Complex Adaptive Systems Modeling最新文献

A modular multi-agent framework for innovation diffusion in changing business environments: conceptualization, formalization and implementation 变化商业环境中创新扩散的模块化多主体框架:概念化、形式化和实施

Complex Adaptive Systems Modeling Pub Date : 2020-07-24 DOI: 10.21203/rs.3.rs-47351/v1

S. Johanning, F. Scheller, Daniel Abitz, Claudius Wehner, T. Bruckner

{"title":"A modular multi-agent framework for innovation diffusion in changing business environments: conceptualization, formalization and implementation","authors":"S. Johanning, F. Scheller, Daniel Abitz, Claudius Wehner, T. Bruckner","doi":"10.21203/rs.3.rs-47351/v1","DOIUrl":"https://doi.org/10.21203/rs.3.rs-47351/v1","url":null,"abstract":"Understanding how innovations are accepted in a dynamic and complex market environment is a crucial factor for competitive advantage. To understand the relevant factors for this diffusion and to predict success, empirically grounded agent-based models have become increasingly popular in recent years. Despite the popularity of these innovation diffusion models, no common framework that integrates their diversity exists. This article presents a flexible, modular and extensible common description and implementation framework that allows to depict the large variety of model components found in existing models. The framework aims to provide a theoretically grounded description and implementation framework for empirically grounded agent-based models of innovation diffusion. It identifies 30 component requirements to conceptualize an integrated formal framework description. Based on this formal description, a java-based implementation allowing for flexible configuration of existing and future models of innovation diffusion is developed. As a variable decision support tool in decision-making processes on the adoption of innovations the framework is valuable for the investigation of a range of research questions on innovation diffusion, business model evaluation and infrastructure transformation.","PeriodicalId":55853,"journal":{"name":"Complex Adaptive Systems Modeling","volume":"8 1","pages":"1-32"},"PeriodicalIF":0.0,"publicationDate":"2020-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47465396","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 9

Review of cellular biophysics and modeling: a primer on the computational biology of excitable cells 细胞生物物理学与建模综述:可兴奋细胞的计算生物学入门

Complex Adaptive Systems Modeling Pub Date : 2020-06-08 DOI: 10.1186/s40294-020-00072-8

Q. A. Chaudhry

引用次数: 1

Multiobjective clustering algorithm for complex data in learning management systems 学习管理系统中复杂数据的多目标聚类算法

Complex Adaptive Systems Modeling Pub Date : 2020-04-28 DOI: 10.1186/s40294-020-00071-9

R. Ramadan, M. Alhaisoni, A. Khedr

引用次数: 2

False data injection attack (FDIA): an overview and new metrics for fair evaluation of its countermeasure 虚假数据注入攻击(FDIA):概述及公平评估其对策的新指标

Complex Adaptive Systems Modeling Pub Date : 2020-04-23 DOI: 10.1186/s40294-020-00070-w

Mohiuddin Ahmed, A. Pathan

引用次数: 54

Self-organizing topology for energy-efficient ad-hoc communication networks of mobile devices 移动设备节能自组织通信网络的自组织拓扑

Complex Adaptive Systems Modeling Pub Date : 2020-03-12 DOI: 10.21203/rs.3.rs-16912/v1

Indushree Banerjee, M. Warnier, F. Brazier

{"title":"Self-organizing topology for energy-efficient ad-hoc communication networks of mobile devices","authors":"Indushree Banerjee, M. Warnier, F. Brazier","doi":"10.21203/rs.3.rs-16912/v1","DOIUrl":"https://doi.org/10.21203/rs.3.rs-16912/v1","url":null,"abstract":"When physical communication network infrastructures fail, infrastructure-less communication networks such as mobile ad-hoc networks (MANET), can provide an alternative. This, however, requires MANETs to be adaptable to dynamic contexts characterized by the changing density and mobility of devices and availability of energy sources. To address this challenge, this paper proposes a decentralized context-adaptive topology control protocol. The protocol consists of three algorithms and uses preferential attachment based on the energy availability of devices to form a loop-free scale-free adaptive topology for an ad-hoc communication network. The proposed protocol has a number of advantages. First, it is adaptive to the environment, hence applicable in scenarios where the number of participating mobile devices and their availability of energy resources is always changing. Second, it is energy-efficient through changes in the topology. This means it can be flexibly combined with different routing protocols. Third, the protocol requires no changes on the hardware level. This means it can be implemented on all current phones, without any recalls or investments in hardware changes. The evaluation of the protocol in a simulated environment confirms the feasibility of creating and maintaining a self-adaptive ad-hoc communication network, consisting of multitudes of mobile devices for reliable communication in a dynamic context.","PeriodicalId":55853,"journal":{"name":"Complex Adaptive Systems Modeling","volume":"8 1","pages":"1-21"},"PeriodicalIF":0.0,"publicationDate":"2020-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41646467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 13

Formal approach to model complex adaptive computing systems 复杂自适应计算系统建模的形式化方法

Complex Adaptive Systems Modeling Pub Date : 2020-02-12 DOI: 10.1186/s40294-020-0069-7

A. Jarrar, Abderrahim Ait Wakrime, Y. Balouki

引用次数: 3

Review of “The Model Thinker” by Scott Page 斯科特·佩奇的《模范思考者》书评

Complex Adaptive Systems Modeling Pub Date : 2020-01-03 DOI: 10.1186/s40294-019-0068-8

M. Niazi, László Barna Iantovics, Anatoly Temkin

引用次数: 2

A tale of lock-free agents: towards Software Transactional Memory in parallel Agent-Based Simulation 无锁代理的故事：面向并行代理仿真中的软件事务存储器

Complex Adaptive Systems Modeling Pub Date : 2019-12-01 DOI: 10.1186/s40294-019-0067-9

Jonathan Thaler, Peer-Olaf Siebers

引用次数: 1

Review of design optimization of fluid machinery: applying computational fluid dynamics and numerical optimization 流体机械设计优化综述：应用计算流体力学和数值优化

Complex Adaptive Systems Modeling Pub Date : 2019-12-01 DOI: 10.1186/s40294-019-0063-0

Q. A. Chaudhry, Q. Al‐Mdallal

引用次数: 10

Review of “Exploratory Social Network Analysis with Pajek” by Wouter De Nooy, Andrej Mrvar and Vladimir Batageli 回顾Wouter De Nooy, Andrej Mrvar和Vladimir Batageli的“探索性社会网络分析与Pajek”

Complex Adaptive Systems Modeling Pub Date : 2019-12-01 DOI: 10.1186/s40294-019-0062-1

M. Niazi, Athanasios V. Vasilakos, Anatoly Temkin

引用次数: 5