Pub Date : 2020-07-24DOI: 10.21203/rs.3.rs-47351/v1
S. Johanning, F. Scheller, Daniel Abitz, Claudius Wehner, T. Bruckner
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.
{"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}
Pub Date : 2020-06-08DOI: 10.1186/s40294-020-00072-8
Q. A. Chaudhry
{"title":"Review of cellular biophysics and modeling: a primer on the computational biology of excitable cells","authors":"Q. A. Chaudhry","doi":"10.1186/s40294-020-00072-8","DOIUrl":"https://doi.org/10.1186/s40294-020-00072-8","url":null,"abstract":"","PeriodicalId":55853,"journal":{"name":"Complex Adaptive Systems Modeling","volume":"43 1","pages":"1-4"},"PeriodicalIF":0.0,"publicationDate":"2020-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40294-020-00072-8","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"65845088","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}
Pub Date : 2020-04-28DOI: 10.1186/s40294-020-00071-9
R. Ramadan, M. Alhaisoni, A. Khedr
{"title":"Multiobjective clustering algorithm for complex data in learning management systems","authors":"R. Ramadan, M. Alhaisoni, A. Khedr","doi":"10.1186/s40294-020-00071-9","DOIUrl":"https://doi.org/10.1186/s40294-020-00071-9","url":null,"abstract":"","PeriodicalId":55853,"journal":{"name":"Complex Adaptive Systems Modeling","volume":" ","pages":"1-14"},"PeriodicalIF":0.0,"publicationDate":"2020-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40294-020-00071-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45967538","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}
Pub Date : 2020-04-23DOI: 10.1186/s40294-020-00070-w
Mohiuddin Ahmed, A. Pathan
{"title":"False data injection attack (FDIA): an overview and new metrics for fair evaluation of its countermeasure","authors":"Mohiuddin Ahmed, A. Pathan","doi":"10.1186/s40294-020-00070-w","DOIUrl":"https://doi.org/10.1186/s40294-020-00070-w","url":null,"abstract":"","PeriodicalId":55853,"journal":{"name":"Complex Adaptive Systems Modeling","volume":"8 1","pages":"1-14"},"PeriodicalIF":0.0,"publicationDate":"2020-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40294-020-00070-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44131980","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}
Pub Date : 2020-03-12DOI: 10.21203/rs.3.rs-16912/v1
Indushree Banerjee, M. Warnier, F. Brazier
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.
{"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}
Pub Date : 2020-02-12DOI: 10.1186/s40294-020-0069-7
A. Jarrar, Abderrahim Ait Wakrime, Y. Balouki
{"title":"Formal approach to model complex adaptive computing systems","authors":"A. Jarrar, Abderrahim Ait Wakrime, Y. Balouki","doi":"10.1186/s40294-020-0069-7","DOIUrl":"https://doi.org/10.1186/s40294-020-0069-7","url":null,"abstract":"","PeriodicalId":55853,"journal":{"name":"Complex Adaptive Systems Modeling","volume":"8 1","pages":"1-35"},"PeriodicalIF":0.0,"publicationDate":"2020-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40294-020-0069-7","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43726720","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}
Pub Date : 2020-01-03DOI: 10.1186/s40294-019-0068-8
M. Niazi, László Barna Iantovics, Anatoly Temkin
{"title":"Review of “The Model Thinker” by Scott Page","authors":"M. Niazi, László Barna Iantovics, Anatoly Temkin","doi":"10.1186/s40294-019-0068-8","DOIUrl":"https://doi.org/10.1186/s40294-019-0068-8","url":null,"abstract":"","PeriodicalId":55853,"journal":{"name":"Complex Adaptive Systems Modeling","volume":"8 1","pages":"1-3"},"PeriodicalIF":0.0,"publicationDate":"2020-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40294-019-0068-8","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48178686","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}
Pub Date : 2019-12-01DOI: 10.1186/s40294-019-0067-9
Jonathan Thaler, Peer-Olaf Siebers
{"title":"A tale of lock-free agents: towards Software Transactional Memory in parallel Agent-Based Simulation","authors":"Jonathan Thaler, Peer-Olaf Siebers","doi":"10.1186/s40294-019-0067-9","DOIUrl":"https://doi.org/10.1186/s40294-019-0067-9","url":null,"abstract":"","PeriodicalId":55853,"journal":{"name":"Complex Adaptive Systems Modeling","volume":"7 1","pages":"1-28"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40294-019-0067-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46688221","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}
Pub Date : 2019-12-01DOI: 10.1186/s40294-019-0063-0
Q. A. Chaudhry, Q. Al‐Mdallal
{"title":"Review of design optimization of fluid machinery: applying computational fluid dynamics and numerical optimization","authors":"Q. A. Chaudhry, Q. Al‐Mdallal","doi":"10.1186/s40294-019-0063-0","DOIUrl":"https://doi.org/10.1186/s40294-019-0063-0","url":null,"abstract":"","PeriodicalId":55853,"journal":{"name":"Complex Adaptive Systems Modeling","volume":" ","pages":"1-3"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40294-019-0063-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46550331","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}
Pub Date : 2019-12-01DOI: 10.1186/s40294-019-0062-1
M. Niazi, Athanasios V. Vasilakos, Anatoly Temkin
{"title":"Review of “Exploratory Social Network Analysis with Pajek” by Wouter De Nooy, Andrej Mrvar and Vladimir Batageli","authors":"M. Niazi, Athanasios V. Vasilakos, Anatoly Temkin","doi":"10.1186/s40294-019-0062-1","DOIUrl":"https://doi.org/10.1186/s40294-019-0062-1","url":null,"abstract":"","PeriodicalId":55853,"journal":{"name":"Complex Adaptive Systems Modeling","volume":"7 1","pages":"1-3"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40294-019-0062-1","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44912641","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}
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