Simulation-driven design by knowledge-based response correction techniques. (2016)

• Record Type: Book
• Further Information: Note: Slawomir Koziel, Leifur Leifsson.
• Authors: Koziel, Slawomir; Leifsson, Leifur
• Contents: Introduction -- Simulation-Driven Design -- Fundamentals of Numerical Optimization -- Introduction to Surrogate-Based Modeling and Surrogate-Based Optimization -- Design Optimization Using Response Correction Techniques -- Surrogate-Based Optimization Using Parametric Response Correction -- Non-Parametric Response Correction Techniques -- Expedited Simulation-Driven Optimization Using Adaptively Adjusted Design Specification -- Surrogate-Assisted Design Optimization Using Response Features -- Enhancing Response Correction Techniques by Adjoint Sensitivity -- Multi-Objective Optimization Using Variable-Fidelity Models and Response Correction -- Physics-Base Surrogate Models Using Response Correction -- Summary and Discussion -- References.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xi, 261 pages), illustrations (some color)
• Subjects: 519.6; Mathematics; Mathematical optimization; Computer simulation; MATHEMATICS -- Applied; MATHEMATICS -- Probability & Statistics -- General; Computer simulation; Mathematical optimization; Computers -- Computer Science; Optimization; Mathematical modelling; Maths for scientists; Computer science; Electronic books
• Languages: English
• ISBNs: 9783319301150; 3319301152; 3319301136; 9783319301136
• Related ISBNs: 9783319301136
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (SpringerLink, viewed May 23, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.