scholarly journals Principles and State of the Art of Agent-Based Migration Modelling

2021 ◽  
pp. 33-49
Author(s):  
Martin Hinsch ◽  
Jakub Bijak
Keyword(s):  
Complex Systems ◽  
Analytical Approach ◽  
State Of The Art ◽  
Social Systems ◽  
Simulation Modelling ◽  
Migration Route ◽  
Individual Behaviour ◽  
Agent Based ◽  
Practical Advice ◽  
Current State

AbstractMigration as an individual behaviour as well as a macro-level phenomenon happens as part of hugely complex social systems. Understanding migration and its consequences therefore necessitates adopting a careful analytical approach using appropriate tools, such as agent-based models. Still, any model can only be specific to the question it attempts to answer. This chapter provides a general discussion of the key tenets related to modelling complex systems, followed by a review of the current state of the art in the simulation modelling of migration. The subsequent focus of the discussion on the key principles for modelling migration processes, and the context in which they occur, allows for identifying the main knowledge gaps in the existing approaches and for providing practical advice for modellers. In this chapter, we also introduce a model of migration route formation, which is subsequently used as a running example throughout this book.

Simulation of HIV Infection Propagation Networks

2013 ◽  
Vol 5 (1) ◽  
pp. 53-63 ◽  
Author(s):  
Alfredo Tirado-Ramos ◽  
Chris Kelley
Keyword(s):  
High Risk ◽  
Drug Users ◽  
Hiv Transmission ◽  
State Of The Art ◽  
Complex Nature ◽  
Model Framework ◽  
Agent Based ◽  
Current State ◽  
Future Work ◽  
Risk Infection

Simulating the transmission of HIV requires a model framework that can account for the complex nature of HIV transmission. In this paper the authors present the current state of the art for simulating HIV with agent-based models and highlight some of the significant contributions of current research. The authors then propose opportunities for future work including their plan that involves identifying and monitoring high-risk drug users that can potentially initiate high-risk infection propagation networks.

scholarly journals Situating agent-based modelling in population health research

2021 ◽  
Vol 18 (1) ◽  
Author(s):  
Eric Silverman ◽  
Umberto Gostoli ◽  
Stefano Picascia ◽  
Jonatan Almagor ◽  
Mark McCann ◽  
...  
Keyword(s):  
Complex Systems ◽  
Population Health ◽  
Health Research ◽  
Intervention Development ◽  
Epidemiological Methods ◽  
Agent Based ◽  
Agent Based Modelling ◽  
Complex Systems Theory ◽  
Current State ◽  
Core Concepts

AbstractToday’s most troublesome population health challenges are often driven by social and environmental determinants, which are difficult to model using traditional epidemiological methods. We agree with those who have argued for the wider adoption of agent-based modelling (ABM) in taking on these challenges. However, while ABM has been used occasionally in population health, we argue that for ABM to be most effective in the field it should be used as a means for answering questions normally inaccessible to the traditional epidemiological toolkit. In an effort to clearly illustrate the utility of ABM for population health research, and to clear up persistent misunderstandings regarding the method’s conceptual underpinnings, we offer a detailed presentation of the core concepts of complex systems theory, and summarise why simulations are essential to the study of complex systems. We then examine the current state of the art in ABM for population health, and propose they are well-suited for the study of the ‘wicked’ problems in population health, and could make significant contributions to theory and intervention development in these areas.

scholarly journals Möglichkeiten und Grenzen der Analyse von Holzmärkten

2012 ◽  
Vol 163 (10) ◽  
pp. 396-400 ◽  
Author(s):  
Roland Olschewski ◽  
Oliver Thees
Keyword(s):  
State Of The Art ◽  
Agent Based Modeling ◽  
Behavioural Economics ◽  
Future Market ◽  
Individual Behaviour ◽  
Agent Based ◽  
Market Participants ◽  
Real Market ◽  
The Individual ◽  
Forest Economic

Chances and limits of the analysis of wood markets Recent approaches of behavioural economics and agent-based modeling can enhance knowledge about market processes and results and widen the focus for the assessment of future market developments by emphasising the individual behaviour of market participants and scenario techniques. In this article we resume possible contributions of the particular approaches to better describe, explain and forecast real market developments. The exposition is based on state-of-the-art knowledge and reflects insights gained during the 8th Forest Economic Seminar in autumn 2011, where researchers and practitioners presented their findings.

scholarly journals Advances in the agent-based modeling of economic and social behavior

2021 ◽  
Vol 1 (7) ◽  
Author(s):  
Mitja Steinbacher ◽  
Matthias Raddant ◽  
Fariba Karimi ◽  
Eva Camacho Cuena ◽  
Simone Alfarano ◽  
...  
Keyword(s):  
Social Behavior ◽  
Laboratory Experiments ◽  
State Of The Art ◽  
Social Systems ◽  
Agent Based Modeling ◽  
Data Sources ◽  
Future Research ◽  
Economic Networks ◽  
Agent Based ◽  
Agent Behavior

