19 results on '"Kristina Šorić"'
Search Results
2. Price changing and inventory sharing in supply chain management
- Author
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Kristina Šorić, Višnja Vojvodić Rosenzweig, and Jadranka Kraljević
- Subjects
Applied mathematics. Quantitative methods ,T57-57.97 - Abstract
The main task of supply chain management is to balance efficiency and effectiveness. Numerous operational management strategies are used to make a supply chain efficient, one such is inventory management. In this paper, we will consider a particular part of a supply chain consisting comprising a manufacturer and a retailer with the goal of minimizing associated inventory costs. We will focus on an inventory of final products determined as the difference between supply and demand and are expressed as a function of price, inflation rate and change in inflation rate resulting in the possible speculations. The manufacturer’s inventory cost is a function of these same variables, with the retailer’s inventory cost having the same function in addition to the margin. The problem is formulated as a dynamic game to share the speculation problem. The optimization problems to be solved are optimal control theory problems with objective functions in the form of integral functional with the integrand depending on the state function and its first and second derivative.
- Published
- 2017
- Full Text
- View/download PDF
3. METAHEURISTICS FOR OPTIMIZING SAFETY STOCK IN MULTI STAGE INVENTORY SYSTEM
- Author
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Gordan Badurina, Kristina Šorić, and Zoran Babić
- Subjects
Multi stage inventory system ,Inventory cost ,Service level ,Pharmaceutical industry ,Mixed integer programming ,Metaheuristics ,Applied mathematics. Quantitative methods ,T57-57.97 - Abstract
Managing the right level of inventory is critical in order to achieve the targeted level of customer service, but it also carries significant cost in supply chain. In majority of cases companies define safety stock on the most downstream level, i.e. the finished product level, using different analytical methods. Safety stock on upstream level, however, usually covers only those problems which companies face on that particular level (uncertainty of delivery, issues in production, etc.). This paper looks into optimizing safety stock in a pharmaceutical supply considering the three stages inventory system. The problem is defined as a single criterion mixed integer programming problem. The objective is to minimize the inventory cost while the service level is predetermined. In order to coordinate inventories at all echelons, the variable representing the so-called service time is introduced. Because of the problem dimensions, metaheuristics based on genetic algorithm and simulated annealing are constructed and compared, using real data from a Croatian pharmaceutical company. The computational results are presented evidencing improvements in minimizing inventory costs.
- Published
- 2013
4. SINGLE CRITERION SUPPLY CHAIN MANAGEMENT IN OLIVE OIL INDUSTRY
- Author
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Silvija Vlah Jerić and Kristina Šorić
- Subjects
agri-food supply chain ,olive oil industry ,single criterion problem optimization ,heuristics ,decision support system ,Applied mathematics. Quantitative methods ,T57-57.97 - Abstract
In this work we consider the supply chain management in olive oil industry. We construct the mixed-integer programming model connecting the optimization of olives harvesting and storage and olive oil production. The goal is to maximize the olive oil producer profit consisting of revenue, production cost and storage cost. In the same time, we have to take into the consideration the farmers’ (suppliers’) utility too. Namely, the suppliers want to maintain the harvest delay and delivery cost as minimal as possible. In the case of single criterion optimization problem we suppose that the producer is taking care of all five goals, so the objective function consists of the producer’s revenue, storage cost, production cost, harvest delay and delivery cost with the appropriate sign. Due to the big dimension of the problem two heuristics are proposed for solving it. Some simulations are performed and the results show good heuristics behavior.
- Published
- 2010
5. A Mathematical Model and Programme Support for Determination of the Values of the Marginal Reserve Requirement as Instrument of Monetary Policy
- Author
-
Kristina Šorić, Darko Pongrac, and Višnja Vojvodić Rosenzweig
- Subjects
monetary policy instruments ,commercial banks credit activity ,marginal reserve requirement ,bi-level mixed 0-1 programming problem ,NP-hard problem ,heuristic ,Finance ,HG1-9999 - Abstract
This paper studies the problem of interdependence between central bank and commercial bank goals. The basic central bank task is to achieve and to maintain price stability. Croatian external debt has been increasing for years and so the activities of the Croatian National Bank are designed to correct this situation. In order to stop the further increase of the external debt, the Croatian National Bank uses several monetary policy instruments, among which is the marginal reserve requirement. On the other hand, the goal of commercial banks is to maximise profits. Banks take loans from abroad at a lower interest rate and invest this money in Croatia at a higher interest rate, thus fulfilling their goal. In order to obtain the desired effects of the marginal reserve requirement, its optimal percentage value should be determined. This problem is modelled as a bi-level mixed 0-1 programming problem. The objective of the leader (Croatian National Bank) is to minimize the increase in household loans by setting different percentages of the reserve requirements for loans extended to households and for those granted to enterprises. The objective of the followers (banks) is to maximize profits. In order to solve this NP-hard problem a heuristic is proposed. In order to verify the model, the paper ends with simulations and the presentation of computational results.
