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On the Optimization of 2D Path Network Layouts in Engineering Designs via Evolutionary Computation Techniques

  • Ciprian Zavoianu (Vortragende*r)

Aktivität: Vortrag oder Präsentation › Vortrag nach Bewerbung und Auswahl › Science-to-science

Beschreibung

We describe an effective optimization strategy that is capable of discovering innovative cost-optimal designs of complete ascent assembly structures. Our approach relies on a continuous 2D model abstraction, an application-inspired multi-objective formulation of the optimal design task and an efficient coevolutionary solver. The obtained results provide empirical support that our novel strategy is able to deliver competitive results for the underlying general optimization challenge: the (obstacle-avoiding) Euclidean Steiner Tree Problem.
Zeitraum14 Sep. 2017
EreignistitelEUROGEN 2017
VeranstaltungstypKonferenz
OrtSpanienAuf Karte anzeigen

Wissenschaftszweige

  • 101013 Mathematische Logik
  • 101024 Wahrscheinlichkeitstheorie
  • 202027 Mechatronik
  • 102019 Machine Learning
  • 603109 Logik
  • 101 Mathematik
  • 102001 Artificial Intelligence
  • 102003 Bildverarbeitung

JKU-Schwerpunkte

  • Computation in Informatics and Mathematics
  • Nano-, Bio- and Polymer-Systems: From Structure to Function
  • Mechatronics and Information Processing