Advanced search ?

Object

Hybrid approach to design optimisation: Preserve accuracy, reduce dimensionality

Download

Title: Hybrid approach to design optimisation: Preserve accuracy, reduce dimensionality

Creator:

Kamola, Mariusz

Date:

2007

Resource Type:

artykuł

Contributor:

Korbicz, Józef - red.

Group publication title:

AMCS, volume 17 (2007)

Abstract:

The paper proposes a design procedure for the creation of a robust and effective hybrid algorithm, tailored to and capable of carrying out a given design optimisation task. In the course of algorithm creation, a small set of simple optimisation methods is chosen, out of which those performing best will constitute the hybrid algorithm. The simplicity of the method allows implementing ad-hoc modifications if unexpected adverse features of the optimisation problem are found. ; It is postulated to model a system that is smaller but conceptually equivalent, whose model is much simpler than the original one and can be used freely during algorithm construction. Successful operation of the proposed approach is presented in two case studies (power plant set-point optimisation and waveguide bend shape optimisation). ; The proposed methodology is intended to be used by those not having much knowledge of the system or modelling technology, but having the basic practice in optimisation. It is designed as a compromise between brute force optimisation and design optimisation preceded by a refined study of the underlying problem. Special attention is paid to cases where simulation failures (regardless of their nature) form big obstacles in the course of the optimisation process.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Resource Identifier:

oai:zbc.uz.zgora.pl:78636

DOI:

10.2478/v10006-007-0006

Pages:

53-71

Source:

AMCS, volume 17, number 1 (2007)

Language:

eng

Rights:

Biblioteka Uniwersytetu Zielonogórskiego

Subject and keywords:

design optimisation simulation optimisation surrogate model analysis failure

Object collections:

Last modified:

Apr 2, 2024

In our library since:

Apr 2, 2024

Number of object content hits:

26

All available object's versions:

https://zbc.uz.zgora.pl/publication/88389

Show description in RDF format:

RDF

Show description in OAI-PMH format:

OAI-PMH

Edition name Date
Hybrid approach to design optimisation: Preserve accuracy, reduce dimensionality Apr 2, 2024

Objects

Similar
AMCS, Volume 25 (2015)
AMCS, Volume 25 (2015)

Model-based techniques for virtual sensing of longitudinal flight parameters

Hardier, Georges Seren, Cédric Ezerzere, Pierre Simani, Silvio - ed. Castaldi, Paolo - ed.

artykuł
CEER, nr 30, vol. 1 (2020)
CEER, nr 30, vol. 1 (2020)

Reliability assessment and sensitivity analysis of concrete gravity dams by considering uncertainty in reservoir water levels and dam body materials

Pouraminian, Majid Pourbakhshian, Somayyeh Noroozinejad Farsangi, Ehsan Kuczyński, Tadeusz - red.

2020
artykuł
CEER, nr 30, vol. 1 (2020)
CEER, nr 30, vol. 1 (2020)

Reliability-based safety evaluation of the BISTOON historic masonry arch bridge

Pouraminian, Majid Pourbakhshian, Somayyeh Noroozinejad Farsangi, Ehsan Berenji, Sevil Keyani Borujeni, Salman Moosavi Asl, Mirhasan Mohammad Hosseini, Mehdi Kuczyński, Tadeusz - red.

2020
artykuł
More

Contact details

Address

University Library
al. Wojska Polskiego 71
65-762 Zielona Góra

Phone

(+48) 68 328 21 55

E-Mail

kontakt@zbc.uz.zgora.pl

Cyprian Norwid Voivodeship and
City Public Library
al. Wojska Polskiego 9
65-077 Zielona Góra

(+48) 68 453 26 06

p.karp@biblioteka.zgora.pl

This page uses 'cookies'. More information