Ockham's Razors 论文

2015Cambridge University Press eBooks引用 351
Philosophy and History of ScienceComputability, Logic, AI Algorithms

详细信息

发表期刊/会议
Cambridge University Press eBooks
发表日期
2015-05-25
发表年份
2015

关键词

Philosophy and History of ScienceComputability, Logic, AI Algorithms

摘要

Ockham's razor, the principle of parsimony, states that simpler theories are better than theories that are more complex. It has a history dating back to Aristotle and it plays an important role in current physics, biology, and psychology. The razor also gets used outside of science - in everyday life and in philosophy. This book evaluates the principle and discusses its many applications. Fascinating examples from different domains provide a rich basis for contemplating the principle's promises and perils. It is obvious that simpler theories are beautiful and easy to understand; the hard problem is to figure out why the simplicity of a theory should be relevant to saying what the world is like. In this book, the ABCs of probability theory are succinctly developed and put to work to describe two 'parsimony paradigms' within which this problem can be solved.

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