Ispis

Ivana Kuzmanović Ivičić

profilna

Assistant Professor

Department of Mathematics
Josip Juraj Strossmayer University of Osijek
Trg Ljudevita Gaja 6
Osijek, HR-31000, Croatia¸

phone: +385-31-224-816
fax: +385-31-224-801
email:  ikuzmano @ mathos.hr
office:  3 (first floor)

 


Research Interests


Degrees

PhD in Mathematics, Department of Mathematics, University of Zagreb, 2012.

BSc in Mathematics and Computer Science, Department of Mathematics, University of Osijek, Croatia, 2005.

 


Publications

 
Journal Publications

  1. I. Kuzmanović Ivičić, S. Miodragović, M. Ugrica, The tan Θ theorem for definite matrix pairs, Linear and multilinear algebra 70 (2022), 1-17
    In this paper, we consider the perturbation of a Hermitian matrix pair $(H,M)$, where $H$ and $M$ are non-singular and positive definite Hermitian matrices, respectively. A novel upper bound on a tangent of the angles between the eigenspaces of perturbed and unperturbed pairs is derived under a perturbation to the off-diagonal blocks of $H$. The rotation of the eigenspaces under a perturbation is measured in the matrix-dependent scalar product. We show that a $tanTheta$ bound for the standard eigenvalue problem is a special case of our new bound and that the obtained bound can be much sharper than the existing $sinTheta$ bounds.
  2. M. Essert, I. Kuzmanović Ivičić, I. Vazler, T. Žilić, Theory of M-system, Logic Journal of the IGPL 25/5 (2017), 836-858
    This paper introduces a new formal theory, the theory of M-system, which represents a many-valued logic system. Basic terms and concepts are defined which are the foundation for their further application. Though the theory comes from the field of electric circuitry, an attempt will be made to extend it to applications in linguistics. To check the examples used in this paper, a Haskell program was made, which can be found at https://www.schoolofhaskell.com/user/ivazler/linguistic.
  3. I. Kuzmanović Ivičić, Z. Tomljanović, N. Truhar, Damping optimization over the arbitrary time of the excited mechanical system, Journal of Computational and Applied Mathematics, 304 (2016), 120-129
    In this paper we consider damping optimization in mechanical system excited by an external force. We use optimization criteria based on minimizing average energy amplitude and average displacement amplitude over the arbitrary time. As the main result we derive explicit formulas for objective functions. These formulas can be implemented efficiently and accelerate optimization process significantly, which is illustrated in a numerical example.
  4. I. Kuzmanović Ivičić, N. Truhar, Optimization of the solution of the parameter-dependent Sylvester equation and applications, Journal of Computational and Applied Mathematics, 237/1 (2013), 136-144
    This paper deals with an efficient algorithm for optimization of the solution of the parameter-dependent Sylvester equation $(A_0-vC_1C_2^T)X(v)+X(v)(B_0-vD_1D_2^T)=E, $ where $A_0$ is $mtimes m$, $B_0$ is $ntimes n$, $C_1$ and $C_2$ are $mtimes r_1$, $D_1$ and $D_2$ are $ntimes r_2$ and $X$ and $E$ are $mtimes n$ matrices. For optimization we use the following two optimization criteria: $tr(X(v))rightarrowmin$ and $|X(v)|_Frightarrowmin$. We present an efficient algorithm which derives formulas for the trace and for the Frobenius norm of the solution $X$ as functions $vrightarrowtr(X(v))$ and $vrightarrow|X(v)|_F$ as well as derivatives of these functions in a small amount of operations. That ensures fast optimization of these functions via standard optimization methods like the Newton method. A special case of this problem is a very important problem of dampers’ viscosity optimization in mechanical systems.
  5. I. Kuzmanović Ivičić, N. Truhar, Sherman-Morrison-Woodbury formula for Sylvester and $T$-Sylvester equation with applications, International Journal of Computer Mathematics 90/2 (2013), 306-324
    In this paper we present the Sherman-Morrison-Woodbury-type formula for the solution of the Sylvester equation of the form [(A_0+U_1V_1)X+X(B_0+U_2V_2)=E, ] as well as for the solution of the $T$-Sylvester equation of the form [ (A_0+U_1V_1)X+X^T(B_0+U_2V_2)=E, ] where $U_1, U_2, V_1, V_2$ are low-rank matrices. Although the matrix version of this formula for the Sylvester equation has been used in several different applications (but not for the case of a $T$-Sylvester equation), we present a novel approach using a proper operator representation. This novel approach allows us to derive a matrix version of the Sherman-Morrison-Woodbury-type formula for the Sylvester equation, as well as for the $T$-Sylvester equation which seems to be new. We also present algorithms for the efficient calculation of the solution of Sylvester and $T$-Sylvester equations by using these formulas and illustrate their application in several examples.
  6. I. Kuzmanović Ivičić, Z. Tomljanović, N. Truhar, Optimization of material with modal damping, Applied mathematics and computation 218 (2012), 7326-7338
    This paper considers optimal parameters for modal damping $D=Mf_1(M^{-1}K;alpha_1,dots,alpha_k)+Kf_2(K^{-1}M;alpha_1,dots,alpha_k)$ in mechanical systems described by the equation $Mddot{x}+Ddot{x}+Kx=0 $, where matrices $M$ and $K$ are mass and stiffness matrices, respectively. Different models of proportional and generalized proportional damping are considered and optimal parameters with respect to different optimization criteria related to the solution of the corresponding Lyapunov equation are given. Also, some specific example problems are compared with respect to the optimal and estimated parameters.


