Title :
Using evolutionary computation as models/tools for human decision making and creativity research
Author :
Sayama, Hiroki ; Dionne, Shelley D.
Author_Institution :
Collective Dynamics of Complex Syst. Res. Group, Binghamton Univ., Binghamton, NY, USA
Abstract :
This paper presents a review of our recently completed interdisciplinary research project “Evolutionary Perspective on Collective Decision Making” that was conducted through close collaboration between computational, organizational and social scientists at Binghamton University. In this project, we utilized Evolutionary Computation in several non-traditional ways-(l) as a theoretical framework for reinterpreting the dynamics of collective human decision making processes, (2) as a computational simulation model of idea generation and selection, and (3) as a research tool for collecting high-resolution experimental data of actual collaborative design and decision making from human subjects.
Keywords :
decision making; evolutionary computation; research and development; Binghamton University; collaborative design; collective human decision making processes; creativity research; evolutionary computation; evolutionary perspective; interdisciplinary research project; Computational modeling; Computer simulation; Cultural differences; Decision making; Evolution (biology); Sociology; Statistics; Evolution of ideas; agent-based simulation; collaborative design; creativity; evolutionary computation; human decision making; human subject experiments; hyperinteractive evolutionary computation;
Conference_Titel :
Artificial Life (ALIFE), 2013 IEEE Symposium on
Conference_Location :
Singapore
DOI :
10.1109/ALIFE.2013.6602429