A Coalitional Approach for Resource Distribution in Self-organizing Open Systems

被引:0
作者
Latorre, Julian F. [1 ]
Ospina, Juan P. [2 ]
Sanchez, Joaquin F. [2 ]
Collazos-Morales, Carlos [2 ]
机构
[1] Corp Univ Comfacauca, Popayan, Colombia
[2] Univ Manuel Beltran, Bogota, Colombia
来源
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2020, PT I | 2020年 / 12249卷
关键词
Self-organization; Ad hoc networks; Trust; Cooperation; Socially inspired computing;
D O I
10.1007/978-3-030-58799-4_34
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This article aims to theorize and explore the distribution problem in the context of self-organizing open systems when they exhibit social behaviors that can be modeled and formalized, applying the interactive decision theory. In this context, the whole system structure is trying to achieve a stable cooperative state at the same time they aim to satisfy the interests of each individual and reach a certain level of social welfare. We analyze these scenarios evaluating the system stability through a formal analysis of coalitional and non-cooperative games and the notions of collective actions and robustness. We used socially inspired computing to propose a negotiation method that allows the members of the system to cooperate and manage common-pool resources without any central controller or other orchestration forms. The model was evaluated using four quantitative moral metrics through simulation techniques. The result showed how a system influenced by ethical behaviors exhibited higher efficiency, symmetry, and invariance over time.
引用
收藏
页码:463 / 473
页数:11
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