Fuzzy logic use case within the built environment for optimizing sustainability versus cost in the material selection process

This study aims to investigate the application of fuzzy logic in decision-making within the Built Environment. The research focuses on achieving a balance between reducing carbon emissions and increasing costs in the selection of materials and equipment. This balance is measured by Life Cycle Carbon Emissions (LCCE) and is evaluated using a Life Cycle Assessment (LCA) methodology. By modeling fuzzy logic against classical binary logic within MATLAB, the study demonstrates how fuzzy logic’s “degrees of truth” may be utilized to construct customized stakeholder buy-in profiles and also achieve increased mathematical precision. These decision-maker stakeholder profiles reflect different interpretations of linguistic expressions of value in terms of cost against carbon reduction trade-offs. The research develops a three-dimensional control surface by using the Fuzzy Logic Toolbox in MATLAB. This surface serves as a visual tool for purchasing professionals to optimize these trade-offs on a scale, which provides a practical strategy for large-scale construction projects.

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Publication Details

Journal
Frontiers in Built Environment
Published
2025-03-24
DOI
https://doi.org/10.3389/fbuil.2025.1529578
Citations
2
Primary Topic
Multi-Criteria Decision Making
Type
article
Field-Weighted Citation Impact
4.21
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article

Fuzzy logic use case within the built environment for optimizing sustainability versus cost in the material selection process

Kristen Smith, Carol J. Friedland, Isabelina Nahmens, Rubayet Bin Mostafiz
2 citations
Frontiers in Built Environment
Multi-Criteria Decision Making
4.21
article

Fuzzy logic use case within the built environment for optimizing sustainability versus cost in the material selection process

Kristen Smith, Carol J. Friedland, Isabelina Nahmens, Rubayet Bin Mostafiz
article en
2 citations

Abstract

This study aims to investigate the application of fuzzy logic in decision-making within the Built Environment. The research focuses on achieving a balance between reducing carbon emissions and increasing costs in the selection of materials and equipment. This balance is measured by Life Cycle Carbon Emissions (LCCE) and is evaluated using a Life Cycle Assessment (LCA) methodology. By modeling fuzzy logic against classical binary logic within MATLAB, the study demonstrates how fuzzy logic’s “degrees of truth” may be utilized to construct customized stakeholder buy-in profiles and also achieve increased mathematical precision. These decision-maker stakeholder profiles reflect different interpretations of linguistic expressions of value in terms of cost against carbon reduction trade-offs. The research develops a three-dimensional control surface by using the Fuzzy Logic Toolbox in MATLAB. This surface serves as a visual tool for purchasing professionals to optimize these trade-offs on a scale, which provides a practical strategy for large-scale construction projects.

Frontiers in Built EnvironmentVol. 11
Turner Consulting Group (United States) (US)
Openalex Percentile: Top 7%
Multi-Criteria Decision Making
4.21
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Fuzzy logic use case within the built environment for optimizing sustainability versus cost in the material selection process — Kristen Smith, Carol J. Friedland, et al. · Frontiers in Built Environment (2025) | TGRS Research Map | TGRS