Colloquia from science leaders and technology innovators SD
Lakeside Labs
21 episodes
9 months ago
In this talk Prof. Eiben presents a vision about the upcoming breakthrough in artificial evolution: animate artefacts that (self-)reproduce in physical spaces. In other words, he envision the ``Evolution of Things'', rather than just the evolution of digital objects, leading to a new field of Embodied Artificial Evolution. After presenting this vision he elaborate on some of the technical challenges and relate the main algorithmic/technical requirements to the current know-how in EC. Finally, he will speculate about possible applications, their societal impacts, and argue that these developments will radically change our lives.
More information: http://www.cs.vu.nl/~gusz/ and http://www.lakeside-labs.com/news/news-detail/article/colloquium-8/
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In this talk Prof. Eiben presents a vision about the upcoming breakthrough in artificial evolution: animate artefacts that (self-)reproduce in physical spaces. In other words, he envision the ``Evolution of Things'', rather than just the evolution of digital objects, leading to a new field of Embodied Artificial Evolution. After presenting this vision he elaborate on some of the technical challenges and relate the main algorithmic/technical requirements to the current know-how in EC. Finally, he will speculate about possible applications, their societal impacts, and argue that these developments will radically change our lives.
More information: http://www.cs.vu.nl/~gusz/ and http://www.lakeside-labs.com/news/news-detail/article/colloquium-8/
Automatic Generation of Multi-Objective ACO Algorithms for the Biobjective Knapsack
Colloquia from science leaders and technology innovators SD
42 minutes 25 seconds
12 years ago
Automatic Generation of Multi-Objective ACO Algorithms for the Biobjective Knapsack
Leonardo Bezerra: Multi-objective ant colony optimization (MOACO) algorithms have shown promising results for various multi-objective problems, but they also offer a large number of possible design choices. Often, exploring all possible configurations is practically infeasible. Recently, the automatic configuration of a MOACO framework was explored and was shown to result in new state-of-the-art MOACO algorithms for the bi-objective traveling salesman problem. In this video Leonardo talks about this approach to the bi-objective bidimensional knapsack problem (bBKP) to prove its generality and power.
http://bit.ly/12aDpP6
Colloquia from science leaders and technology innovators SD
In this talk Prof. Eiben presents a vision about the upcoming breakthrough in artificial evolution: animate artefacts that (self-)reproduce in physical spaces. In other words, he envision the ``Evolution of Things'', rather than just the evolution of digital objects, leading to a new field of Embodied Artificial Evolution. After presenting this vision he elaborate on some of the technical challenges and relate the main algorithmic/technical requirements to the current know-how in EC. Finally, he will speculate about possible applications, their societal impacts, and argue that these developments will radically change our lives.
More information: http://www.cs.vu.nl/~gusz/ and http://www.lakeside-labs.com/news/news-detail/article/colloquium-8/
