Peter Korošec

Interesting links:

Address:

Biography

Hobby:

Born:

Faculty of Computer and Information Science

University of Ljubljana

Jožef Stefan International Postgraduate School

Employment:

Computer Systems Department

Jožef Stefan Institute

University of Primorska

Awards:

• 2007 - The Trimo Research Award for the Doctoral Dissertation at the 6^th Trimo Research Awards
• 2008 - The Jožef Stefan Golden Emblem Prize for the most outstanding contributions made to science in the Doctoral Dissertation in the field of natural sciences in Slovenia

Mentorships

1. Lucas Benedičič, Jožef Stefan International Postgraduate School, (in progress)

1. Lucas Benedičič, Optimization of Common Pilot Channels in the UMTS Network, Faculty of Mathematics, Science and Information Technologies Koper, (2009)

Research areas

• Graph partitioning
• Combinatorial optimization
• Numerical optimization
• Parallel/distributed computing
• Metaheuristics
• Ant-colony optimization
• Computer architecture

Publications (53)

• A stigmergy-based algorithm for continuous optimization tested on real-life-like environment, Lect. Notes Comp. Sc. (2009)
• High-dimensional real-parameter optimization using the differential ant-stigmergy algorithm, Int. J. Intell. Comput. Cyb. (2009)
• Using stigmergy to solve numerical optimization problems, Comput. Inform. (2008)
• The distributed multilevel ant-stigmergy algorithm used at the electric-motor design, Eng. Appl. Artif. Intell. (2008)
• Differential Ant-Stigmergy Approach to Continuous Optimization, Elektroteh. vest. (2008)
• Optimizing the shape of an impeller using the differential ant-stigmergy algorithm, Lect. Notes Comp. Sc. (2008)
• S stigmergijo nad zahtevne optimizacijske probleme, Novice IJS (2008)
• A Distributed Multilevel Ant Colonies Approach, Informatica (Ljublj.) (2008)
• A comparative study of stochastic optimization methods in electric motor design, Appl. Intell. (2007)
• Multi-parameter numerical optimization of selected thin-walled machine elements using a stigmergic optimization algorithm, Thin-walled struct. (2007)
• Stigmergic optimization of plane constructions, Elektroteh. vest. (2007)
• The distributed stigmergic algorithm for multi-parameter optimization, Lect. Notes Comp. Sc. (2006)
• Mesh partitioning with ant colonies, Elektroteh. vest. (2006)
• The multilevel ant stigmergy algorithm for numerical optimization, Facta. Univ. Electron. Energ. (2006)
• Optimization algorithms inspired by electromagnetism and stigmergy in electro-technical engineering, WSEAS Trans. Inf. Sc. Appl. (2005)
• Population-based methods as a form of metaheuristic combinatorial optimization, Elektroteh. vest. (2005)
• Combining vector quantization and ant-colony algorithm for mesh-partitioning, Lect. Notes Comp. Sc. (2004)
• Mesh-partitioning with the multiple ant-colony algorithm, Lect. Notes Comp. Sc. (2004)
• Solving the mesh-partitioning problem with an ant-colony algorithm, Parallel. Comput. (2004)
• A multilevel ant-colony-optimization algorithm for mesh partitioning, Int. J. Pure Appl. Math. (2003)
• An experimental study of an ant-colony algorithm for the mesh-partitioning problem, Parallel Distrib. Comput. Pract. (2002)

• The differential ant-stigmergy algorithm applied to dynamic optimization problems, (CEC 2009)
• A distributed ant-based algorithm for numerical optimization, (BADS 2009)
• A Stigmergy-Based Algorithm for Black-Box Optimization: Noiseless Function Testbed, (GECCO 2009)
• A Stigmergy-Based Algorithm for Black-Box Optimization: Noisy Function Testbed, (GECCO 2009)
• Metaheuristic Approach to Loading Schedule Problem, (MISTA 2009)
• The differential ant-stigmergy algorithm for large scale real-parameter optimization, (ANTS 2008)
• A ditributed multilevel ant colonies approach for graph partitioning, (BIOMA 2008)
• Constrained transportation scheduling, (BIOMA 2008)
• An Impeller Shape Optimization using the Differential Ant-Stigmergy Algorithm, (PPAM 2007)
• Multi-parameter geometry optimization of a radial impeller with the use of stigmergic optimization algorithm, (KD 2007)
• The Differential Ant-Stigmergy Algorithm: An Experimental Evaluation and a Real-World Application, (CEC 2007)
• Ant stigmergy on the grid: optimizing the cooling process in continuous steel casting, (IPDPS 2006)
• Real-parameter optimization using stigmergy, (BIOMA 2006)
• Stigmerično optimiranje ohišja elektromotorja, (ERK 2006)
• The distributed stigmergic algorithm for multi-parameter optimization, (PPAM 2005)
• A performance comparison of ant stigmergy and differential evolution for numerical optimization, (EA 2005)
• Optimization algorithms inspired by electromagnetism and stigmergy in electro-technical engineering, (EC 2005)
• The multilevel ant stigmergy algorithm: an industrial case study, (JCIS 2005)
• Večnivojski stigmergični algoritmi za numerično optimiranje, (ERK 2005)
• Multilevel optimization of graph bisection with pheromones, (BIOMA 2004)
• Combining vector quantization and ant-colony algorithm for mesh-partitioning, (PPAM 2003)
• Applying the ant-colony algorithm for mesh-partitioning refinement, (JCIS 2003)
• Mesh partitioning: a multilevel ant-colony-optimization algorithm, (IPDPS 2003)
• Modified iterative-improvement graph-partitioning algorithms, (IPSI 2003)
• An experimental evaluation of modified algorithms for the graph partitioning problem, (ISCIS 2002)
• An ant-colony-optimization approach to the mesh-partitioning problem, (PARNUM 2002)
• Algorithms for solving the partitioning problem, (ERK 2001)

• Applications of the Differential Ant-Stigmergy Algorithm on Real-World Continuous Optimization Problems, In-Teh (2009)
• Ant colonies and the mesh-partitioning problem, Chapman & Hall/CRC (2006)

• Stigmergy as an approach to metaheuristic optimization, Doctoral Dissertation (2006)
• Metaheuristic solving of the optimization problem with ant colonies, Master's Thesis (2004)
• Evaluation of heuristic partitioning algorithms, Undergraduate Thesis (2001)

Projects (14)

• Computing structures and systems, (2009 - 2013)
• Pilot model of optimized manufacturing planning, (2009)
• Optimization of packaging, loading and transportation of pre-fabricated building elements, (2008 - 2010)
• Enhansing Elementary Mathematics Pedagogy Competencies by e-Learning, (2008)
• Secure infrastructure for implementing command and control, (2007 - 2008)
• Optimization of absorbable composite materials, (2007)
• Geometric optimization of impeller, (2007)
• The role of Luka Koper in logistic support of the Slovenian Armed Forces and allies, (2006 - 2008)
• Upgrade of light armoured wheeled vehicles VALUK 6x6, (2006 - 2007)
• Metaheuristic mesh partitioning algorithms and parallel FEM computations on clusters and grids, (2006 - 2007)
• Optimization of the EC motor, (2006)
• Adaptive Robots for Flexible Manufacturing Systems, (2005 - 2008)
• Computing structures and systems, (2004 - 2008)
• Computing structures and systems, (1999 - 2003)

Applications and source codes

• download source (in C language)
• request for password
• latest references