@inproceedings{43a9e5479c134eeb95ef85fbdf157d55,
title = "Cooperative game concepts in solving global optimization",
abstract = "Nowadays, cooperative game theory has been applied to many domains of human activities. In this study, the cooperative game concept needed for calculating Shapley value is used in solving global optimization. Precisely, the marginal contribution that an agent carries by joining a coalition is calculated as an increase in population diversity of coalition. This concept is incorporated into differential evolution and its self-adaptive variants jDE in order to show that distributing the monolithic population of solutions into more coalitions and their parallel evolution can improve the results of the original algorithms.",
keywords = "cooperative games, differential evolution, game theory, multiagent systems",
author = "Iztok Fister and Andres Iglesias and Akemi Galvez and Ser, {Javier Del} and Eneko Osaba",
note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 IEEE Congress on Evolutionary Computation, CEC 2019 ; Conference date: 10-06-2019 Through 13-06-2019",
year = "2019",
month = jun,
doi = "10.1109/CEC.2019.8789970",
language = "English",
series = "2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1525--1532",
booktitle = "2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings",
address = "United States",
}