非线性扩散模型的分岔分析:评价周期对技术扩散的影响

Rakesh Kumar , Anuj Kumar Sharma , Kulbhushan Agnihotri
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引用次数: 6

摘要

本文提出了一种涉及非采用者群体和采用者群体相互作用的非线性修正Bass模型来描述存在评估期(时滞)的新技术扩散过程。其基本目的是模拟那些需要较高投资和需要政府补贴在各种市场推广的技术的扩散。我们使用政府激励措施和外部因素形式的成本,以及内部口碑,这些因素对不采纳者的决定有很大影响。进行了定性分析,以确定各种平衡的稳定性。当时滞超过某一临界值时,Hopf分岔发生在正平衡点附近。应用泛函微分方程的范式理论和中心流形约简,得到了具有分岔周期解稳定性的显式公式。此外,在创新扩散模型中,种内竞争对成熟度阶段的建立起了重要作用。数值分析已经进行,以证明我们的分析结果的正确性。
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Bifurcation analysis of a nonlinear diffusion model: Effect of evaluation period for the diffusion of a technology

A nonlinear modified form of Bass model involving the interactions of non-adopter and adopter populations has been proposed to describe the process of diffusion of a new technology in the presence of evaluation period (time delay). The basic aim is to model the diffusion of those technologies which require higher investments, and which require government subsidies for promotions in the various markets. We use government incentives and the costs in the form of external factors, as well as the internal word of mouth that considerably influence the non-adopters decisions. A qualitative analysis has been performed to determine the stability of the various equilibria. The Hopf bifurcation occurs near the positive equilibrium when the time delay passes some critical values. By applying the normal form theory and the center manifold reduction for functional differential equations, explicit formulae presenting stability properties of bifurcating periodic solutions have been computed. Moreover, the intra-specific competition has played an important role in establishing the maturity stage in the innovation diffusion model. Numerical analysis has been carried out to justify the correctness of our analytical findings.

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来源期刊
Arab Journal of Mathematical Sciences
Arab Journal of Mathematical Sciences Mathematics-Mathematics (all)
CiteScore
1.20
自引率
0.00%
发文量
17
审稿时长
8 weeks
期刊最新文献
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