Kumar, V S S (1993) Application of fuzzy set theory in construction management. PhD thesis, Indian Institute of Technology Delhi, India.
Abstract
Construction technology is becoming more and more complicated, partly because of the phenomenal increase in the activity and mostly because of the complexity of the parameters that are involved. Hence, the need to rationalize the various inputs and optimize the construction practices has already become imperative. Several considerations, which are qualitatively described by terms such as high, medium, low, good, bad, satisfactory, have a very important bearing on the Civil Engineering aspects of a project and the structures therein. The subjective judgments implicit in these qualitative terms cannot be directly incorporated into the analysis and planning of Civil Engineering activities. The Fuzzy Set theory makes available a very convenient and meaningful tool to practicing engineers to incorporate these seemingly vague but practically powerful factors in the several phases of a project life cycle. This dissertation evolves certain methodologies of incorporating Fuzzy Set Concepts into the analysis procedures in certain phases of a project and illustrates the application through important topics of network analysis, evaluation of alternatives, assessment of working capital requirement, and Fuzzy linear programming (which are described in brief in the subsequent paragraphs). In the first case, simulation of a project network with fuzzy activity durations is discussed in detail. Comparative deductions on the results of simulation and of Fuzzy Set theory application establish the potential of, and confidence in, Fuzzy Set theory application to Construction Management. In the second aspect of the study, intangible, non-quantitative and linguistic variables have been considered for the evaluation process. In this context, the application of Dominance Matrix for evaluation of alternatives has been studied. The method of evaluation of external forces, namely, weather conditions, resource availability, etc., has been extended to assessment of Working Capital requirement as the third aspect of the study. This has been done by recognizing the fuzzy nature of factors, like foundation conditions, engineer's experience, etc., in as much as they affect construction activity. In the fourth aspect, application of Fuzzy Linear Programming has been discussed. This tool handles linguistic goals and constraints by using flexibility in the constraints as well as fuzziness in the objective function. This technique has been reviewed with respect to Construction Management and applied to a case example to illustrate its advantages.
| Item Type: | Thesis (Doctoral) |
|---|---|
| Uncontrolled Keywords: | complexity; construction activity; duration; flexibility; fuzzy set; construction technology; civil engineering; life cycle; programming; civil engineer; linear programming; network analysis; weather; simulation |
| Index terms: | project network, civil engineer, methodology, programming, complexity, weather, network analysis, judgment, becoming, construction activity, engineer, life cycle, linear programming, fuzzy set, fuzzy set theory, duration, dissertation, construction technology |
| Subjects: | research methods, algorithms, systems engineering, decision-making and optimization, philosophical process, project controls, dispute resolution, value management, programming, digital engineering, air quality, research dissemination and communication, profession, data analysis and analytics, construction operations, project planning |
| Topics: | Sustainability, Roles and Professions, Engineering Principles, Research Practice, Project Management, Time Control, Site Management, Digital Applications, Legal Issues |
| Descriptive scope: | 4 PCTA |
N.B. Descriptive scope is a count of how many of the five facets of empirical research are indicated by the words used in title, abstract and keywords. It is not intended as a judgement on the research; merely a count of the kind of word we would expect to indicate Phenomenon, Concepts, Theoretical framing, Empirical techniques, Analytical techniques. If all five are present, then a code of “5 PCTEA” will indicate this. If you feel the coding for this record is questionable, we welcome discussion around the terms we matched or the way we categorized them. The facet you would expect may not be coded, or a facet may be coded inappropriately. This can also bear on a larger question, of which facets should be treated as defining in construction management research. Please get in touch, and we will look at it. More details here