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We propose a model for the diffusion of several products competing in a common market based on the generalization of the Ising model of statiscal mechanics (Potts model). Using an agent based implementation, we analyze two problems: (i) a…

应用统计 · 统计学 2015-06-16 Carlos E. Laciana , Nicolas Oteiza Aguirre

In this work, the aim is to study the diffusion of innovation of two competing products. The main focus has been to understand the effects of the competitive dynamic market on the diffusion of innovation. The global smartphone operating…

物理与社会 · 物理学 2021-03-16 Semra Gunduc

To study the effect of boundaries on diffusion of new products, we introduce two novel analytic tools: The indifference principle, which enables us to explicitly compute the aggregate diffusion on various networks, and the dominance…

社会与信息网络 · 计算机科学 2019-04-15 Gadi Fibich , Tomer Levin , Oren Yakir

We present a linear agent based model on brand competition. Each agent belongs to one of the two brands and interacts with its nearest neighbors. In the process the agent can decide to change to the other brand if the move is beneficial.…

物理与社会 · 物理学 2016-09-08 L. Casillas , F. J. Espinosa , R. Huerta-Quintanilla , M. Rodriguez-Achach

The Bass model, which is an effective forecasting tool for innovation diffusion based on large collections of empirical data, assumes an homogeneous diffusion process. We introduce a network structure into this model and we investigate…

物理与社会 · 物理学 2017-05-03 M. L. Bertotti , J. Brunner , G. Modanese

We study a two-species cross-diffusion model that is inspired by a system of convection-diffusion equations derived from an agent-based model on a two-dimensional discrete lattice. The latter model has been proposed to simulate gang…

偏微分方程分析 · 数学 2021-10-19 Alethea B. T. Barbaro , Nancy Rodriguez , Havva Yoldaş , Nicola Zamponi

The study of competition among brands in a common category is an interesting strategic issue for involved firms. Sales monitoring and prediction of competitors' performance represent relevant tools for management. In the pharmaceutical…

应用统计 · 统计学 2016-02-10 Renato Guseo , Cinzia Mortarino

The difference diffusion model with two equilibrium states is given by a stochastic equation with two components: the predicted one, which is determined by the regression function of increments with two equilibriums, and the stochastic one,…

概率论 · 数学 2020-08-11 D. Koroliouk , V. S. Koroliuk

We develop an agent-based model on a lattice to investigate territorial development motivated by markings such as graffiti, generalizing a previously-published model to account for $K$ groups instead of two groups. We then analyze this…

物理与社会 · 物理学 2021-04-27 Abdulaziz Alsenafi , Alethea B. T. Barbaro

It is shown that the critical properties of a recently studied model for non-equilibrium wetting are robust if one extends the dynamic rules by single-particle diffusion on terraces of the wetting layer. Examining the behavior at the…

统计力学 · 物理学 2016-08-16 S. Rössner , H. Hinrichsen

An analytic model is presented that considers the evolution of a market of durable goods. The model suggests that after introduction goods spread always according to a Bass diffusion. However, this phase will be followed by a diffusion…

综合金融 · 定量金融 2013-06-17 Joachim Kaldasch

In this paper, we propose an agent-based model of information spread, grounded on psychological insights on the formation and spread of beliefs. In our model, we consider a network of individuals who share two opposing types of information…

物理与社会 · 物理学 2025-01-13 Julien Corsin , Lorenzo Zino , Mengbin Ye

In this work, we consider the spatial-temporal multi-species competition model. A mathematical model is described by a coupled system of nonlinear diffusion-reaction equations. We use a finite volume approximation with semi-implicit time…

数值分析 · 数学 2022-09-08 Maria Vasilyeva , Youwen Wang , Sergei Stepanov , Alexey Sadovski

We consider a two dimensional Turing like system with two diffusing species which interact with each other. Considering the species to be charged, we include the effect of an electric field along a given direction which can lead to a drift…

其他凝聚态物理 · 物理学 2008-12-31 B K Agarwalla , J K Bhattacharjee , P Titum

We propose a generalization of the Bass diffusion model in discrete-time that explicitly models the effect of price in adoption. Our model is different from earlier price-incorporated models and fits well to adoption data for various…

系统与控制 · 电气工程与系统科学 2025-12-04 Yijin Wang , Subhonmesh Bose

Does a new product spread faster among heterogeneous or homogeneous consumers? We analyze this question using the stochastic discrete Bass model, in which consumers may differ in their individual external influence rates $\{p_j \}$ and in…

最优化与控制 · 数学 2022-01-28 Gadi Fibich , Amit Golan

The aim of this work is to study the effect of diffusion on the stability of the equilibria in a general two-components reaction-diffusion system with Neumann boundary conditions in the space of continuous functions. As by product, we…

偏微分方程分析 · 数学 2023-12-19 Francisco J. Vielma-Leal , Miguel A. D. R. Palma , Miguel Montenegro-Concha

Simulation serves as a third way of doing science, in contrast to both induction and deduction. The web based modeling may considerably facilitate the execution of simulations by other people. We present examples of agent-based and…

物理与社会 · 物理学 2011-04-15 V. Daniunas , V. Gontis , A. Kononovicius

In this paper, we investigate the effect of brand in market competition. Specifically, we propose a variant Hotelling model where companies and customers are represented by points in an Euclidean space, with axes being product features. $N$…

计算机科学与博弈论 · 计算机科学 2016-04-07 Zhixuan Fang , Longbo Huang

This paper synthesises the existing research on the dynamics of innovation diffusion, with a focus on Bass-type models and their extensions. The theoretical foundation of innovation diffusion proposed by Rogers (1962) and the seminal work…

综合经济学 · 经济学 2026-02-24 Nicolas Langrené , Rui Liu , Xiangqin Wu , Tianhao Zhi
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