Competitive Innovation Diffusion in Small-World Network: Agent-Based Modeling and Simulation
نویسندگان
چکیده
منابع مشابه
Competitive Innovation Diffusion in Small-World Network: Agent-Based Modeling and Simulation
The main purpose of this paper is to analyze the dynamic process when two competitive innovations diffuse simultaneously in the small world network. To illustrate the micro diffusion process, an agent-based modeling and simulation method is applied. In the agent based model, there are two competitive innovations. Agents make decisions to adopt one of the innovations according to the utility val...
متن کاملMulti-agent-based simulation on technology innovation-diffusion in China
An innovation-diffusion model was developed with agent-based modelling (ABM); the model is used to study technical innovation and its diffusion process in China. The results are as follows: only a small fraction of firms conduct independent product-innovation, and most firms prefer imitation and/or purchases; most of the innovative firms are located in the East; approximately three or four tech...
متن کاملModeling and Analysis of Epidemic Diffusion within Small-World Network
To depict the rule of epidemic diffusion, two different models, the Susceptible-Exposure-InfectedRecovered-Susceptible SEIRS model and the Susceptible-Exposure-Infected-Quarantine-Recovered-Susceptible SEIQRS model, are proposed and analyzed within small-world network in this paper. Firstly, the epidemic diffusionmodels are constructedwithmean-filed theory, and condition for the occurrence of d...
متن کاملAgent-based simulation of innovation diffusion: a review
Mathematical modeling of innovation diffusion has attracted strong academic interest since the early 1960s. Traditional diffusion models have aimed at empirical generalizations and hence describe the spread of new products parsimoniously at the market level. More recently, agent-based modeling and simulation has increasingly been adopted since it operates on the individual level and, thus, can ...
متن کاملData-Driven Agent-based Modeling of Innovation Diffusion
We present a novel data-driven agent-based modeling framework to study innovation diffusion. Our first step is to learn a model of individual agent behavior from individual adoption characteristics. We then construct an agent-based simulation with the learned model embedded in artificial agents, and proceed to validate it using a holdout sequence of collective adoption decisions. Finally, we ex...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Technology and Investment
سال: 2012
ISSN: 2150-4059,2150-4067
DOI: 10.4236/ti.2012.33028