- Published
- 2007
6. Capital structure optimization: a model of optimal capital structure from the aspect of capital cost and corporate value
- Author
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Eleonora Kontuš, Kristina Šorić, and Nataša Šarlija
- Subjects
Economics and Econometrics ,The effective cost of capitaloptimal capital structurethe overall cost of capitalcorporate valuea model of optimal capital structure - Abstract
The purpose of this study is, firstly, to examine capital structure optimization and secondly, to provide a framework for determining the optimal capital structure from the aspect of capital cost and corporate value. The results of our work provide an innovative model for arriving at a company’s optimal capital structure based on the estimation of the effective cost of capital and the determination of the shares of new equity and long-term debt that will both minimize the overall cost of capital and maximize its value. The model can be applied for quantitative estimates of optimal capital structure. This paper contributes to the literature by applying mathematical modeling and mathematical theory of optimization to solve the problem of capital structure optimization, and by providing a framework for determining optimal capital structure. The scientific contribution of this research is development of a model of optimal capital structure from the aspect of capital cost and corporate value, and new equations for calculating the effective costs of long-term financing sources. This model provides explicit advice on optimal long-term debt and equity level and can be applied to produce a firm-specific recommendation about optimal capital structure that a given company should use.
- Published
- 2022
- Full Text
- View/download PDF
7. Modeliranje linearnom funkcijom: multivitamin, taksi i brzina
- Author
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Vesna Županović, Kristina Šorić, Lahorija Bistričić, Petra Vidović
- Subjects
modeliranje, linearna funkcija, računalo - Abstract
U članku su navedena tri problema koji se rješavaju modeliranjem linearnom funkcijom pomoću računala. Navedeni problemi se mogu razviti u nastavne scenarije, jer posjeduju otvorenost i istraživački potencijal u skladu s teorijom Realističnog matematičkog obrazovanja.
- Published
- 2020
8. Teaching Business Mathematics Using Computers
- Author
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Kristina Šorić
- Subjects
Business practice ,Class (computer programming) ,Business mathematics ,Work (electrical) ,Optimization algorithm ,Point (typography) ,Mathematics education ,ComputingMilieux_COMPUTERSANDEDUCATION ,digital technology , business mathematics , case studies , dynamic math class ,Schools of economic thought - Abstract
We are living in the digital world. Are universities actually ready to educate the future experts? Are we ready to teach our students for the future globalized competitive labor market for the jobs that today don’t exist? Zagreb School of Economics and Management started the new four year undergraduate program Business Mathematics and Economics for challenging this issue. The main point is in educating the experts who will fill the gap between business practice and the developing digital technologies and STEM. We are teaching business mathematics through case studies, real data and optimization algorithms. How do we do it? In this work we will present some case studies from our university practice where we use the technology for more dynamic mathematics class.
- Published
- 2019
- Full Text
- View/download PDF
9. Is Operational Research Attractive Enough at Higher Education Institutions in Croatia?
- Author
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Marijana Zekić-Sušac and Kristina Šorić
- Subjects
Operations research ,Business analytics ,Higher education ,business.industry ,Analytics ,Political science ,Big data ,Information technology ,The Internet ,business ,Discipline ,Terminology - Abstract
In an age where information technology, the Internet, smart phones, mobile applications, interdisciplinarity, big data, business analytics, artificial intelligence, and the fourth industrial revolution have become prevalent, Operational Research (OR) as a scientific and academic discipline is also subject to a specific transformation and evolution. This paper covers the current situation with OR based, on the mentioned trends by analysing OR-related programmes and courses offered at university level, specifically, at higher education institutions (HEIs) in Croatia. Also, aspects of collaboration between HEIs and the business community relating to OR will be studied, as well as the role of the Croatian Operational Research Society (CRORS) as a community that gathers OR researchers and promotes OR as a scientific discipline (Croatian Operational Research Society 2017). Some suggestions to improve the current OR situation at Croatian HEIs, and its impact on economy are also given. The analysis was based on a survey sent to HEIs in Croatia, and subsequently organising a round table discussion and consultations with Croatian employers. The survey questions related to the courses and programmes offered at Croatian HEIs, the number of students attending the courses, recent innovations, collaboration with the business community and plans to make OR even more appealing. The results reveal that the number of OR-related courses is significant, though most are electives, and the lack of OR majors across all higher-education levels in Croatia. In general, OR courses are required to follow terminology trends and utilize more appealing terms such as data analytics and business analytics. Recent and more intensive collaboration with the business community which seeks experts in optimization, analytics, and other OR areas is becoming promising.
