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Milović, Matija (Beograd , 2025)[more][less]
Abstract: The subject of this dissertation is the study of the belonging of weak operator in- tegrals in appropriate ideals of compact operators, as well as the investigation of perturbation inequalities. These questions were previously considered in [16], where Cauchy–Schwarz type inequalities were established. In addition to providing norm estimates, these inequalities also yield sufficient conditions for an operator integral to belong to a given ideal. In the first part of the dissertation, using these inequalities, perturbation norm inequalities are derived for elementary operators generated by analytic functions. Specially, for an analytic function f, trigonometric polynomials T, S : R → C and t ∈ R, if fT S,t, f¯T T,t and f¯SS,t are the associated analytic functions, and if X ∈ B(H) and the operator P∞ n=1(AnXBn − CnXDn) belongs to a symmetric norming (s.n.) ideal CΦ(H), for some s.n. function Φ, then the following inequality holds ∞X n=1 (A∗ nAn− C∗ nCn) 1 2 fT S,t ∞X n=1 An⊗Bn X − fT S,t ∞X n=1 Cn⊗Dn X ∞X n=1 (BnB∗ n − DnD∗ n) 1 2 Φ ⩽ f¯T T,t ∞X n=1 A∗ nAn − f¯T T,t ∞X n=1 C∗ nCn 1 2 ∞X n=1 (AnXBn − CnXDn) × f¯SS,t ∞X n=1 BnB∗ n − f¯SS,t ∞X n=1 DnD∗ n 1 2 Φ , under certain conditions on the families (An)∞ n=1, (Bn)∞ n=1, (Cn)∞ n=1 and (Dn)∞ n=1 in B(H). Next, the dissertation considers vector measures induced by weak∗ integrable operator- valued functions taking values in Shatten–von Neumann ideals. Furthermore, the criteria for the compactness and nuclearity of the Gel’fand integral are derived, with emphasis on positive operator-valued functions. Finally, depending on the properties of the symmetric norming function Φ, the conse- quences of the condition sup e,f ∈B Z Ω Φ((⟨Aten, fn⟩)∞ n=1)dμ(t) < +∞. are explored. More precisely, it is proved that the weak∗ integral belongs to the symmetric ideal CΦ(H), as well as the Gelfand and Pettis integrability of the CΦ(H)-valued function A . URI: http://hdl.handle.net/123456789/5768 Files in this item: 1
Matija_Milovic_doktorska_disertacija.pdf ( 2.652Mb ) -
Čvorović - Hajdinjak, Iva (Beograd , 2025)[more][less]
Abstract: This doctoral dissertation addresses the development and application of advanced methods for analyzing the temporal variability of active galactic nuclei (AGN) through the modeling of their optical light curves. The research integrates unsupervised and generative learning techniques, by combining Self- Organizing Maps (SOM) for data preprocessing and Conditional Neural Processes (CNP) for light curve prediction. For the first time in the study of AGN light curves, clustering via SOM has been implemented for preprocessing, alongside the application of CNP for modeling variability. This innovative approach facilitates a more effective modeling of light curves characterized by uneven sampling and missing observations. The QNPy software package was developed and optimized for large-scale parallel processing of extensive time series data. The proposed methodology was validated using light curves from the All-Sky Automated Survey for SuperNovae (ASAS-SN) and the SWIFT/BAT mission, covering a broad range of time scales and variability. The analysis prove that clustering light curves with SOM enhances the performance of neural process, particularly for objects exhibiting simpler variability patterns. The effects of SOM hyperparameters on clustering and prediction performance were carefully examined. The models were validated using loss function and mean squared error evaluations on real data. The proposed methodology shows strong potential for scalable processing of the large time-series data, anticipated in upcoming projects such as the Vera C. Rubin Observatory’s Legacy Survey of Space and Time, enabling automated classification, anomaly detection, and the extraction of scientifically significant objects from catalogs containing hundreds of millions of sources. URI: http://hdl.handle.net/123456789/5766 Files in this item: 1
