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Mathematics, Volume 11, Issue 11

2023 June-1 - 183 articles

Cover Story: Graphical log-linear models are effective for modeling complex interactions between discrete variables; however, model selection for high-dimensional data is a difficult task. Many existing model selection methods are stepwise methods that rely on the properties of decomposable graphs. These methods restrict the pool of candidate models that they can search from, and they are difficult to scale. It can be shown that a non-decomposable model can be approximated by a decomposable model, thus extending the convenient computational properties of decomposable models to any model. This paper proposes a local genetic algorithm with a crossover hill-climbing operator, adapted for log-linear graphical models, showing that the graphical local genetic algorithm can be used successfully to fit non-decomposable models for both a low number of variables and a high number of variables. View this paper
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Articles (183)

  • Article
  • Open Access
12 Citations
2,324 Views
35 Pages

5 June 2023

The optimal control of reactive powers in electrical systems can improve a system’s performance and security; this can be provided by the optimal reactive power dispatch (ORPD). Under the high penetration of renewable energy resources (RERs) su...

  • Feature Paper
  • Article
  • Open Access
3 Citations
2,255 Views
24 Pages

5 June 2023

In this paper, we propose and compare new methodologies for ranking the importance of variables in productive processes via an adaptation of OneClass Support Vector Machines. In particular, we adapt two methodologies inspired by the machine learning...

  • Article
  • Open Access
2 Citations
1,987 Views
14 Pages

An Algorithm for the Numbers of Homomorphisms from Paths to Rectangular Grid Graphs

  • Hatairat Yingtaweesittikul,
  • Sayan Panma and
  • Penying Rochanakul

5 June 2023

Let G and H be graphs. A mapping f from the vertices of G to the vertices of H is known as a homomorphism from G to H if, for every pair of adjacent vertices x and y in G, the vertices f(x) and f(y) are adjacent in H. A rectangular grid graph is the...

  • Article
  • Open Access
3 Citations
2,720 Views
10 Pages

On Reusing the Stages of a Rejected Runge-Kutta Step

  • Vladislav N. Kovalnogov,
  • Ruslan V. Fedorov,
  • Tamara V. Karpukhina,
  • Theodore E. Simos and
  • Charalampos Tsitouras

5 June 2023

Runge-Kutta (RK) pairs are amongst the most popular methods for numerically solving Initial Value Problems. While using an RK pair, we may experience rejection of some steps through the interval of integration. Traditionally, all of the evaluations a...

  • Article
  • Open Access
3 Citations
3,037 Views
12 Pages

A Markov Decision Process with Awareness and Present Bias in Decision-Making

  • Federico Bizzarri,
  • Chiara Mocenni and
  • Silvia Tiezzi

5 June 2023

We propose a Markov Decision Process Model that blends ideas from Psychological research and Economics to study decision-making in individuals with self-control problems. We have borrowed a dual-process of decision-making with self-awareness from Psy...

  • Article
  • Open Access
59 Citations
13,297 Views
26 Pages

Mathematical Modeling the Performance of an Electric Vehicle Considering Various Driving Cycles

  • Nikita V. Martyushev,
  • Boris V. Malozyomov,
  • Svetlana N. Sorokova,
  • Egor A. Efremenkov and
  • Mengxu Qi

5 June 2023

Currently, the estimated range of an electric vehicle is a variable value. The assessment of this power reserve is possible by various methods, and the results of the assessment by these methods will be quite different. Thus, building a model based o...

  • Review
  • Open Access
208 Citations
31,770 Views
39 Pages

5 June 2023

Chaos has been one of the most effective cryptographic sources since it was first used in image-encryption algorithms. This paper closely examines the development process of chaos-based image-encryption algorithms from various angles, including symme...

  • Article
  • Open Access
13 Citations
2,315 Views
13 Pages

5 June 2023

Numerous lifetime distributions have been developed to assist researchers in various fields. This paper proposes a new continuous three-parameter lifetime distribution called the complementary gamma zero-truncated Poisson distribution (CGZTP), which...

  • Article
  • Open Access
4 Citations
1,630 Views
12 Pages

Super Spanning Connectivity of the Folded Divide-and-SwapCube

  • Lantao You,
  • Jianfeng Jiang and
  • Yuejuan Han

5 June 2023

A k*-container of a graph G is a set of k disjoint paths between any pair of nodes whose union covers all nodes of G. The spanning connectivity of G, κ*(G), is the largest k, such that there exists a j*-container between any pair of nodes of G...

  • Article
  • Open Access
5 Citations
1,572 Views
12 Pages

5 June 2023

The work considers traveling wave optical solutions for the nonlinear generalized fractional KMN equation. This equation is considered for describing pulse propagation in optical fibers and communication systems using two quite similar approaches, ba...

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Mathematics - ISSN 2227-7390