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Conferences, Evolutionary Algorithms, Parallel and Distributed

Pool-based evolutionary algorithms at GECCO 2016

GeNeura Team

As we usually do, we attended GECCO 2016 this year, a genetic and evolutionary algorithm confernce which took place in Denver, in America.

The paper accepted in the Parallel Evolutionary Systems session and two papers presented in workshops dealt with pool-based evolutionary algorithms and their implementation in volunteer computer systems in browsers. Unlike mainstream evolutionary algorithms, which put the algorithm and the population in the same process or thread, pool based evolutionary algorithms decouple population from algorithms, allowing these to work ephemerally, spontaneously and in a completely asynchronous way.

In these presentations, we focused on browser-based implementations evolutionary algorithms, where by the simple act of visiting a web page, you could help an experiment by running an evolutionary algorithm in your browser. In the first paper, presented in the EvoSoft workshop and dealing with the basic framework, which we call NodIO and entitled NodIO: a framework and architecture for pool-based…

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