
dr hab. inż. Jerzy Balicki
Zatrudnienie
Kontakt
- jerbalic@pg.edu.pl
Wybrane publikacje
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Big Data Paradigm Developed in Volunteer Grid System with Genetic Programming Scheduler
Artificial intelligence techniques are capable to handle a large amount of information collected over the web. In this paper, big data paradigm has been studied in volunteer and grid system called Comcute that is optimized by a genetic programming scheduler. This scheduler can optimize load balancing and resource cost. Genetic programming optimizer has been applied for finding the Pareto solu-tions. Finally, some results from numerical...
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Task Assignments in Logistics by Adaptive Multi-Criterion Evolutionary Algorithm with Elitist Selection
An evolutionary algorithm with elitist selection has been developed for finding Pareto-optimal task assignments in logistics. A multi-criterion optimization problem has been formulated for finding a set of Pareto- optimal solutions. Three criteria have been applied for evaluation of task assignment: the workload of a bottleneck machine, the cost of machines, and the numerical performance of system. The machine constraints have...
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Improving Effectiveness of SVM Classifier for Large Scale Data
The paper presents our approach to SVM implementation in parallel environment. We describe how classification learning and prediction phases were pararellised. We also propose a method for limiting the number of necessary computations during classifier construction. Our method, named one-vs-near, is an extension of typical one-vs-all approach that is used for binary classifiers to work with multiclass problems. We perform experiments...
Uzyskane stopnie/tytuły naukowe
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2001-05-08
Nadanie stopnia naukowego
dr hab. inż. Informatyka (Dziedzina nauk technicznych)Wydział Elektryczny Politechniki Poznańskiej -
1987-07-30
Nadanie stopnia naukowego
dr inż. Informatyka (Dziedzina nauk technicznych)Wydział Elektroniki WAT
wyświetlono 329 razy