An Agent-Based Market Simulation with Social Effects
محل انتشار: سومین کنفرانس بین المللی مدیریت و مهندسی صنایع
سال انتشار: 1396
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 566
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شناسه ملی سند علمی:
INDUSTRIAL03_0295
تاریخ نمایه سازی: 26 مرداد 1397
چکیده مقاله:
In this paper an agent-based market has been investigated. To simulate the social effects, the social networks topologies popular in related researches were employed. Here agents choose one belief out of a set of beliefs, i.e. Fundamentalism, trend chasing and interrupting. Agents change their beliefs based on two factors, i.e. previous wealth of their own beliefs and other agents’ beliefs. To change the beliefs, a new opinion formation model was introduced. Here, the different decisions of agents guarantee the heterogeneity in Market. Results show the return for all the social networks met the stylized facts. Also, results reveal the social effects on price movement and market statistics.
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نویسندگان
Hamed Ariakia
School of ECE, University of Tehran, Tehran, Iran
Mohammad Ramezani
Department of Management, University of Tarbiat Modares, Tehran, Iran
Ali Rajabzadeh Ghatari
Department of Management, University of Tarbiat Modares, Tehran, Iran