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Living · 2002

A New Kind of Science

by Stephen Wolfram

Computational Science / Digital Physics

A New Kind of Science argues that the complexity seen throughout nature arises from simple computational rules rather than complicated underlying laws. Its central claim is that elementary programs, especially cellular automata, can generate the intricate patterns and behavior found across physical systems.

The method is exploratory and computational: by systematically running and cataloguing simple rules, the work shows how minimal instructions produce unexpected richness, and presents this as a general approach to understanding nature. The author later extended the program toward deriving fundamental physics from rules applied to evolving networks.

The book is among the most visible contemporary articulations of reality as computation, extending earlier cellular-automaton and information-first physics into an ambitious research program. Though its ultimate physical success remains debated, it is a serious computational effort and a key feeder of simulation theory and its popular spiritual offshoots.

In its words

The key unifying idea that has allowed me to formulate the Principle of Computational Equivalence is a simple but immensely powerful one: that all processes, whether they are produced by human effort or occur spontaneously in nature, can be viewed as computations.

"All is fire" was never definite enough to lead to much, but "all is number" can be viewed as an antecedent to the whole application of mathematics to science, and "all is atoms" to the atomic theory of matter and quantum mechanics. My "all is computation" will, I believe, form the basis for a fruitful new direction in science.

The ideas it carries

Lineage

What it drew on
cellular automataEdward FredkinJohn Archibald Wheelertheoretical physics & computer science
What it shaped
digital physicsthe Wolfram Physics Projectsimulation-theory discoursecomputational cosmology

The author

Stephen Wolfram Stephen WolframA new kind of science / computational universe Full voice →

Key terms

Kindred books