Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Evolutionary Computation: The Fossil Record
Evolutionary Computation: The Fossil Record
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Handbook of Evolutionary Computation
Handbook of Evolutionary Computation
Evolution of Intelligently Interactive Behaviors for Simulated Forces
EP '97 Proceedings of the 6th International Conference on Evolutionary Programming VI
A note on representations and variation operators
IEEE Transactions on Evolutionary Computation
Bandit problems and the exploration/exploitation tradeoff
IEEE Transactions on Evolutionary Computation
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Simulated evolution on a computer can provide a means for generating appropriate tactics in real-time combat scenarios. Individual unit or higher level organizations, such as tanks and platoons, can use evolutionary computation to adapt to the current and projected situations. In this article, we briefly review current knowledge in evolutionary algorithms and offer an example of applying these techniques to generate adaptive behavior in a platoon-level engagement of tanks in which the mission of one platoon is changed on-the-fly.