Regression Metamodels for Sensitivity Analysis in Agent-Based Computational Demography

被引：4
作者：
Grow, Andre [1 ]
机构：
[1] Univ Leuven, KU Leuven, Ctr Sociol Res, Pk Str 45, B-3000 Leuven, Belgium
来源：
AGENT-BASED MODELLING IN POPULATION STUDIES: CONCEPTS, METHODS, AND APPLICATIONS | 2017年 / 41卷
基金：
欧洲研究理事会;
关键词：
SIMULATION EXPERIMENTS; WEDDING-RING; MODELS; DESIGN; POPULATION;
D O I：
10.1007/978-3-319-32283-4_7
中图分类号：
C921 [人口统计学];
学科分类号：
摘要：
引用
收藏
页码：185 / 210
页数：26
相关论文
共 50 条
  • [1] Streamlining Simulation Experiments with Agent-Based Models in Demography
    Reinhardt, Oliver
    Hilton, Jason D.
    Warnke, Tom
    Bijak, Jakub
    Uhrmacher, Adelinde M.
    JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2018, 21 (03):
  • [2] Global sensitivity/uncertainty analysis for agent-based models
    Fonoberova, Maria
    Fonoberov, Vladimir A.
    Mezic, Igor
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2013, 118 : 8 - 17
  • [3] Sensitivity analysis of agent-based models: a new protocol
    Borgonovo, Emanuele
    Pangallo, Marco
    Rivkin, Jan
    Rizzo, Leonardo
    Siggelkow, Nicolaj
    COMPUTATIONAL AND MATHEMATICAL ORGANIZATION THEORY, 2022, 28 (01) : 52 - 94
  • [4] An agent-based approach to global uncertainty and sensitivity analysis
    Harp, Dylan R.
    Vesselinov, Velimir V.
    COMPUTERS & GEOSCIENCES, 2012, 40 : 19 - 27
  • [5] On the Ontological Turn in Economics: The Promises of Agent-Based Computational Economics
    Chen, Shu-Heng
    PHILOSOPHY OF THE SOCIAL SCIENCES, 2020, 50 (03) : 238 - 259
  • [6] Knowledge transfer in agent-based computational social science
    Anzola, David
    STUDIES IN HISTORY AND PHILOSOPHY OF SCIENCE, 2019, 77 : 29 - 38
  • [7] Fuzzy logic approach and sensitivity analysis for agent-based crowd injury modeling
    Kugu, Emin
    Li, Jiang
    McKenzie, Frederic D.
    Sahingoz, Ozgur Koray
    SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2014, 90 (03): : 320 - 336
  • [8] Agent-based monitoring of the task scheduling in computational clouds
    Grzonka, Daniel
    Kolodziej, Joanna
    Jakobik, Agnieszka
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 37 (06) : 7481 - 7492
  • [9] Exploring the behavior space of agent-based simulation models using random forest metamodels and sequential sampling
    Edali, Mert
    Yucel, Gonenc
    SIMULATION MODELLING PRACTICE AND THEORY, 2019, 92 : 62 - 81
  • [10] The special issue: agent-based computational economics-overview
    Marks, Robert E.
    Vriend, Nicolaas J.
    KNOWLEDGE ENGINEERING REVIEW, 2012, 27 (02) : 115 - 122
12345