By dissecting the complex into systems and simples, we manage to have an inkling of its nature. There may be areas within the complex which we may not understand. That does not necessarily imply that we assume that chaos reigns within those unknown areas. We assume that there is order within them and attempt to understand even though we may not be able to compute and formulate it. That assumption may be applied to the universe which the scientific mind ever seeks to observe and understand. To assume that the universe is imbued with order beyond the observable, and man's capacity to scientifically understand, would be a religious approach (in the sense of God's order.) For the scientific and philosophical mind chaos may mean that which may have an order, whose order we are unable to discern and therefore, in our mind, seems chaotic, or that which may intrinsically have no order. We wouldn't be able to distinguish one from the other if we did not continue our inquiry to find out.
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