prof. dr. sc. Mato Baotić

Full professor, Department of Control and Computer Engineering

Location:
Public phone number:
6129-850
Internal phone number:
350

Parametric Optimization Based MPC for Systems of Systems with Affine Coordination Constraints

Novoselnik, Branimir ; Spudić, Vedrana ; Baotić, Mato
2020.
IEEE transactions on automatic control

Alternating direction method of multipliers in optimal control of systems of systems

Živković, Vice ; Novoselnik, Branimir ; Baotić, Mato
2018.
41st International Convention MIPRO 2018

Finite control set model predictive control of a grid connected two-level converter

Hadjina, Tamara ; Mišković, Ivan ; Baotić, Mato
2017.
19th International Conference on Electrical Drives and Power Electronics

New Challenges in Theory and Practice of Model Predictive Control

Baotić, Mato ; Matuško, Jadranko ; Perić, Nedjeljko
2017.
Primjena matematičkog modeliranja i numeričkih simulacija u kemijskoj procesnoj industriji

Electrical Power Distribution System Reconfiguration: Case Study of a Real-life Grid in Croatia

Novoselnik, Branimir ; Bolfek, Martin ; Bošković, Marin ; Baotić, Mato
2017.
The 20th World Congress of the International Federation of Automatic Control

Robust Microgrid Control Using Tube Scaling Approach

Novoselnik, Branimir ; Matuško, Jadranko ; Baotić, Mato
2017.
2017 American Control Conference (ACC)

Receding Horizon Control for Convergent Navigation of a Differential Drive Mobile Robot

Seder, Marija ; Baotić, Mato ; Petrović, Ivan
2017.
IEEE transactions on control systems technology

D5.5 Synthesis report: State of the art and future directions in management and control of physically coupled systems of systems

Novoselnik, Branimir ; Baotić, Mato ; Paulen, Radoslav, Wenzel, Simon ; Maxeiner, Lukas ; Nazari, Shaghayegh ; Engell, Sebastian ; Fele, Filiberto ; Camacho, Eduardo F. ; Naranjo, Alfredo G. ; Gentile, Basilio ; Lygeros, John
2016.

D5.4 Final report on the validation of the management strategies for the case studies

Maxeiner, Lukas ; Wenzel, Simon ; Paulen, Radoslav ; Nazari, Shaghayegh ; Engell, Sebastian ; Beisheim, Benedikt ; Krämer, Stefan ; Novoselnik, Branimir ; Đalto, Mladen ; Vašak, Mario ; Matuško, Jadranko ; Jokić, Andrej ; Baotić, Mato ; Bošković, Marin ; Bolfek, Martin ; Fele, Filiberto ; Tejero, David Cerero ; Debada, Ezequiel G. ; Camacho, Eduardo F. ; Gentile, Basilio ; Parise, Francesca ; Lygeros, John
2016.

D2.5 Report on the integration of economics- driven and market-based mechanisms with dynamic reconfiguration in SoS control

Paulen, Radoslav ; Nazari, Shaghayegh ; Shahidi, S. Amirreza ; Fele, Filiberto ; Novoselnik, Branimir ; Baotić, Mato
2016.

DYMASOS Plenary meeting Zagreb presentation: Technical work in WP2

Novoselnik, Branimir ; Đalto, Mladen ; Baotić, Mato
2016.

DYMASOS Plenary meeting Ludwigshafen presentation: Technical work in WP5

Novoselnik, Branimir ; Baotić, Mato
2016.

Dynamic Management of Electrical Power Distribution Networks

Novoselnik, Branimir ; Bolfek, Martin ; Bošković, Marin ; Baotić, Mato
2016.
Automatika – Journal for Control, Measurement, Electronics, Computing and Communications

DYMASOS Plenary meeting Nice presentation: Technical work in WP2

Baotić, Mato ; Novoselnik, Branimir ; Đalto, Mladen ; Matuško, Jadranko ; Vašak, Mario ; Jokić, Andrej
2016.

D2.4 Report on the developed approach to systematic uncertainty handling in economics- driven coordination for SoS control

Đalto, Mladen ; Novoselnik, Branimir ; Baotić, Mato ; Vašak, Mario ; Matuško, Jadranko ; Jokić, Andrej.
2016.