Refereed Proceedings

  1. I. Kuzmanović Ivičić, Z. Tomljanović, N. Truhar, Applications of Lyapunov and T-Lyapunov equations in mechanics, Fourth Mathematical Conference of the Republic of Srpska,, Trebinje, 2014, 83-92
    This paper considers Lyapunov and T -Lyapunov matrix equations. Lyapunov equation is a matrix equation of the form AX + XA^T = E which plays a vital role in a number of applications, while T -Lyapunov equation is a matrix equation of the form AX +X^TA^T = E. In this paper the relation between these equations will be exploit with purpose of applying obtained results in problems regarding damping optimization in mechanical systems.
  2. I. Kuzmanović Ivičić, G. Kušec, K. Sabo, R. Scitovski, A new method for searching an L_1 solution of an overdetermined system of linear equations and applications, 12th International Conference on Operational Research, Pula, Croatia, 2008, 309-319
  3. I. Kuzmanović Ivičić, R. Scitovski, K. Sabo, I. Vazler, The least absolute deviation linear regression: properties and two efficient methods, Aplimat 2008, Bratislava, 2008, 227-240
  4. R. Scitovski, I. Kuzmanović Ivičić, Jedna metoda procjene parametara u smislu minimizacije sume L_p ortogonalnih udaljenosti, Programski sustav Mathematica u znanosti, tehnologiji i obrazovanju. PrimMath[2003]. , Zagreb, Hrvatska, 2003, 147-157


Others

  1. D. Brajković Zorić, I. Kuzmanović Ivičić, M. Ribičić Penava, Matematičko natjecanje MathOS cup, Osječki matematički list 22/1 (2022), 81-89
    Cilj ovoga rada je predstaviti timsko natjecanje MathOS cup te dati pregled odabranih zadataka s rješenjima iz drugog kruga natjecanja MathOS cup 2022.
  2. I. Kuzmanović Ivičić, P. Corn, Razni načini zadavanja ravnine u prostoru , Osječki matematički list 12/1 (2012), 21-28
    Ravnina u prostoru može se jednoznačno odrediti pomoću normale na nju i jedne točke koja joj pripada. U ovom članku bit će pokazano jednoznačno zadavanje ravnine pomoću točaka i vektora u njoj, što se u konačnici može svesti na zadavanje točkom i normalom.
  3. I. Kuzmanović Ivičić, Najbolja $l_infty$ aproksimacija rješenja sustava linearnih jednadžbi s jednom nepoznanicom, Osječki matematički list 11/1 (2011), 19-28
    U radu se promatra karakterizacija i metode određivanja najbolje $l_infty$ aproksimacije rješenja sustava linearnih jednadžbi s jednom nepoznanicom.
  4. I. Kuzmanović Ivičić, Neke primjene funkcija pod i strop, Osječki matematički list 8/2 (2008), 77-82
    U radu su navedena neka svojstva funkcija pod i strop, te je ilustrirana njihova primjena.
  5. I. Kuzmanović Ivičić, Udaljenost točke do krivulje, Osječki matematički list 5/2 (2005), 85-90
    U ovom članku razmatra se metoda računanja udaljenosti točke do eksplicitno, parametarski, te polarno zadane krivulje. U literaturi za ovaj problem postoji eksplicitno rješenje za slučaj afine funkcije, te za još neke specijalne slučajeve.


Books

  1. I. Kuzmanović Ivičić, D. Ševerdija, Znanstveno-stručni skup Računalno jezikoslovlje i Zlatna formula hrvatskoga jezika - Knjiga sažetaka, Sveučilište J. J. Strossmayera u Osijeku – Odjel za matematiku, Osijek, 2021.
  2. K. Burazin, J. Jankov, I. Kuzmanović Ivičić, I. Soldo, Primjene diferencijalnog i integralnog računa funkcija jedne varijable, Sveučilište Josipa Jurja Strossmayera u Osijeku - Odjel za matematiku, Osijek, 2017.
  3. I. Kuzmanović Ivičić, K. Sabo, Linearno programiranje, Sveučilište Josipa Jurja Strossmayera u Osijeku - Odjel za matematiku, Osijek, 2016.