doktorska_disertacija_iva_cvorovic_hajdinjak.pdf ( 7.248Mb ) -
Srdanović, Vladimir (University of Belgrade , 1987)[more][less]
Abstract: The dissertation relates to the elements of medical decision-making, modeled by a consultative expert system, characteristic to the domain of rheumatology and potentially other domains of medicine with a similar structure. URI: http://hdl.handle.net/123456789/5764 Files in this item: 1
Konsultativni ekspertni sistem.pdf ( 7.218Mb ) -
Stefanović, Seđan (Beograd , 2025)[more][less]
Abstract: The subject of the dissertation is the investigation of the relation of strong BJ orthogonality in C∗-algebras. For two elements a and b of C∗-algebra A, we say that a is strong BJ orthogonal to b, if for all c ∈ A holds ‖a + bc‖ ⩾ ‖a‖ and we write a ⊥S b. If it is also true that b ⊥S a, then we say that a and b are mutual strong BJ orthogonal and write a ⊥⊥S b. To this relation, we associate an undirected graph Γ(A) (which we call an orthograf), where the vertices are the nonzero elements of the C∗-algebra A, with the identification of an element and its scalar multiple; while there is an edge between two vertices a and b if a ⊥⊥S b. We will show that for any C∗-algebra A, different from three simple C∗-algebras, and for any two non-isolated vertices a and b in the orthograph, we can find vertices c1, c2, c3 ∈ Γ(A) such that a ⊥⊥S c1 ⊥⊥S c2 ⊥⊥S c3 ⊥⊥S b. We will also describe the isolated vertices of the graph Γ(A) for any C∗-algebra A. Finally, in the case of finite-dimensional C -algebras, we will determine the diameter of Γ(A), i.e., the minimum number of elements required to connect any two vertices. URI: http://hdl.handle.net/123456789/5754 Files in this item: 1
Stefanovic_Srdjan_doktorska_disertacija.pdf ( 990.4Kb ) -
Jovanović, Milica (Beograd , 2024)[more][less]
Abstract: The analysis of Grassmann manifolds, which were first introduced in the 19th century, is one of the classical problems in the algebraic topology. When analyzing topological spaces, it is always useful to determine their cohomology algebra. The cohomology of Grassmann manifolds is already well known, but their covering spaces, so called oriented Grassmann manifolds, are far less examined. The oriented Grassmann manifold ˜Gn,k is defined to be the space of oriented k-dimensional subspaces of Rn. In this dissertation we analyze the cohomology algebra of oriented Grassmann manifolds ˜Gn,k with integer and modulo 2 coe!cients, predominantly the case k = 3. The dissertation comprises three chapters. The first chapter is an introduction where an overview of known results and necessary tools is given. In the second chapter we study the cohomology with the modulo 2 coe!cients. First of all, the known results in the case k = 2 are presented. Next, we move onto the case k = 3 where the partial description of the cohomology algebra is given. This section is based on papers published in the last several years. We give an overview of these results in the thesis, and we also present original results for n close to a power of two. In the last part of this chapter, we investigate the cohomology algebra of the manifold ˜G2t,4, and that is as far as we have come with the examination of modulo 2 cohomology. The third chapter is dedicated to the integral cohomology. This chapter, like the previous one, also splits in several sections, depending on the value of k. When k = 2, the integral cohomology is completely determined, and we present the proof for n odd. When k = 3, only the integral cohomology of ˜Gn,3, n → {6, 8, 10}, has been determined so far, while for k ↭ 4 only some partial results are known. In this segment we also analyze the connection between the integer and the modulo 2 cohomology algebra of these Grassmannians by analyzing the morphism between them induced by the modulo 2 reduction. URI: http://hdl.handle.net/123456789/5751 Files in this item: 1
Milica_Jovanovic_doktorat.pdf ( 1.723Mb )