Water use disagregation in a household based on signal processing from a smart water meter

Vašak, Mario ; Banjac, Goran ; Novak, Hrvoje ; Baotić, Mato ; Matuško, Jadranko
2016.
Strategija razvoja vodoopskrbe i odvodnje Grada Zagreba

Coordinated Microgrid Control via Parametric Optimization

Novoselnik, Branimir ; Baotić, Mato
2016.
IEEE International Energy Conference ENERGYCON 2016

Development of a computer program for short-term hourly electric power load and loss forecasting for distribution areas

Petrović, Ivan ; Baotić, Mato ; Matuško, Jadranko ; Vašak, Mario ; Marković, Ivan ; Đalto, Mladen ; Gulin, Marko
2015.

DYMASOS Plenary meeting Florence presentation: Technical work in WP2

Baotić, Mato ; Novoselnik, Branimir
2015.

DYMASOS Plenary meeting Aachen presentation: Technical work in WP2 and WP5

Baotić, Mato ; Novoselnik, Branimir ; Matuško, Jadranko ; Vašak, Mario ; Jokić, Andrej
2015.

DYMASOS Plenary meeting Malaga presentation: Technical work in WP2

Novoselnik, Branimir ; Baotić, Mato
2015.

D2.2 Report on algorithms for dynamic reconfiguration applied to economics-based coordination in SoS

Novoselnik, Branimir ; Baotić, Mato ; Vašak, Mario ; Matuško, Jadranko ; Jokić, Andrej
2015.

D5.3 Technical report describing case studies, including the abstract and the detailed simulation models

Fele, Filiberto ; González-Debada, Ezequiel ; Ridao, Miguel A. ; Bordons, Carlos ; Maestre, José M. ; Camacho, Eduardo F. ; González, Alfredo ; Novoselnik, Branimir ; Baotić, Mato ; Bolfek, Martin ; Bošković, Marin ; Hosseini, Alireza ; Nohr, Marcus ; Beisheim, Benedikt ; Krämer, Stefan ; Cui, Jian ; Maxeiner, Lukas ; Paulen, Radoslav, Wenzel, Simon
2015.

Automatic Control - Solved Problems (ver 3)

Mišković, Nikola ; Hadjina, Tamara ; Hure, Nikola ; Baotić, Mato i ostali
2015.

Dynamic Reconfiguration of Electrical Power Distribution Systems with Distributed Generation and Storage

Novoselnik, Branimir ; Baotić, Mato
2015.
NMPC'15, 5th IFAC Conference on Nonlinear Model Predictive Control

Linear Control Systems Design

Baotić, Mato
2015.

Intelligent Control Systems: Neural Networks and Genetic Algorithms in Control

Petrović, Ivan ; Baotić, Mato ; Perić, Nedjeljko
2015.

Nonlinear Model Predictive Control for Energy Efficient Housing with Modern Construction Materials

Novoselnik, Branimir ; Ćesić, Josip ; Baotić, Mato ; Petrović, Ivan
2015.
2015 IEEE Sensors Applications Symposium

Dynamic Management of Electrical Power Networks With Distributed Generation and Storage

Novoselnik, Branimir ; Baotić, Mato
2015.
2015 International Conference on Process Control

Adaptable urban water demand prediction system

Banjac, Goran ; Vašak, Mario ; Baotić, Mato
2015.
Water Science and Technology-Water Supply

Optimization approach to power control of grid side converters during voltage sags

Hadjina, Tamara ; Baotić, Mato
2015.
IEEE International Conference on Industrial Technology (ICIT)

Analysis of Microgrid Power Flow Optimization with Consideration of Residual Storages State

Gulin, Marko ; Vašak, Mario ; Baotić, Mato
2015.
European Control Conference, ECC

Supervisory controller for reduction of wind turbine loads in curtailed operation

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato
2015.
Control engineering practice

Advanced control algorithms for reduction of wind turbine structural loads

Petrović, Vlaho ; Jelavić, Mate ; Baotić, Mato
2015.
Renewable energy

Cooperative Distributed Model Predictive Control for Wind Farms

Spudić, Vedrana ; Conte, Christian ; Baotić, Mato ; Morari, Manfred
2015.
Optimal control applications & methods

Adaptable urban water demand prediction system

Banjac, Goran ; Vašak, Mario ; Baotić, Mato
2014.
IWA World Water Congress & Exhibition 2014

Dynamic day-ahead water pricing based on smart metering and demand prediction

Vašak, Mario ; Banjac, Goran ; Baotić, Mato ; Matuško, Jadranko
2014.
Water Distribution System Analysis Conference - Urban Water Hydroinformatics and Strategic Planning, WDSA 2014

Technical report on the revision of the microgrid design and components sizing algorithms based on the developed microgrid control algorithms - MICROGRID project Deliverable D3.3.1.