- Published
- 2018
- Full Text
- View/download PDF
10. A Mathematical Model and Programme Support for Determination of the Values of the Marginal Reserve Requirement as Instrument of Monetary Policy
- Author
-
Darko Pongrac, Kristina Šorić, and Višnja Vojvodić Rosenzweig
- Subjects
monetary policy instruments, commercial banks credit activity, marginal reserve requirement, bi-level mixed 0-1 programming problem, NP-hard problem, heuristic ,monetary policy instruments ,commercial banks credit activity ,marginal reserve requirement ,bi-level mixed 0-1 programming problem ,NP-hard problem ,heuristic ,jel:E5 - Abstract
This paper studies the problem of interdependence between central bank and commercial bank goals. The basic central bank task is to achieve and to maintain price stability. Croatian external debt has been increasing for years and so the activities of the Croatian National Bank are designed to correct this situation. In order to stop the further increase of the external debt, the Croatian National Bank uses several monetary policy instruments, among which is the marginal reserve requirement. On the other hand, the goal of commercial banks is to maximise profits. Banks take loans from abroad at a lower interest rate and invest this money in Croatia at a higher interest rate, thus fulfilling their goal. In order to obtain the desired effects of the marginal reserve requirement, its optimal percentage value should be determined. This problem is modelled as a bi-level mixed 0-1 programming problem. The objective of the leader (Croatian National Bank) is to minimize the increase in household loans by setting different percentages of the reserve requirements for loans extended to households and for those granted to enterprises. The objective of the followers (banks) is to maximize profits. In order to solve this NP-hard problem a heuristic is proposed. In order to verify the model, the paper ends with simulations and the presentation of computational results.
- Published
- 2007
11. Matematički model i programska podrška za određivanje vrijednosti granične obvezne pričuve kao instrumenta monetarne politike
- Author
-
Darko Pongrac, Kristina Šorić, and Višnja Vojvodić Rosenzweig
- Subjects
instrumenti monetarne politike ,kreditni plasmani poslovnih banaka ,granična obvezna pričuva ,model dvorazinskoga mješovitog 0-1 programiranja ,NP-težak problem ,heuristika ,model dvorazinskog mješovitog 0-1 programiranja - Abstract
Rad promatra problem međuovisnosti ciljeva centralne i poslovnih banaka. Osnovni je cilj Hrvatske narodne banke postizanje i održavanje stabilnosti cijena. Zbog višegodišnjeg problema visokog udjela inozemnog duga u BDP-u, aktivnosti centralne banke uvelike su orijentirane na destimuliranje porasta zaduživanja poslovnih banaka u inozemstvu. U cilju sprječavanja daljnjeg rasta inozemnog duga poslovnih banaka, Hrvatska narodna banka koristi nekoliko instrumenata monetarne politike, među kojima se posebno izdvaja granična obvezna pričuva. S druge strane, cilj poslovnih banaka je ostvarenje što veće dobiti. Pri tom se one zadužuju u inozemstvu po nižoj, a sredstva plasiraju u vidu kredita na domaćem tržištu po višoj kamatnoj stopi i tako ostvaruju svoj cilj. Da bi granična obvezna pričuva postigla željene efekte, potrebno je odrediti optimalni postotak izdvajanja. U tu je svrhu razvijen matematički model dvorazinskog mješovitog 0-1 programiranja. Cilj voditelja (u ovom slučaju HNB-a) je određivanjem različitih postotaka pričuve minimizirati porast kreditnih plasmana stanovništvu od strane poslovnih banaka, a cilj sljedbenika (poslovnih banaka) je maksimizacija dobiti. S matematičke je strane problem NP-težak i stoga se za njegovo rješavanje koristi heuristika. Na kraju su izvršene simulacije radi verifikacije modela i izloženi rezultati numeričkih izračuna.
