Multi-objective optimization at the conceptual design phase of an office room through evolutionary Computation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62690094%3A18450%2F18%3A50014703" target="_blank" >RIV/62690094:18450/18:50014703 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-319-92058-0_65" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-319-92058-0_65</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-92058-0_65" target="_blank" >10.1007/978-3-319-92058-0_65</a>
Alternative languages
Result language
angličtina
Original language name
Multi-objective optimization at the conceptual design phase of an office room through evolutionary Computation
Original language description
An implementation of multi-objective optimization for design of an office room is presented through maximizing illuminance value and minimizing cooling energy consumption on a summer extreme day in a Mediterranean hot climate region. Existing literature shows different examples of multi-objective optimization problems in the field of performance-based building design. Principally, performance criteria such as energy and daylight should be integrated in the early stage of the conceptual design phase to provide energy-efficient solutions in buildings. Since most of the architectural design problems are difficult to solve, multi-objective optimization methods provide many design solutions to the decision makers. We used Non-Dominated Sorting Genetic Algorithm II namely NSGA-II to present many design alternatives by satisfying two conflicting objectives at the same time in the presented office room problem.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Lecture notes in computer science
ISBN
978-3-319-92057-3
ISSN
0302-9743
e-ISSN
neuvedeno
Number of pages
6
Pages from-to
679-684
Publisher name
Springer
Place of publication
Cham
Event location
Montreal
Event date
Jun 25, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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