TY - GEN
T1 - Modeling multi-agent labor market based on co-evolutionary computation and game theory
AU - Kim, Hee Taek
AU - Cho, Sung Bae
PY - 2009
Y1 - 2009
N2 - In a real-world, labor market consist of employer and employee, and these individuals form relationship through mutual interactions. This paper mainly focuses on development of multi-agent based evolutionary labor market by using co-evolutionary computation and game theory. Co-evolutionary computation is used to define strategy of each agent dynamically, and game theory is used for modeling relationship between employee and employer. Gift exchange game is selected as game model regard to feature of proposed labor market framework. Various experiments were performed, and we analyzed the variation of interactions between employee and employer. Through the experimental result, we concluded that balanced power between employee and employer is important factor in maintenance and extension of labor market.
AB - In a real-world, labor market consist of employer and employee, and these individuals form relationship through mutual interactions. This paper mainly focuses on development of multi-agent based evolutionary labor market by using co-evolutionary computation and game theory. Co-evolutionary computation is used to define strategy of each agent dynamically, and game theory is used for modeling relationship between employee and employer. Gift exchange game is selected as game model regard to feature of proposed labor market framework. Various experiments were performed, and we analyzed the variation of interactions between employee and employer. Through the experimental result, we concluded that balanced power between employee and employer is important factor in maintenance and extension of labor market.
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U2 - 10.1109/CEC.2009.4983206
DO - 10.1109/CEC.2009.4983206
M3 - Conference contribution
AN - SCOPUS:70449849795
SN - 9781424429592
T3 - 2009 IEEE Congress on Evolutionary Computation, CEC 2009
SP - 2143
EP - 2148
BT - 2009 IEEE Congress on Evolutionary Computation, CEC 2009
T2 - 2009 IEEE Congress on Evolutionary Computation, CEC 2009
Y2 - 18 May 2009 through 21 May 2009
ER -