Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Research on Ship Resistance Optimization based on Surrogate Model

Research on Ship Resistance Optimization based on Surrogate Model

Ye, Shuxia

Paperback

Technology & Engineering

ISBN10: 6209141110
ISBN13: 9786209141119
Publisher: Scholars' Press
Published: Nov 27 2025
Pages: 284
Weight: 0.84
Height: 0.64 Width: 6.00 Depth: 9.00
Language: English
Part I primarily investigates ship resistance optimization. Addressing the current limitation of using only one agent model combined with evolutionary algorithms for optimization, it takes the DTMB5415 ship as the research subject. Based on CFD numerical simulation calculations to construct the dataset, it employs nine optimization framework methods composed of three agent models and three evolutionary algorithms to study ship resistance numerical prediction and hull form optimization. Part II develops an error-classification-based surrogate model and employs the improved whale algorithm NLWOA to investigate hull resistance under varying bulbous bow parameters. It addresses the high computational time and low efficiency issues inherent in traditional computational fluid dynamics (CFD).

Also from

Ye, Shuxia

View All

Also in

Technology & Engineering

View All