AbstractIn this review we discuss advances in the agent-based modeling of economic and social systems. We show the state of the art of the heuristic design of agents and how behavioral economics and laboratory experiments have improved the modeling of agent behavior. We further discuss how economic networks and social systems can be modeled and we discuss novel methodology and data sources. Lastly, we present an overview of estimation techniques to calibrate and validate agent-based models and show avenues for future research.

scholarly journals Game Science: Foundations and Perspectives

2018 ◽  
Vol 49 (3) ◽  
pp. 199-206 ◽  
Author(s):  
Willy C. Kriz ◽  
J. Tuomas Harviainen ◽  
Timothy C. Clapper
Keyword(s):  
State Of The Art ◽  
Social Systems ◽  
Systems Design ◽  
The Body ◽  
Game Studies ◽  
Body Of Knowledge ◽  
Gaming Simulation ◽  
Current State ◽  
Introductory Article ◽  
Social Systems Design

Background. Game studies offer cross-disciplinary perspectives, but the body of knowledge is not yet in the form of a cohesive game science paradigm. Klabbers (2018a) argues that a comprehensive and coherent view on game science is needed that connects three levels of inquiry: the philosophy of science level, the science level, and the application level. Aim. This single-theme symposium issue On the Architecture of Game Science is especially devoted to the reflection and discussion on the foundations and principles of gaming and simulation. Method. Raising a debate among scholars and professionals, addressing the questions and frame-of-reference presented in the introductory article of Klabbers (2018a) and completed by his rebuttal. Results. The contributions range from the linkages between game science and complex social systems design through gaming simulation, to gamification science, and game studies, focusing on the ludosphere and the growing field of digital games. Conclusion. The articles present an overview of the current state of the art, craft, and science of gaming simulation, gamification and game studies. They present a stimulating and challenging debate, and a good basis for advancing the principles and foundations of game science.

scholarly journals The State of the Art in Smart Grid Domain: A Network Modeling Approach

2020 ◽  
Vol 11 (4) ◽  
pp. 201-230
Author(s):  
Waseem AKRAM ◽  
◽  
Saba NOOR ◽  
Awais MANZOOR ◽  
◽  
...  
Keyword(s):  
Smart Grid ◽  
Analytical Approach ◽  
Visual Analysis ◽  
Web Of Science ◽  
Scientific Literature ◽  
State Of The Art ◽  
Network Modeling ◽  
Scientometric Analysis ◽  
Agent Based ◽  
Grid Domain

. Scientometric analysis is a useful tool to perform a comprehensive bibliographic review. It allows not only to understand the key areas of research but also provide visual representation of each entity involve in the research. In this study, we provide a detailed statistical as well as visual analysis of agent-based smart grid research by adopting complex network-based analytical approach. The study covers all scientific literature available online in Web of Science database. We are interested in identification of key papers, authors, and journals. Furthermore, we also investigate core countries, institutions, and categories.

Behavioral Genetics: Concepts for Research and Practice in Language Development and Disorders

1995 ◽  
Vol 38 (5) ◽  
pp. 1126-1142 ◽  
Author(s):  
Jeffrey W. Gilger
Keyword(s):  
Language Development ◽  
Behavioral Genetics ◽  
State Of The Art ◽  
Genetic Research ◽  
Great Promise ◽  
Behavioral Genetic ◽  
Fine Grained ◽  
Future Goals ◽  
Current State ◽  
Research Designs

This paper is an introduction to behavioral genetics for researchers and practioners in language development and disorders. The specific aims are to illustrate some essential concepts and to show how behavioral genetic research can be applied to the language sciences. Past genetic research on language-related traits has tended to focus on simple etiology (i.e., the heritability or familiality of language skills). The current state of the art, however, suggests that great promise lies in addressing more complex questions through behavioral genetic paradigms. In terms of future goals it is suggested that: (a) more behavioral genetic work of all types should be done—including replications and expansions of preliminary studies already in print; (b) work should focus on fine-grained, theory-based phenotypes with research designs that can address complex questions in language development; and (c) work in this area should utilize a variety of samples and methods (e.g., twin and family samples, heritability and segregation analyses, linkage and association tests, etc.).

Schizophrenia Research: Current State of the Art

1976 ◽  
Vol 21 (7) ◽  
pp. 497-498
Author(s):  
STANLEY GRAND
Keyword(s):  
State Of The Art ◽  
Current State

Umbral Calculus

10.37236/24 ◽  
2002 ◽  
Vol 1000 ◽  
Author(s):  
A. Di Bucchianico ◽  
D. Loeb
Keyword(s):  
19Th Century ◽  
Finite Differences ◽  
State Of The Art ◽  
Umbral Calculus ◽  
Current State ◽  
Logical Foundation ◽  
Complete Bibliography ◽  
The 19Th Century ◽  
Mathematical Literature

We survey the mathematical literature on umbral calculus (otherwise known as the calculus of finite differences) from its roots in the 19th century (and earlier) as a set of “magic rules” for lowering and raising indices, through its rebirth in the 1970’s as Rota’s school set it on a firm logical foundation using operator methods, to the current state of the art with numerous generalizations and applications. The survey itself is complemented by a fairly complete bibliography (over 500 references) which we expect to update regularly.

Sign in / Sign up

Export Citation Format

Share Document