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- ArticleJanuary 2023
Generating Explanatory Saliency Maps for Mixed Traffic Flow Using a Behaviour Cloning Model
Multi-Agent-Based Simulation XXIIIPages 107–120https://doi.org/10.1007/978-3-031-22947-3_9AbstractMulti-agent mixed traffic modelling and simulation are needed for safety estimation of traffic situations. Many of the most accurate traffic prediction models use deep learning methods that are considered black box models. This means that the ...
- ArticleJanuary 2023
School’s Out? Simulating Schooling Strategies During COVID-19
Multi-Agent-Based Simulation XXIIIPages 95–106https://doi.org/10.1007/978-3-031-22947-3_8AbstractMulti-agent based systems offer the possibility to examine the effects of policies down to specific target groups while also considering the effects on a population-level scale. To examine the impact of different schooling strategies, an agent-...
- ArticleJanuary 2023
Surrogate Modeling of Agent-Based Airport Terminal Operations
Multi-Agent-Based Simulation XXIIIPages 82–94https://doi.org/10.1007/978-3-031-22947-3_7AbstractThe airport terminals are complex sociotechnical systems, which are difficult to understand and their behavior is hard to predict. Hence, an agent-based model, the Agent-based Airport Terminal Operation Model (AATOM), has been designed to ...
- ArticleJanuary 2023
Reconsidering an Agent-Based Model of Food Web Evolution
Multi-Agent-Based Simulation XXIIIPages 70–81https://doi.org/10.1007/978-3-031-22947-3_6AbstractThis paper reimplements and extends a prior agent-based model of food web evolution. The earlier work attempted to replicate the results achieved by a system dynamics model of food web evolution, but failed to achieve the diversity or realistic ...
- ArticleJanuary 2023
Simulating Work Teams Using MBTI Agents
Multi-Agent-Based Simulation XXIIIPages 57–69https://doi.org/10.1007/978-3-031-22947-3_5AbstractThe study of human behavior in organizational environments has been the focus of researchers who seek to identify factors that may influence high-performance team building. In this context, agent-based simulations have been used to model ...
- ArticleJanuary 2023
The Influence of National Culture on Evacuation Response Behaviour and Time: An Agent-Based Approach
Multi-Agent-Based Simulation XXIIIPages 41–56https://doi.org/10.1007/978-3-031-22947-3_4Abstract“How does culture, in combination with cues, settings and affiliation, influence response-phase behaviour and time and total evacuation time?”. A questionnaire and an agent-based model for a case study of a library evacuation in Czech Republic, ...
- ArticleJanuary 2023
An Agent-Based Model of Horizontal Mergers
Multi-Agent-Based Simulation XXIIIPages 28–40https://doi.org/10.1007/978-3-031-22947-3_3AbstractThis paper is about the agentization of a horizontal mergers model. In this model, firms are either in a differentiated products Bertrand competition, in which they choose prices in order to maximize their profits, or in a Cournot competition, in ...
- ArticleJanuary 2023
Agents Dealing with Norms and Regulations
Multi-Agent-Based Simulation XXIIIPages 134–146https://doi.org/10.1007/978-3-031-22947-3_11AbstractNorms influence behaviour in many ways. In situations such as the COVID-19 pandemic where the effect of policies on the spread of the virus is evaluated, this leads to disputes about their effectiveness. In order to build agent-based social ...
- ArticleJanuary 2023
Challenges for Multi-Agent Based Agricultural Workforce Management
Multi-Agent-Based Simulation XXIIIPages 121–133https://doi.org/10.1007/978-3-031-22947-3_10AbstractMulti-agent task allocation methods seek to distribute a set of tasks fairly amongst a set of agents. In real-world settings, such as soft fruit farms, human labourers undertake harvesting tasks, assigned by farm managers. The work here explores ...
- ArticleJanuary 2023
Land Use Management Using Multi-Agent Based Simulation in a Watershed in South of the Brazil
Multi-Agent-Based Simulation XXIIIPages 1–15https://doi.org/10.1007/978-3-031-22947-3_1AbstractThe change in land use in a region can have huge impacts on the environment. For land use management to be effective, it is necessary to explore the region of interest, its behavior, and the impact of each change. This study aims to present the ...