Genetic Learning Can Be Used to Train a Feed-Forward Network

question 6

Multiple Choice

Genetic learning can be used to train a feed-forward network. This is accomplished by having each population element represent one possible

• A) network configuration of nodes and links.
• B) set of training data to be fed through the network.
• C) set of network output values.
• D) set of network connection weights.

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Definitions:

Structuralism/poststructuralism

A philosophical approach emphasizing the understanding of cultural and social phenomena in terms of underlying structures (structuralism) and their inherent instability and openness to interpretation (poststructuralism).

Constructivism

A philosophical viewpoint suggesting that humans construct meaning rather than discovering a pre-existing truth.

Social-constructivism

A theory that suggests knowledge is constructed through social interactions and cultural norms, emphasizing the importance of social context in understanding reality.

Second-order Cybernetics

An advanced perspective in cybernetics that includes the observer within the system being observed, emphasizing context and interaction.