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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

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

  • 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