Projects

01.01.2020.--31.12.2023.  investigator on scientific project   Vibration Reduction in Mechanical Systems  (IP-2019-04-6774, VIMS). This project is fully supported by Croatian Science Foundation.

01.07.2015. - 30.06.2019  investigator on scientific project "Optimization of parameter dependent mechanical systems (IP-2014-09-9540; OptPDMechSys). This project has been fully supported by Croatian Science Foundation

2007- 2013 investigator on  scientific project (235-2352818-1034)  "Nonlinear parameter estimation problems in mathematical models“ (Ministry of Science, Education and Sports)

 


 

Workshop and Conference Talks

  • Ivana Kuzmanović Ivičić, Optimization of parameter dependent structured Sylvester and T-Sylvester equations, 8th European Congress of Mathematics, 20 - 26 June 2021, Portorož, Slovenia
  • Ivana Kuzmanović Ivičić, Structured Sylvester and T-Sylvester equations, 28th Biennial Numerical Analysis Conference, Glasgow, 25-28 June 2019
  • I.Kuzmanović, Parameter Dependent Generalized Sylvester and T-Sylvester Equations,  6th International Eurasian Conference on Mathematical Sciences and Applications (IECMSA-2017), August 15-18, 2017, Budapest, Hungary.
  • I.Kuzmanović, Parameter dependent generalized Sylvester and T-Sylvester equations, METT VII — 7th Workshop on Matrix Equations and Tensor Techniques, 13-14 February 2017, Pisa, Italy
  • Ivana Kuzmanović, Optimization of the solution of Sylvester and $T$-Sylvester equations with applications, 16th GAMM ANLA Workshop, September 15-16, 2016, Hamburg, Germany

  • Ivana Kuzmanović, Damping optimization over the arbitrary time of the excited mechanical systems, 6th Croatian MathematicalCongress, June 14-17, 2016, Zagreb, Croatia

  • Ivana Kuzmanović, Structured Sylvester and T-Sylvester equations, 10th International Workshop on
    Accurate Solution of Eigenvalue Problems (IWASEP 10), Dubrovnik, June 2-5, 2014

  • I. Kuzmanović, Applications of Lyapunov and $T$-Lyapunov equations in mechanics, Fourth Mathematical Conference of the Republic of Srpska, Trebinje, 2014

  •  I. Kuzmanović, N.Truhar. Sherman-Morrison-Woodbury formula for Sylvester and T-Sylvester equation, 5th Croatian Mathematical Congress, June 18 - 21, 2012, Rijeka, Croatia

  •  Scitovski, Rudolf; Sabo, Kristian; Kuzmanović, Ivana; Vazler, Ivan; Cupec, Robert; Grbić, Ratko. The best least absolute deviation hyperplane - properties and efficient methods , 4th Croatian Mathematical Congress, Osijek, June 17-20, 2008

  •  I. Kuzmanović, The least absolute deviation linear regression: properties and two efficient methods, Aplimat, Bratislava, 2008

  •  I. Kuzmanović, R. Scitovski, Jedna metoda procjene parametara u smislu minimizacije sume $L_p$ ortogonalnih udaljenosti, PrimMath[2003], Zagreb

Seminars and talks

  • I. Kuzmanović, Structured Sylvester and $T$-Sylvester equations, Mathematical Colloquium, Osijek, 16.1.2014
  • I. Kuzmanović, Optimization of the solution of the parameter-dependent Sylvester equation, Optimization and Applications Seminar, Osijek, 29.6.2011.
  • I. Kuzmanović, Parameter-dependent Sylvester equation and applications, Optimization and Applications Seminar, Osijek, 8.6.2011.
  • I. Kuzmanović, Subgradient methods for minimization of nondifferentiable convex functions, Optimization and Applications Seminar, Osijek, 17.03.2010.
  • I. Kuzmanović, \textit{Functions floor and ceiling}, Winter math school, Osijek 2008.
  • I. Kuzmanović, Normal block matrices, Seminar for numerical mathematics, Zagreb, 13.3.2008.
  • I. Kuzmanović, Locations of lines in normed spaces, Optimization and Applications Seminar, Osijek, 07.3.2008.
  • I. Kuzmanović, Linear $l_\infty$ approximation, Optimization and Applications Seminar, Osijek, 09.1.2008.
  • I. Kuzmanović, Cantor normal form, Seminar for Logic and Foundations of Mathematics , Zagreb, 22.5.2007.