- Published
- 2008
12. Production Planning Problem with Sequence Dependent Setups as a Bilevel Programming Problem
- Author
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Višnja Vojvodić Rosenzweig, Kristina Šorić, Zrinka Lukač, and Yannis Siskos
- Subjects
Mathematical optimization ,Information Systems and Management ,General Computer Science ,Scheduling (production processes) ,kapacitirani problem proizvodnje ,dva stroja ,međuovisna vremena setiranja ,kvadratno mješovito cjelobrojno programiranje ,tabu pretraživanje ,Lagrangeova relaksacija ,Management Science and Operations Research ,production planning problem ,two machines ,sequence dependent setup times ,bilevel mixed 0-1 integer programming problem ,heuristics based on tabu search ,Bilevel optimization ,Industrial and Manufacturing Engineering ,Tabu search ,Production planning ,Production manager ,Modeling and Simulation ,Search problem ,Heuristics ,Algorithm ,Integer programming ,Mathematics - Abstract
Each of N items (products) is to be processed on two machines in order to satisfy known demands in each of T periods. Only one item can be processed on each machine at any given time. Each switch from one item to another requires sequence dependent setup time. The object is to minimize the total set up time and the sum of the costs of production, backlog, storage and set up. In order to obtain the solution, we divide the above problem into two subproblems by introducing the hierarchy into the model. Because of this, we model the problem as a bilevel mixed 0-1 integer programming problem. The object of the leader is to assign the items to the machines in order to minimize the total setup time, while the object of the follower is to minimize the production, backlog, storage and setup cost of the machine. We develop a heuristics based on tabu search for solving the problem. At the end, some computational results are presented.
- Published
- 2004
13. The CLWS heuristic for single machine scheduling problem
- Author
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Kristina Šorić
- Subjects
Mathematical optimization ,Information Systems and Management ,Single-machine scheduling ,General Computer Science ,Computer science ,Heuristic ,Control (management) ,Process (computing) ,Management Science and Operations Research ,Type (model theory) ,Upper and lower bounds ,Industrial and Manufacturing Engineering ,scheduling theory ,single machine scheduling ,CLWS heuristic ,Modeling and Simulation ,Finite set - Abstract
A model for real-time control of flexible manufacturing systems is considered. In this model, a machine can process a finite number of part types at specified rates, but only one part type can be processed at any given time. Each switch from one type to another requires setup time. The clear-the-largest-work-after-setup (CLWS) heuristic policy which stabilizes the system in the sense that, in the long run, the required demand is met, has been introduced. That way, a better upper bound on the total work backlog than those available in earlier literature is derived. Computational results for the case of finite horizon show that the error of the heuristic CLWS from the optimal solution is 2.5–3.0% on average. Some computational results that compare the CLWS heuristic to the heuristic available in the earlier literature, for the same problem, are also reported.
- Published
- 2000
14. A cutting plane algorithm for a single machine scheduling problem
- Author
-
Kristina Šorić
- Subjects
single machine scheduling ,mixed 0-1 programming problem ,valid inequalities ,branch and bound/cutting plane algorithm ,Mathematical optimization ,Schedule ,Information Systems and Management ,Single-machine scheduling ,General Computer Science ,Branch and bound ,Management Science and Operations Research ,Industrial and Manufacturing Engineering ,Reduction (complexity) ,Linear programming relaxation ,Cutting stock problem ,Modeling and Simulation ,Branch and cut ,Cutting-plane method ,Mathematics - Abstract
Each of N part types (production families or items) is to be processed on a single machine. The part types arrive into the buffer in front of the machine at every unit of time at specified rates. The machine can process a finite number of part types at specified rates, but only one part type can be processed at any given time. Each switch from one type to another requires setup time. The objective is to schedule the part types in the sense that the required demand is met and the average work backlog in the system is minimal. Assuming a finite horizon, we define this problem as mixed 0–1 programming problem. In order to strengthen the formulation, we consider its LP relaxation in an enlarged space of variables. By projecting this polyhedron into the space of the original variables we obtain new valid inequalities for the original problem that are then used as cutting planes in a cutting plane/branch and bound algorithm. At the end we report some computational results that have the objective of empirically estimating the reduction in the integrality gap (the gap between the optimal values of the original problem and its linear programming relaxation). Also, we give and compare the CPU times of the cutting plane/branch and bound algorithm proposed in this paper and the branch and bound algorithm applied directly to the original problem.
