Project Details

Akcelerace vybraných evolučních výpočetních technik pro řešení NP úplných úloh kombinatorické optimalizace.

Project Period: 1. 3. 2021 - 31. 12. 2021

Project Type: grant

Code: FIT/FSI-J-21-7435

Agency: Brno University of Technology

Program: Vnitřní projekty VUT

English title
Acceleration of Selected Evolutionary Communication Techniques for Solving combinatoric NP-complete tasks
Type
grant
Keywords

Evolutionary Computation Techniques, EVT, QAP, SAT, NP-complete tasks

Abstract

The goal of this project is to accelerate selected evolutionary techniques using multiple GPUs and test their performance on a set of NP-complete tasks

Team members
Jaroš Marta, Ing., PhD. (UPSY FIT VUT) , research leader
Jaroš Jiří, doc. Ing., Ph.D. (UPSY FIT VUT)
Publications

2021

  • JAROŠ Marta, TREEBY Bradley E. and JAROŠ Jiří. Adaptive Execution Planning in Biomedical Workflow Management Systems. The Platform for Advanced Scientific Computing (PASC) Conference 2021. Geneva, 2021. Detail
  • JAROŠ Marta and JAROŠ Jiří. k-Dispatch's Performance Modules for Advanced Workflow Submission. 5th Users' Conference of IT4Innovations. Ostrava, 2021. Detail
  • JAROŠ Marta and JAROŠ Jiří. Performance-Cost Optimization of Moldable Scientific Workflows. In: Job Scheduling Strategies for Parallel Processing. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Portland, Oregon USA: Springer International Publishing, 2021, pp. 149-167. ISBN 978-3-030-88223-5. ISSN 0302-9743. Detail
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