Gašparović, Goran ; Ćosić, Boris ; Prebeg, Pero ; Duić, Neven ; Baotić, Mato
2014.

New Energy Planning Software for Analysis of Island Energy Systems and Microgrid Operations – H2RES Software as a Tool to 100% Renewable Energy System

Gašparović, Goran ; Krajačić, Goran ; Duić, Neven ; Baotić, Mato
2014.
Computer Aided Chemical Engineering

Reduction of wind turbine structural loads caused by rotor asymmetries

Petrović, Vlaho ; Jelavić, Mate ; Baotić, Mato
2014.
2014 European Control Conference (ECC)

Neural-network-based ultra-short-term wind forecasting

Đalto, Mladen ; Vašak, Mario ; Baotić, Mato ; Matuško, Jadranko ; Horvath, Kristian
2014.
European Wind Energy Association 2014 Annual Event (EWEA 2014)

Fast Coordinated Model Predictive Control of Large-Scale Distributed Systems with Single Coupling Constraint

Spudić, Vedrana ; Baotić, Mato
2013.
2013 European Control Conference (ECC 2013)

Control of the grid side converter in a wind turbine during grid faults

Hadjina, Tamara ; Baotić, Mato ; Perić, Nedjeljko
2013.
17th International Conference on Electrical Drives and Power Electronics

Joint Estimation of Equivalent Electrical Model Parameters and State-of-Charge for VRLA Batteries

Gulin, Marko ; Vašak, Mario ; Baotić, Mato
2013.
17th International Conference on Electrical Drives and Power Electronics, EDPE

Estimation of the global solar irradiance on tilted surfaces

Gulin, Marko ; Vašak, Mario ; Baotić, Mato
2013.
17th International Conference on Electrical Drives and Power Electronics, EDPE

Tuning of model predictive controller for wind turbine load reduction

Banjac, Goran ; Spudić, Vedrana ; Baotić, Mato
2013.
36th international convention on information and communication technology, electronics and microelectronics

Control of the Grid Side Converter in a Wind Turbine

Hadjina, Tamara ; Baotić, Mato ; Perić, Nedjeljko
2013.
36th international convention on information and communication technology, electronics and microelectronics

Deliverable D3.1.2: Technical report on the designed procedure for microgrid sizing

Gašparović, Goran ; Duić, Neven ; Jelavić, Mate ; Horvath, Kristian ; Baotić, Mato
2012.

Technical report on the hierarchical control of DC microgrids - MICROGRID Project Deliverable D1.1.1

Gulin, Marko ; Vašek, Mario ; Baotic, Mato ; Dragicevic, Tomislav ; Duic, Neven ; Jelavic, Mate
2012.

Principles and methodologies for REES power profiles prediction - MICROGRID Project Deliverable D2.1.1.

Gulin, Marko ; Vašak, Mario ; Baotić, Mato ; Dragičević, Tomislav ; Duić, Neven ; Horvath, Kristian ;
2012.

Explicit model predictive control for reduction of wind turbine structural loads

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato
2012.
51st IEEE Conference on Decision and Control

Reduction of Wind Turbine Tower Oscillations Based on Individual Pitch Control

Petrović, Vlaho ; Baotić, Mato ; Perić, Nedjeljko
2012.
20th Mediterranean Conference on Control & Automation (MED2012)

Quasi-stationary optimal control for wind farms with closely spaced turbines

Horvat, Tomislav ; Spudić, Vedrana ; Baotić, Mato
2012.
MIPRO 2012 Jubilee 35th International Convention

Deliverable 5.6: Assessment and validation of relative performance of control strategies

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Perić, Nedjeljko
2011.

Deliverable 3.5: Supervisory and reconfigurable control software. Part 2: Reconfigurable control software

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Perić, Nedjeljko
2011.

Deliverable 3.4: Supervisory and reconfigurable control strategies. Part 2: Reconfigurable control strategies

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Perić, Nedjeljko
2011.

Deliverable 1.6: Plan for validation of control strategies

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Perić, Nedjeljko
2011.

