Detail publikačního výsledku

Efficient Optimization through Normalized Variable Scaling and Selective Term Pruning

SEDLÁŘ, J.

Originální název

Efficient Optimization through Normalized Variable Scaling and Selective Term Pruning

Anglický název

Efficient Optimization through Normalized Variable Scaling and Selective Term Pruning

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This paper presents an innovative pruning algorithm designed to enhance computational efficiency of optimization related tasks by reducing the number of computations. The algo rithm, which is based on optimization variable normalization and subsequent term pruning according to a set relative threshold, offers balance between accuracy and computational complexity of the solution, making it suitable for performance-critical applications. The trade-off between accuracy and complexity in this approach is expressed by metrics of Pareto efficiency and relative efficiency.

Anglický abstrakt

This paper presents an innovative pruning algorithm designed to enhance computational efficiency of optimization related tasks by reducing the number of computations. The algo rithm, which is based on optimization variable normalization and subsequent term pruning according to a set relative threshold, offers balance between accuracy and computational complexity of the solution, making it suitable for performance-critical applications. The trade-off between accuracy and complexity in this approach is expressed by metrics of Pareto efficiency and relative efficiency.

Klíčová slova

selective term pruning, cost function optimiza tion, variable normalization, computational efficiency, system control optimization, model reduction

Klíčová slova v angličtině

selective term pruning, cost function optimiza tion, variable normalization, computational efficiency, system control optimization, model reduction

Autoři

SEDLÁŘ, J.

Rok RIV

2026

Vydáno

30.07.2025

ISBN

978-80-214-6321-9

Kniha

Proceedings I of the 31st Conference STUDENT EEICT 2025: General papers.

Strany počet

3

BibTex

@inproceedings{BUT201524,
  author="Jan {Sedlář}",
  title="Efficient Optimization through Normalized Variable Scaling and Selective Term Pruning",
  booktitle="Proceedings I of the 31st Conference STUDENT EEICT 2025: General papers.",
  year="2025",
  pages="3",
  isbn="978-80-214-6321-9"
}