Evolving agents as a metaphor for the developing child.
نویسنده
چکیده
The emerging field of Evolutionary Computation (EC), inspired by neo-Darwinian principles (e.g. natural selection, mutation, etc. ), offers developmental psychologists a wide array of mathematical tools for simulating ontogenetic processes. In this brief review; I begin by highlighting three of the approaches that EC researchers employ (Artificial Life, evolutionary robotics and comparative stochastic optimization). I then focus on the advantages of using comparative stochastic optimization as a method for studying development. As a concrete example, I illustrate the design and implementation of an EC model that simulates the development of reaching in young infants.
منابع مشابه
Running Head: EVOLVING AGENTS Evolving Agents as a Metaphor for the Developing Child
The emerging field of Evolutionary Computation (EC), inspired by neo-Darwinian principles (e.g., natural selection, mutation, etc.), offers developmental psychologists a wide array of mathematical tools for simulating ontogenetic processes. In this brief review, I begin by highlighting three of the approaches that EC researchers employ (Artificial Life, evolutionary robotics, and comparative st...
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عنوان ژورنال:
- Developmental science
دوره 7 2 شماره
صفحات -
تاریخ انتشار 2004