Sahasranaman Anand, Jensen Henrik Jeldtoft
Department of Mathematics and Centre for Complexity Science, Imperial College London, London, United Kingdom.
PLoS One. 2017 Aug 17;12(8):e0183468. doi: 10.1371/journal.pone.0183468. eCollection 2017.
We significantly extend our earlier variant of the Schelling model, incorporating a neighborhood Potential function as well as an agent wealth gain function to study the long term evolution of the economic status of neighborhoods in cities. We find that the long term patterns of neighborhood relative economic status (RES) simulated by this model reasonably replicate the empirically observed patterns from American cities. Specifically, we find that larger fractions of rich and poor neighborhoods tend to, on average, retain status for longer than lower- and upper-middle wealth neighborhoods. The use of a Potential function that measures the relative wealth of neighborhoods as the basis for agent wealth gain and agent movement appears critical to explaining these emergent patterns of neighborhood RES. This also suggests that the empirically observed RES patterns could indeed be universal and that we would expect to see these patterns repeated for cities around the world. Observing RES behavior over even longer periods of time, the model predicts that the fraction of poor neighborhoods retaining status remains almost constant over extended periods of time, while the fraction of middle-wealth and rich neighborhoods retaining status reduces significantly over time, tending to zero.
我们显著扩展了早期的谢林模型变体,纳入了邻域势函数以及主体财富增益函数,以研究城市中邻里经济状况的长期演变。我们发现,该模型模拟的邻里相对经济地位(RES)的长期模式合理地复制了美国城市中观察到的实证模式。具体而言,我们发现,平均而言,富裕和贫困邻里中较大比例的邻里往往比中低财富和中高财富邻里保持其地位的时间更长。使用一个衡量邻里相对财富的势函数作为主体财富增益和主体移动的基础,似乎对于解释这些邻里RES的涌现模式至关重要。这也表明,实证观察到的RES模式确实可能具有普遍性,并且我们预计会在世界各地的城市中看到这些模式的重复。在更长的时间内观察RES行为,该模型预测,长期保持地位的贫困邻里比例几乎保持不变,而中高财富和富裕邻里保持地位的比例则随着时间显著下降,趋于零。