 

Participation in summer schools and workshops:

  • Workshop on Model Reduction Methods and Optimization, 20-21 September 2016, Opatija, Croatia
  • The third International School on Model Reduction for Dynamical Control Systems, 5 - 10 October 2015, Dubrovnik, Croatia
  • DAAD International School on Linear Optimal Control of Dynamic Systems, 23 - 28 September 2013, Osijek, Croatia
  • Summer School on Numerical Linear Algebra for Dynamical and High-Dimensional Problems, October 10-15, 2011, Trogir, Croatia
  • DAAD Summer School on Sparse Eigenvalue Problems, August 22-27, 2011, Sarajevo, Bosnia and Herzegovina

Study Visits Abroad

  • 27.11.-3.12.2016. Max-Planck-Institut fur Dynamik komplexer technischer Systeme, Magdeburg

Organization of National and International Meetings:

  • 2008. 4th Croatian Mathematical Congress - Organizing Committee Member
  • 2020.  Computational Linguistics and Golden Formula of Croatian Language - Organizing Committee Chair

Refereeing/Reviewing

  •  International Journal of Systems Science
  •  International Journal of Computer Mathematics

Professional Societiey Membership

  • EMS (European Mathematical Society)
  • MAA (Mathematical Association of America)

 

 


Teaching

Akademska godina 2021./22. zimski semestar

Matematički alati, MathOS

Linearna optimizacija,  MathOS

Matematika 1, Odjel za kemiju

Akademska godina 2021./22. ljetni semestar

Računalno razmišljanje i programiranje 2

Linearna algebra 1, Odjel za fiziku

 

Obranjeni diplomski i završni radovi:

1. Marija Mecanović, Metoda sukcesivne nadrelaksacije  (SOR), diplomski rad u komentorstvu s izv.prof.dr.sc. Zoranom Tomljanovićem, 15.9.2017.

2. Jasna Okopni, Pozitivno definitne matrice, završni rad u komentorstvu s dr.sc. Marijom Miloložom Pandur, 20.9.2017.

3. Nikolina Stupjak, Prezentacije u Latex-u, završni rad, 29.9.2017.

4.  Marinela Pilj, Generalizirani svojstveni problem i definitni matrični parovi, završni rad u komentorstvu s dr.sc. Marijom Miloložom Pandur, 29.9.2017.

5. Marija Mecanović, Iterativne metode za rješavanje linearnih sustava, završni rad, 29.9.2017.

6. Lucija Tatarević, Posteri u Latex-u, završni rad, 28.9.2018.

7. Doris Aleksov, Dualni prostori, završni rad, 28.9.2018.

8. Ana Mrkojević, Schurova dekompozicija matrice, završni rad, 30.9.2019.

9. Ivana Vuletić, Algebarska, analitička i geometrijska svojstva vektorskih normi, završni rad, 30.9.2019.

10. Maja Kovačević, Sylvesterova i Ljapunovljeva matrična jednadžba, završni rad, 29.9.2020.

11. Lea Mađarić, Geršgorinovi krugovi, završni rad, 23.10.2020.

12. Tonka Antić, Kreiranje grafičkih elemenata u LaTeX-u koristeći paket TikZ, završni rad, 15.09.2021.

13. Dunja Majdenić, Spektar i pseudospektar matrice, završni rad, 06.10.2021.

 

Teme diplomskih i završnih radova u akademskoj godini 2021./22.:

Sljedeće teme su slobodne za diplomske i završne radove. Mole se zainteresirani studenti da se jave radi detaljnijih informacija.

SLOBODNE TEME ZAVRŠNIH RADOVA

  1. Vizualizacija u geometriji uz pomoć programskog paketa Mathematica
  2.  Animacije u programskom paketu Mathematica
  3. Krylovljevi potprostori i primjene
  4. Linearna algebra u genetici
  5. Kanonski oblik krivulje drugoga reda (Marko Jedlička)

 

SLOBODNE TEME DIPLOMSKIH RADOVI

  1. "Matrične jednadžbe" (pregled osnovnih oblika jednadžbi kod kojih je nepoznanica matrica, pregled standardnih metoda za njihovo rješavanje, implementacija osnovnih metoda u Matlabu)
  2. "Generalizirane svojstvene vrijednosti"   (osnovne definicije i svojstva generaliziranih svojstvenih vrijednosti, QZ metoda za računanje generaliziranih svojstvenih vrijednosti, implementacija u Matlabu)
  3. "Tenzori"  (definicija i osnovni pojmovi vezani za tenzore (generalizirane matrice), pregled svojstava)
  4. Odabrani problemi linearne optimizacije
  5. Linearna algebra u strojnom učenju

 

Konzultacije (Office Hours): ponedjeljkom u 9h


Personal

Married, 4 kids