Evolutionary Computing and Artificial Intelligence
Essays Dedicated to Takao Terano on the Occasion of His Retirement
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Chapter
Can a Large Language Model Generate Plausible Business Cases from Agent-Based Simulation Results?
This paper describes new applications of a Large Language Model (LLM) for business domains. So far, we have conducted research on agent-based simulation models to uncover complex socio-technical systems. Howev...
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Chapter
Agent Modeling, Gaming Simulation, and Their Formal Description
Both agent modeling and gaming simulation are useful tools for complex business decision-making tasks. However, to utilize the tools in practical business situations, we must integrate them from abstract viewp...
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Chapter and Conference Paper
A Customer Experience Map** for Knowledge Extraction from Social Simulation Results
Various methodologies have been proposed for extracting knowledge from the output results and logs of social simulations. Such analysis methods are important not only for model developers and analysts, but als...
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Article
Open AccessAnalyzing Promising Researchers Using Network Centralities of Co-authorship Networks from Academic Literature
We propose a new way of using the betweenness centrality measure with co-author networks from an academic literature database to evaluate young researchers. It is difficult to discover and evaluate promising y...
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Reference Work Entry In depth
A Perspective on Agent-Based Modeling in Social System Analysis
Agent-based modeling (ABM) is one of the cutting-edge techniques to understand various social phenomena from global issues to individual group behaviors. ABM focuses from global phenomena to individuals in the...
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Chapter
Amalgamating Agent and Gaming Simulation to Understand Social-Technical Systems
Agent simulation is a tool to know about a could-be world. Also, gaming simulation is a language to communicate the future. This chapter discusses a new approach to understand complex socio-technical systems t...
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Chapter and Conference Paper
A Customer Experience Map** Model for Business Case Description of Innovation and Value Co-creation
We propose a map** model for describing transition processes of customer experiences in business innovation cases. Named as System Experience Boundaries Map (SEBM), this map** model mainly focuses on bound...
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Chapter
Understanding Disruptive Innovation Through Evolutionary Computation Principles
This chapter explores the nature of innovation from the perspectives of evolutionary computation principles. So far, the disciplines of innovation have been mainly discussed in management science literature, h...
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Chapter
Decision-Making of Burden Distribution for Blast Furnace
Burden distribution affects the whole process of iron-making in a blast furnace (BF), including the distribution of the gas flow, the quality and production of the pig iron, and the consumption of the energy. ...
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Article
Product development team formation: effects of organizational- and product-related factors
Although the performance of new product development (PD) is dependent on the structure and formation of design teams, effective configuration of the PD teams remains largely unexplored. According to social net...
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Chapter and Conference Paper
A Formal, Descriptive Model for the Business Case of Managerial Decision-Making
This paper proposes a formal descriptive model of organizational decision-making called the Managerial Decision-Making Description Model (MDDM). This model introduces visual representations to describe manager...
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Living Reference Work Entry In depth
A Perspective on Agent-Based Modeling in Social System Analysis
Agent-based modeling (ABM) is one of the cutting-edge techniques to understand various social phenomena from global issues to individual group behaviors. ABM focuses from global phenomena to individuals in the...
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Chapter and Conference Paper
Analysis of the Effect of Financial Regulation on Market Collapse Process in Financial Network
This study focuses on the influence of the market collapse process of financial institutions under financial regulation on financial systems. For this purpose, the authors expand simulation models of systemic ...
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Book
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Chapter
Debriefing Framework for Business Games Using Simulation Analysis
Researchers are aware of the importance of debriefing in gaming. However, there has been little progress in establishing a methodology for evaluating player behavior. Therefore, we propose a framework to supp...
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Chapter and Conference Paper
Finding the Better Solutions for the Smart Meter Gateway Placement in a Power Distribution System Through an Evolutionary Algorithm
In this paper, we propose an evolutionary computation algorithm to find the better solutions for the smart meter gateway placement problem for electric power distribution system. In a given business situation,...
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Chapter and Conference Paper
Simulation of the Effect of Financial Regulation on the Stability of Financial Systems and Financial Institution Behavior
This study focuses on the influence of financial institutions’ behavior under financial regulation on financial systems. For this purpose, the authors propose simulation models of systemic risks expressing fi...
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Chapter
This Is How I Feel About Complex Systems
It has been around for nearly 40 years since I joined with the academic world in computer science related areas. Because I prefer to concrete real world topics, I, as a system scientist, usually research and d...
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Chapter
A Formal Model of Managerial Decision Making for Business Case Description
This paper proposes a novel formal description model of organizational decision-making: the Managerial Decision-Making Description Model (MDDM). This model introduces a four terminal element representation to...
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Chapter
Gallery for Evolutionary Computation and Artificial Intelligence Researches: Where Do We Come from and Where Shall We Go
D’où venons-nous? Que sommes-nous? Où allons-nous? (Where do we come from? What are we? Where are we going?) is the title of a famous painting by Paul Gauguin created in his Tahiti days. The title raises very ...
