Co-evolutionary learning with strategic coalition for multiagents

Evolutionary Learning of Multiagents Using Strategic Coalition in the IPD Game

Social and economic systems consist of complex interactions among its members. Their behaviors become adaptive according to changing environment. In many cases, an individual’s behaviors can be modeled by a stimulus-response system in a dynamic environment. In this paper, we use the Iterated Prisoner’s Dilemma (IPD) game, which is a simple model to deal with complex problems for dynamic systems...

Exploiting Coalition in Co-Evolutionary Learning

Adaptive behaviors often emerge through interactions between adjacent neighbors in dynamic systems, such as social and economic systems. In many cases, an individual’s behaviors can be modeled by a stimulusresponse system in a dynamic environment. In this paper, we use the Iterated Prisoner’s Dilemma (IPD) game, which is simple yet capable of dealing with complex problems, to model a dynamic sy...

Agent-Based Evolutionary Labor Market Model with Strategic Coalition

A real-world labor market has complex worksite interactions between a worker and an employer. This paper investigates the behavior patterns of workers and employers with a job capacity and a job concentration empirically considering a strategic coalition in an agent-based computational labor market. Here, the strategic coalition can be formed autonomously among workers and/or among employers. F...

Co-Evolution of Multiagents via Organizational-Learning Classifier System and its application to Marketing Simulation

Can Multiagents Learn in Organization? Analyzing Organizational-Learning Oriented Classi er System

Organizational-learning oriented Classi er System (OCS) is an extension of Learning Classi er Systems (LCSs) to multiagent environments with introducing the concepts of organizational learning (OL) in organization and management science. Unlike the conventional multiagent systems in the literature, which utilize speci c and elaborate techniques, OCS integrates four mechanisms from multi-strateg...