Explicit Model Predictive Control for Trajectory Tracking with Mobile Robots

Maurović, Ivan ; Baotić, Mato ; Petrović, Ivan
2011.
IEEE/ASME International Conference on Advanced Intelligent Mechatronics

Efficient Implementation of Patched LQR for Control and Protection of Multi-mass Drives

Vašak, Mario ; Baotić, Mato ; Perić, Nedjeljko ; Szabat, Krzysztof ; Cychowski, Marcin
2011.
2011 IEEE International Symposium on Industrial Electronics

Deterministic power flow optimization in an experimental microgrid

Vašak, Mario ; Baotić, Mato ; Perić, Nedjeljko
2011.
5th Global Conference on Power Control & Optimization (PCO 2011)

Wind turbine power references in coordinated control of wind farms

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato
2011.
Automatika, Journal for Control, Measurement, Electronics, Computing and Communications

Dual Kalman Estimation of Wind Turbine States and Parameters

Mateljak, Petar ; Petrović, Vlaho ; Baotić, Mato
2011.
18th International Conference on Process Control

Wind turbine power control for coordinated control of wind farms

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato
2011.
18th Internation Conference on Process Control

Wind Farm Load Reduction via Parametric Programming Based Controller Design

Spudić, Vedrana ; Baotić, Mato ; Perić, Nedjeljko
2011.
18th World Congress of the International Federation of Automatic Control

Automatic control - lectures

Perić, Nedjeljko ; Vukić, Zoran ; Baotić, Mato ; Vašak, Mario ; Mišković, Nikola
2010.

Constrained Energy Optimal Control of Trains: Conceptual Implementation

Vašak, Mario ; Baotić, Mato ; Bago, Marko ; Perić, Nedjeljko
2010.
30th Conference on Transportation Systems with International Participation Automation in Transportation 2010

Hierarchical wind farm control for power/load optimization

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Perić, Nedjeljko
2010.
Torque 2010 The science of making torque from wind

Wind farm simulator in Matlab

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato
2010.
33rd international convention on information and communication technology, electronics and microelectronics - MIPRO 2010

The use of LabVIEW for development of HIL structure for wind turbine speed control

Petrović, Vlaho ; Hure, Nikola ; Baotić, Mato
2010.
33rd international convention on information and communication technology, electronics and microelectronics - MIPRO 2010

Deliverable 3.3: Reconfigurable control extension

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Vašak, Mario ; Perić, Nedjeljko
2010.

On the computation of linear model predictive control laws

Borrelli, Francesco ; Baotić, Mato ; Pekar, Jaroslav ; Stewart, Greg
2010.
Automatica

On the computation of linear model predictive control laws

Borrelli, Francesco ; Pekar, Jaroslav ; Baotić, Mato ; Stewart, Greg
2009.
48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009

Polytopic Computations in Constrained Optimal Control

Baotić, Mato
2009.
Automatika, Journal for Control, Measurement, Electronics, Computing and Communications

On Complexity of Explicit MPC Laws

Borrelli, Francesco ; Baotić, Mato ; Pekar Jaroslav ; Stewart, Greg
2009.
European Control Conference 2009

Optimal Rail Route Energy Management Under Constraints and Fixed Arrival Time

Vašak, Mario ; Baotić, Mato ; Perić, Nedjeljko ; Bago, Marko
2009.
European Control Conference 2009

Deliverable 3.1: Control Strategy Review and Specification: Part 3 - Reconfigurable Control Extension

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Vašak, Mario ; Perić, Nedjeljko
2009.

Odometry calibration of mobile robots via semidefinite programming relaxations

Spudić, Vedrana ; Baotić, Mato ; Perić, Nedjeljko
2008.
The 17th International Electrotechnical and Computer Science Conference ERK’ 2008

Efficient On-Line Computation of Constrained Optimal Control

Baotić, Mato ; Borrelli, Francesco ; Bemporad, Alberto ; Morari, Manfred
2008.
SIAM Journal on Control and Optimization

An efficient algorithm for optimal control of PWA systems with polyhedral performance indices

Barić, Miroslav ; Grieder, Pascal ; Baotić, Mato ; Morari, Manfred
2008.
Automatica

Efficient computation of the one-step robust sets for piecewise affine systems with polytopic additive uncertainties

Vašak, Mario ; Baotić, Mato ; Perić, Nedjeljko
2007.
European Control Conference 2007

Hybrid Theory Based Time-Optimal Control of an Electronic Throttle

Vašak, Mario ; Baotić, Mato ; Petrović, Ivan ; Perić, Nedjeljko
2007.
IEEE Transactions on Industrial Electronics

Constrained Optimal Control of Hybrid Systems with a Linear Performance Index

Baotić, Mato ; Christophersen, Frank J. ; Morari, Manfred
2006.
IEEE Transactions on Automatic Control

Constrained Optimal Control of an Electronic Throttle

Vašak, Mario ; Baotić, Mato ; Morari, Manfred ; Petrović, Ivan ; Perić, Nedjeljko
2006.
International Journal of Control

Optimal Control of Piecewise Affine Systems -- a Multi-parametric Approach

Baotić, Mato
2005.

