The ASSA Project: An Intelligent Agent Simulation of Shop-Around Behavior

نویسندگان

  • Takumi Yoshida
  • Toshiyuki Kaneda
چکیده

Policy exploration for downtown revitalization gets becoming important in also Japan. This article deals with a modeling and simulation project of downtown visitors' shop-around behavior using an intelligent agent approach, by mainly devising and implementing planning (dynamic scheduling/ rescheduling), learning and adaptation functions. In this article, first, we explain the architecture of ASSA model. Each agent makes and remakes his/her schedule to visit shops based on time constraints and shop preferences, chooses alternative visits when he/she fails in an errand, and makes impulse stops at shops and detour actions. ASSAver.3 was reported based on detailed observations and surveys taken at Asunal Kanayama shopping mall, and Osu shopping district, Nagoya. Then we show a framework of evaluation that included redundancy indicators for shop visits and walk lengths, and similarity analysis of shop-visit sequences. Valid-check results were shown in the simulation performances of the two cases of from these three aspects.

برای دانلود 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

Simulating shop-around behavior

Shop-around spatial behaviors of downtown visitors are characterized as MultiPurpose-MultiStop (MPMS). However, the authors’ investigations have revealed visitors frequently switch planned actions and generate improvised actions. By using an agent-based approach, especially with a medium-size specimen, simulating such spatial behaviors opens a rich vein of research, not only into such practical...

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

Developing a Model of Heterogeneity in Driver’s Behavior

Intelligent Driver Model (IDM) is a well-known microscopic model of traffic flow within the traffic engineering societies. While it is a powerful technique for modeling traffic flows, the Intelligent Driver Model lacks the potential of accommodating the notion of drivers’ heterogeneous behavior whenever they are on roads. Concerning the above mentioned, this paper takes the lane to recognize th...

متن کامل

Shop Floor Production Community Design: Artificial Agents based Approach

We model automated shop floor production as a multiagent community. An artificial agent based approach has been developed to improve the design and control of such a community. The resulting community has two types of agents. The first is a cost simulation agent, and the second is an optimization agent whose learning mechanism is based on genetic algorithms. The output from the cost simulation ...

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

ذخیره در منابع من


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

برای دانلود 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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013