کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4961215 1446506 2017 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Baseline Synthesis and Microsimulation of Life-stage Transitions within an Agent-based Integrated Urban Model
ترجمه فارسی عنوان
سنتز پایه و میکروسیمولاسیون انتقال مراحل زندگی در یک مدل شهری یکپارچه مبتنی بر عامل
کلمات کلیدی
سنتز جمعیت سنتز مالکیت خودرو، گذار از مرحله زندگی، مدل سازی مبتنی بر عامل، مدل شهری یکپارچه،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

:This paper presents baseline synthesis and microsimulation of life-stage transitions within an agent-based integrated Transport Land Use and Energy (iTLE) modeling system. The baseline synthesis involves generation of synthetic population and vehicle ownership level synthesis. Synthetic population in generated in two stages: (1) generation of synthetic population at the dissemination area (DA) level, controlling for household- and individual-level attributes; and (2) allocation of the synthetic population at the micro-spatial unit of parcel using a logit-link model. Vehicle ownership synthesis involves a multinomial logit model to determine the vehicle ownership level for the base year. The life-stages of the synthetic population are simulated longitudinally at a yearly simulation time-step within the iTLE framework. The simulated life-stages include: aging, birth, death, in-migration, out-migration, and household formation. The iTLE is coded in the C# DotNET programming platform. A 100% synthetic population is generated for Halifax, Canada. The baseline synthesis and life-stage simulation results are satisfactory. For instance, population synthesis results suggest that around 62.81% of the DAs show an error percentage range of -5% to +5%.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 109, 2017, Pages 608-615
نویسندگان
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