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Induction over Strategic Agents: a genetic algorithm solution

delete2008-12-03
delete5
PRE
AI
F
Fidan Boylu *
H
Haldun Aytuğ
G
Gary J. Kœhler
DOI:10.1007/s10479-008-0485-0delete
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Abstract

Abstract

En 中文
We study the problem called Induction over Strategic Agents. This problem has proven hard to solve, even for small problems. We start by reducing the problem to an unconstrained search over waae (n) . Once we accomplish this, we develop a Genetic Algorithm to perform this search. We compare our results to those obtained on a Mixed Integer formulation.
Keywords:
Discriminant analysis
Principal-agent
Strategic gaming
Generalization
Adversarial learning
Genetic algorithms

Journal

Annals of Operations Research cover
Annals of Operations Research
IF:
4.5
Papers:
8.0K
Citations:
2.1W

Organization

State University System of Florida cover
State University System of Florida
Scholars:
12.7W
Papers: 10.9W
Citations: 130
U
University of Connecticut
Scholars:
2.4W
Papers: 2.2W
Citations: 2.5W