Multi-level agent-based modeling - Bibliography

نویسنده

  • Gildas Morvan
چکیده

Multi-level agent-based modeling (ML-ABM) aims at extending the classical ABM paradigm to overcome these limitations. It can be defined as Integrating heterogenous ABM, representing complementary points of view, so called 1The terms multi-layer, multi-perspective and multi-view may also be found [81, 83, 84, 132]. The term multi-scale (multi-resolution may also be found) is often used but has a more restrictive meaning as it constraints the definition of levels and their relations. 2Points of view are complementary, for a given problem, if they can not be taken in isolation to address it. As [73] note (we translate), ”the global behavior of a complex system cannot be understood without making interact a set of points of view.”

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Hybrid Modeling for Continuous Casting Scheduling Problem

This paper deals with a multi-agent-based interval type-2 fuzzy (IT2F) expert systemfor scheduling steel continuous casting. Continuous caster scheduling is a complex and extensiveprocess that needs expert staff. In this study, a distributed multi-agent-based structure is proposed as asolution. The agents used herein can cooperate with each other via various communication protocols.To facilitat...

متن کامل

Intelligent multi-agent modeling of the interbank network and evaluation of the impact of regulatory policies

agent-based modeling is an emerging computational technique that makes it possible to simulate complex economic systems, including the banking network, with a bottom-up approach. In this paper, the country's banking network is simulated with an intelligent multi-agent modeling model and indicates that these agents behave based on the adaptive learning. This modeling has been done with the aim o...

متن کامل

A multi Agent System Based on Modified Shifting Bottleneck and Search Techniques for Job Shop Scheduling Problems

This paper presents a multi agent system for the job shop scheduling problems. The proposed system consists of initial scheduling agent, search agents, and schedule management agent. In initial scheduling agent, a modified Shifting Bottleneck is proposed. That is, an effective heuristic approach and can generate a good solution in a low computational effort. In search agents, a hybrid search ap...

متن کامل

Multi-level agent-based modeling - A literature survey

Absract During last decade, multi-level agent-based modeling has received significant and dramatically increasing interest. In this article we conduct a comprehensive and struc-tured review of literature on this emerging research domain that aims at extending the classical agent-based modeling paradigm to overcome some of its limitations. We present the main theoretical contributions and applic...

متن کامل

Behavioral Modeling of Multi Agent System: High Level Petri Net Based Approach

Modeling interactions between agents and the Multi-Agent System (MAS) behavior based on role based collaboration among the participating agents are the key factors to design of effective MAS dynamics. In this paper, a High level Multi Agent Petri Net called HMAP has been proposed which is capable of describing, analyzing and modeling dynamics of such MAS which are characterized as asynchronous,...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • CoRR

دوره abs/1205.0561  شماره 

صفحات  -

تاریخ انتشار 2012