- Published
- 2000
15. Matematički model i programska podrška za određivanje vrijednosti granične obvezne pričuve kao instrumenta monetarne politike
- Author
-
Darko Pongrac, Kristina Šorić, Višnja Vojvodić Rosenzweig, Darko Pongrac, Kristina Šorić, and Višnja Vojvodić Rosenzweig
- Abstract
U radu se promatra problem međuovisnosti ciljeva središnje banke i poslovnih banaka. Osnovni je cilj Hrvatske narodne banke postizanje i održavanje stabilnosti cijena. Zbog višegodišnjeg problema visokog udjela inozemnog duga u BDP-u, aktivnosti središnje banke uvelike su usmjerene na destimuliranje rasta zaduživanja poslovnih banaka u inozemstvu. Radi sprječavanja daljnjeg rasta inozemnog duga poslovnih banaka, HNB se koristi s nekoliko instrumenata monetarne politike, među kojima se posebno izdvaja granična obvezna pričuva. Nasuprot tome, cilj poslovnih banaka je ostvarenje što veće dobiti. Pritom se one zadužuju u inozemstvu po nižoj, a sredstva plasiraju u obliku kredita na domaćem tržištu po višoj kamatnoj stopi i tako ostvaruju svoj cilj. Da bi granična obvezna pričuva imala željene učinke, potrebno je odrediti optimalni postotak izdvajanja. Za to je razvijen matematički model dvorazinskoga mješovitog 0-1 programiranja. Cilj voditelja (u ovom primjeru HNB-a) jest određivanjem različitih postotaka pričuve minimizirati porast kreditnih plasmana stanovništvu od poslovnih banaka, a cilj sljedbenika (poslovnih banaka) jest maksimizacija dobiti. S matematičke je strane to NP-težak problem i stoga se za njegovo rješavanje primjenjuje heuristika. Na kraju su provedene simulacije radi verifikacije modela i izloženi rezultati numeričkih izračuna.
- Published
- 2007
16. Some Precedence Relations in Single Machine Sequencing
- Author
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Kristina Šorić
- Subjects
Single machine sequencing ,CLWS heuristic ,upper bound ,precedence relations - Abstract
A model for real-time control of flexible manufacturing systems is considered. In this model, a machine can process a finite number of part types at specified rates, but only one part type can be processed at any given time. Each switch from one type to another requires different setup times.A better upper bound on the total work backlog than those available in literature is derived by introducing the clear-the-largest-work-after- setup (CLWS) heuristic policy which stabilizes the system in the sense that, in the long run, the required demand is met.Studying whether the CLWS scheduling policy induces convergence to a stationary state, some precedence relations between part types are reported with the computational results.
- Published
- 1997
17. Filho natural e pai ausente: As colónias africanas no imaginário do império português em Os Maias
- Author
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Kristina Soric
- Subjects
Imperial discourse ,Africa ,Eça de Queirós ,nineteenth century ,filiation/affiliation ,Geração de 70 ,Language and Literature - Abstract
This article analyzes the role of Africa in José Maria de Eça de Queirós’s Os Maias (1888), despite what appears to be a lack of explicit African presence in the novel. By connecting the generations of Maia men with nineteenth-century Portuguese history, Os Maias presents the allegorical depiction of Portugal’s struggle for inclusion on the imperial stage after the loss of Brazil, as well as the empire’s subsequent turn to Africa as a potential solution. The novel likewise details the abstraction of the African colonies and their subjects within the Portuguese imaginary, in which Africa not only symbolizes the future of the empire and theoretically broadens the borders of the tiny nation, but also becomes the object of paternalistic attitudes that reinforce Portuguese claims to a place among the rest of the modern “civilizing” empires of Europe.
- Published
- 2016
- Full Text
- View/download PDF
18. Anomalies in Distributed Branch-and-Cut Solving of the CVRP with Different Search Strategies
- Author
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Botinčan, Matko, Goranka, Nogo, and Valter Boljunčić, Luka Neralić and Kristina Šorić
- Subjects
anomalies ,branch-and-cut ,capacitated vehicle routing problem ,distributed computing ,search strategies - Abstract
In this paper, we analyze how different search strategies (namely, the breadth-first, the depth-first and the best-first) influence the execution speed of the parallel branch-and-cut algorithm for solving the capacitated vehicle routing problem. We report anomalous behavior observed as a part of the experimental evaluation of the algorithm and relate to it known theoretical results on anomalies in parallel and on efficiency of search strategies in sequential branch-and-bound algorithms.
- Published
- 2008
19. Attractiveness of transition countries to FDI
- Author
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Grčić, Branko, Babić, Zoran, and Kristina Šorić et all
- Subjects
FDI ,determinants of FDI ,attractiveness to FDI ,Analytic Hierarchy Process - Abstract
After the downfall of the socialist planned economy and with the beginning of transition towards market economy there has been an increasing interest in foreign direct investments (FDI) in transitional countries. This interest is shown by both parties – ; ; ; multinational economies as investors and transitional countries as host countries. This work starts from the thesis that these companies have to investigate the attractiveness of individual transitional countries for potential investments by using multicriterial analysis.
- Published
- 2002
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