On-line Tuning of Controllers for Systems with Constraints

Barić, Miroslav ; Baotić, Mato ; Morari, Manfred
2005.
44th IEEE Conference on Decision and Control and European Control Conference ECC 2005

Optimal control of piecewise affine systems: A dynamic programming approach

Christophersen, Frank J. ; Baotić, Mato ; Morari, Manfred
2005.
Lecture notes in control and information sciences

Optimal control of PWA systems by exploiting problem structure

Barić, Miroslav ; Grieder, Pascal ; Baotić, Mato ; Morari, Manfred
2005.
16th IFAC World Congress

Stabilizing low complexity feedback control of constrained piecewise affine systems

Grieder, Pascal ; Kvasnica, Mihal ; Baotić, Mato ; Morari, Manfred
2005.
Automatica

Hybrid Theory Based Time-Optimal Control of an Electronic Throttle

Vašak, Mario ; Baotić, Mato ; Petrović, Ivan ; Perić, Nedjeljko
2005.
International Symposium on Industrial Electronics 2005

Dynamic programming for constrained optimal control of discrete-time linear hybrid systems

Borrelli, Francesco ; Baotić, Mato ; Bemporad, Alberto ; Morari, Manfred
2005.
Automatica

Time-optimal Model Predictive Control for Electronic Throttle Reference Tracking - Experimental Results 2

Vašak, Mario ; Baotić, Mato ; Petrović, Ivan ; Deur, Joško ; Perić, Nedjeljko
2004.

Time-optimal Model Predictive Control for Electronic Throttle Reference Tracking - Experimental Results

Vašak, Mario ; Baotić, Mato ; Petrović, Ivan ; Deur, Joško ; Perić, Nedjeljko
2004.

Time-optimal Model Predictive Control for Electronic Throttle Reference Tracking

Vašak, Mario ; Baotić, Mato ; Petrović, Ivan ; Deur, Joško ; Perić, Nedjeljko
2004.

Stability Analysis of Hybrid Systems with a Linear Performance Index

Christophersen, Frank J. ; Baotić, Mato ; Morari, Manfred
2004.
43rd IEEE Conference on Decision and Control

Multi-Parametric Toolbox (MPT)

Kvasnica, Mihal ; Grieder, Pascal ; Baotić, Mato ; Morari, Manfred
2004.
Lecture notes in computer science

Low Complexity Control of Piecewise Affine Systems with Stability Guarantee

Grieder, Pascal ; Kvasnica, Mihal ; Baotić, Mato ; Morari, Manfred
2004.
American Control Conference

Electronic Throttle State Estimation and Hybrid Theory Based Optimal Control

Vašak, Mario ; Baotić, Mato ; Petrović, Ivan ; Perić, Nedjeljko
2004.
2004 IEEE International Symposium on Industrial Electronics

Active Vibration Suppression using switched PZTs

Niederberger, Dominik ; Baotić, Mato ; Morari, Manfred
2003.

Low Complexity Control of Piecewise Affine Systems with Stability Guarantee

Grieder, Pascal ; Kvasnica, Michal ; Baotić, Mato ; Morari, Manfred
2003.

Hybrid Systems Modeling and Control

Morari, Manfred ; Baotić, Mato ; Borrelli, Francesco
2003.
European journal of control

Infinite Time Optimal Control of Hybrid Systems with a Linear Performance Index

Baotić, Mato ; Christophersen, Frank J. ; Morari, Manfred
2003.
42nd IEEE Conference on Decision and Control

A new Algorithm for Constrained Finite Time Optimal Control of Hybrid Systems with a Linear Performance Index

Baotić, Mato ; Christophersen, Frank J. ; Morari, Manfred
2003.
European Control Conference, ECC2003

