynamically adjusts the vehicles' data extraction rates based on environmental changes to ensure optimal AoI. Simulation results have demonstrated that adjusting the data extraction rates of vehicles can significantly reduce the system's AoI. Additionally, in the network scenario of this work, the AoI of the D/M/1 system is lower than that of the M/M/1 system.

arXiv.org

Scattering theory for the defocusing 3d NLS in the exterior of a strictly convex obstacle arxiv.org/abs/2412.13215

Scattering theory for the defocusing 3d NLS in the exterior of a strictly convex obstacle

In this paper, we investigate the global well-posedness and scattering theory for the defocusing nonlinear Schrödinger equation $iu_t + Δ_Ωu = |u|^αu$ in the exterior domain $Ω$ of a smooth, compact and strictly convex obstacle in $\mathbb{R}^3$.It is conjectured that in Euclidean space, if the solution has a prior bound in the critical Sobolev space, that is, $u \in L_t^\infty(I; \dot{H}_x^{s_c}(\mathbb{R}^3))$ with $s_c := \frac{3}{2} - \frac{2}α \in (0, \frac{3}{2})$, then $u$ is global and scatters. In this paper, assuming that this conjecture holds, we prove that if $u$ is a solution to the nonlinear Schrödinger equation in exterior domain $Ω$ with Dirichlet boundary condition and satisfies $u \in L_t^\infty(I; \dot{H}^{s_c}_D(Ω))$ with $s_c \in \left[\frac{1}{2}, \frac{3}{2}\right)$, then $u$ is global and scatters. The main ingredients in our proof are the linear profile decompositions in the critical space $\dot{H}_D^{s_c}(Ω)$ and embed it to the nonlinear equation. Inspired by Killip-Visan-Zhang[Amer. J. Math. {\bf138} (2016)], we overcome the difficulty caused by the breakdown of the scaling and translation invariance. This allows us to utilize the concentration-compactness/rigidity argument of Kenig and Merle [Invent. Math. {\bf 166} (2006)]. To preclude the minimal counterexamples, we established the long-time Stricharrtz estimates and the frequency-localized Morawetz estimates.

arXiv.org

Duality, extreme points and hulls for noncommutative partial convexity arxiv.org/abs/2412.13267

Duality, extreme points and hulls for noncommutative partial convexity

This article studies generalizations of (matrix) convexity, including partial convexity and biconvexity, under the umbrella of $Γ$-convexity. Here $Γ$ is a tuple of free symmetric polynomials determining the geometry of a $Γ$-convex set. The paper introduces the notions of $Γ$-operator systems and $Γ$-ucp maps and establishes a Webster-Winkler type categorical duality between $Γ$-operator systems and $Γ$-convex sets. Next, a notion of an extreme point for $Γ$-convex sets is defined, paralleling the concept of a free extreme point for a matrix convex set. To ensure the existence of such points, the matricial sets considered are extended to include an operator level. It is shown that the $Γ$-extreme points of an operator $Γ$-convex set $K$ are in correspondence with the free extreme points of the operator convex hull of $Γ(K).$ From this result, a Krein-Milman theorem for $Γ$-convex sets follows. Finally, relying on the results of Helton and the first two authors, a construction of an approximation scheme for the $Γ$-convex hull of the matricial positivity domain {(also known as a free semialgebraic set)} $D_p$ of a free symmetric polynomial $p$ is given. The approximation consists of a decreasing family of $Γ$-analogs of free spectrahedra, whose projections, under mild assumptions, in the limit yield the $Γ$-convex hull of $D_p.$

arXiv.org

A family of instanton-invariants for four-manifolds and their relation to Khovanov homology arxiv.org/abs/2412.13285

A family of instanton-invariants for four-manifolds and their relation to Khovanov homology

This article reviews Witten's gauge-theoretic approach to Khovanov homology from the perspective of Haydys-Witten instanton Floer theory. Expanding on Witten's arguments, we introduce a one-parameter family of instanton Floer homology groups $HF_θ(W^4)$, which, based on physical arguments, are expected to be topological invariants of the four-manifold $W^4$. In analogy to the original Yang-Mills instanton Floer theory, these groups are defined by the solutions of the $θ$-Kapustin-Witten equations on $W^4$ modulo instanton solutions of the Haydys-Witten equations that interpolate between them on the five-dimensional cylinder $\mathbb{R}_s \times W^4$. The relation to knot invariants arises when the four-manifold is the geometric blowup $W^4 = [X^3 \times \mathbb{R}^+, K]$ along a knot $K \subset X^3 \times \{0\}$ embedded in its three-dimensional boundary. The boundaries and corners of this manifold require the specification of boundary conditions that preserve the topological invariance of the construction and are fundamentally linked to various dimensional reductions of the Haydys-Witten equations. We provide a comprehensive discussion of these dimensional reductions and relate them to well-known gauge-theoretic equations in lower dimensions, including the $θ$-Kapustin-Witten equations, twisted extended Bogomolny equations, and twisted octonionic Nahm equations. Along the way, we record novel results on the elliptic regularity of the Haydys-Witten equations with twisted Nahm pole boundary conditions. The upshot of the article is a tentative definition of Haydys-Witten Floer theory and a precise restatement of Witten's conjecture: an equality between the Haydys-Witten Floer homology $HF^\bullet_{π/2}([S^3 \times \mathbb{R}^+, K])$ and Khovanov homology $Kh^\bullet(K)$.

arXiv.org
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