Utilization of Soft Computing Techniques for Making Environmental Games More Exciting -Toward an Effective Utilization of the COMMONS GAME

We have suggested that utilization of soft computing techniques such as GAs and EAs could contribute a lot for making the original COMMONS GAME much more exciting. In this paper, we try to find an answer concerning to the question "Which game is the best for letting people consider seriously about the commons among the three games (the original COMMONS GAME, the modified COMMONS GAME utilizing GAs & NNs , and the modified COMMONS GAME utilizing EAs & NNs) ?". Several game playing by our students confirm that the modified COMMONS GAME utilizing EAs & NNs can provide the best chance for letting players consider seriously about the commons.

[1]  Norio Baba,et al.  Computer-simulation gaming systems utilizing neural networks and genetic algorithms , 1996, Defense + Commercial Sensing.

[2]  Lakhmi C. Jain,et al.  Computational Intelligence in Games , 2005, IEEE Transactions on Neural Networks.

[3]  Martin Shubik Games for society, business, and war: Towards a theory of gaming , 1975 .

[4]  Lakhmi C. Jain,et al.  Advanced Intelligent Paradigms in Computer Games , 2007, Advanced Intelligent Paradigms in Computer Games.

[5]  A. H. Hausrath,et al.  Venture Simulation in War, Business and Politics , 1971 .

[6]  Norio Baba,et al.  Application of artificial neural networks to gaming , 1995, SPIE Defense + Commercial Sensing.

[7]  Richard D. Duke,et al.  Gaming: The Future's Language , 2014 .

[8]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[9]  Norio Baba,et al.  A Gaming Approach to the Acid Rain Problem , 1984 .

[10]  Xin Yao,et al.  Evolutionary programming made faster , 1999, IEEE Trans. Evol. Comput..

[11]  N. Oda,et al.  Application of neural networks to computer gaming , 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.