Hybrid Theory Based Model Predictive Control of Electrical Drives with Friction

Petrović, Ivan ; Baotić, Mato ; Matić, Luka ; Perić, Nedjeljko
2003.
10th European Conference on Power Electronics and Applications, EPE2003

Hybrid theory based optimal control of electronic throttle

Baotić, Mato ; Vašak, Mario ; Morari, Manfred ; Perić, Nedjeljko
2003.
American Control Conference

An Efficient Algorithm for Computing the State Feedback Optimal Control Law for Discrete Time Hybrid Systems

Borrelli, Francesco ; Baotić, Mato ; Bemporad Alberto ; Morari Manfred
2003.
American Control Conference

Multi-object Adaptive Cruise Control

Möbus, Rainer ; Baotić, Mato ; Morari, Manfred
2003.
Lecture notes in computer science

Model Predictive Control of Electronic Throttle

Baotić, Mato ; Vašak, Mario ; Petrović, Ivan ; Perić, Nedjeljko
2002.

An Efficient Algorithm for Multiparametric Quadratic Programming

Baotić, Mato
2002.

Efficient On-Line Computation of Constrained Optimal Control

Borrelli, Francesco ; Baotić, Mato ; Bemporad Alberto ; Morari Manfred
2001.
40th IEEE Conference on Decision and Control - CDC 2001

Convex Optimization in Training of CMAC Neural Networks

Baotić, Mato ; Petrović, Ivan ; Perić, Nedjeljko
2001.
Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije

Application of Fuzzy Neural Networks in Predictive Control of Batch Distillation

Baotić, Mato ; Petrović, Ivan ; Perić, Nedjeljko
2001.
IEEE 9th Mediterranean Conference on Control and Automation, MED'01

Convex Optimization in Training of CMAC Neural Networks

Baotić, Mato ; Petrović, Ivan ; Perić, Nedjeljko
2001.
IEEE 9th Mediterranean Conference on Control and Automation, MED'01

Neural Network Based Identification and Control of Non-linear Time Variable Processes

Baotić, Mato
2000.

Model structure selection for nonlinear system identification using feedforward neural networks

Petrović, Ivan ; Baotić, Mato ; Perić, Nedjeljko
2000.
IEEE-INNS-ENNS INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS

Regularization and validation of neural network models of nonlinear systems

Petrović, Ivan ; Baotić, Mato ; Perić, Nedjeljko
2000.
Elektrotechnik und Informationstechnik (e&i)

A Cascade-Correlation Learning Network with Smoothing

Petrović, Ivan ; Baotić, Mato ; Perić, Nedjeljko
1998.
International ICSC/IFAC Symposium on Neural Computation - NC'98

An Efficient Newton-type learning Algorithm for MLP Neural Networks

Petrović, Ivan ; Baotić, Mato ; Perić, Nedjeljko
1998.
International ICSC/IFAC Symposium on Neural Computation - NC'98

Application Of The Multilayer Neural Networks For The Identification Of pH Process

Baotić, Mato
1997.

Teaching duties

University undergraduate

University graduate

Postgraduate doctoral study programme

Competences

  • Computational and artificial intelligence
    Intelligent systems Autonomous systems Learning systems Backpropagation Computation theory Computational complexity Evolutionary computation Neural networks Artificial neural networks Feedforward neural networks Multi-layer neural network Radial basis function networks
  • Control systems
    Automatic control Centralized control Control design Control engineering Control system synthesis Decentralized control Digital control Linear feedback control systems Networked control systems Nonlinear control systems Optimal control
  • Industrial electronics
    Industrial control Process control Predictive control
  • Mathematics
    Linear algebra Linear programming Backpropagation algorithms Dynamic programming Genetic algorithms Prediction algorithms Convex functions Linear systems Mathematical programming Nonlinear dynamical systems Optimization Mathematical programming Quadratic programming
  • Robotics and automation
    Autonomous systems
  • Systems engineering and theory
    Hierarchical systems System analysis and design Asymptotic stability Control system analysis State-space methods Large-scale systems Lyapunov methods Robust control System dynamics System of systems Cyber-physical systems Systems engineering education
  • Computers and information processing
    Control engineering computing Mathematics computing Matlab Programming Integer linear programming
  • Education
    Control engineering education
  • Power engineering and energy
    Power system control
  • Systems, man, and cybernetics
    Control theory Intelligent control Linear feedback control systems

Personal data

Graduation year:
1997.
mr.sc. graduation year:
2000.
PhD graduation year:
2005.
Employed in this institution since:
1997.