The concept of pattern is introduced, formally defined, and used to analyze various measures of the complexity of finite binary sequences and other objects. The standard Kolmogoroff-Chaitin-Solomonoff complexity measure is considered, along with Bennett's logical depth, Koppel's sophistication', and Chaitin's analysis of the complexity of geometric objects. The pattern-theoretic point of view illuminates the shortcomings of these measures and leads to specific improvements, it gives rise to two novel mathematical concepts--orders of complexity and levels of pattern, and it yields a new measure of complexity, the structural complexity, which measures the total amount of structure an entity possesses
For a given set of strings, the problem of obtaining a succinct description becomes an important sub...
We review possible measures of complexity which might in particular be applicable to situations wher...
For a given set of strings, the problem of obtaining a succinct description becomes an important sub...
In 1964 Kolmogorov introduced the concept of the complexity of a finite object (for instance, the wo...
In perception research, various models have been designed for the encoding of, for example, visual p...
International audienceWe present a method for estimating the complexity of an image based on Bennett...
Complexity of patterns is key information for human brain to differ objects of about the same size a...
BACKGROUND: The evaluation of the complexity of an observed object is an old but outstanding problem...
Abstract. To describe quantitatively the complexity of two-dimensional patterns we introduce a compl...
In this study, three measures of temporal pattern complexity were compared as regards their perceptu...
Kolmogorov in 1965 proposed two related measures of information content (alternately, measures of co...
We describe three orthogonal complexity measures: parallel time, amount of hardware, and degree of n...
We introduce a uniform representation of general objects that captures the regu-larities with respec...
There is no single universally accepted definition of `Complexity'. There are several perspectives o...
Structural complexity theory is the study of the form and meaning of computational complexity class...
For a given set of strings, the problem of obtaining a succinct description becomes an important sub...
We review possible measures of complexity which might in particular be applicable to situations wher...
For a given set of strings, the problem of obtaining a succinct description becomes an important sub...
In 1964 Kolmogorov introduced the concept of the complexity of a finite object (for instance, the wo...
In perception research, various models have been designed for the encoding of, for example, visual p...
International audienceWe present a method for estimating the complexity of an image based on Bennett...
Complexity of patterns is key information for human brain to differ objects of about the same size a...
BACKGROUND: The evaluation of the complexity of an observed object is an old but outstanding problem...
Abstract. To describe quantitatively the complexity of two-dimensional patterns we introduce a compl...
In this study, three measures of temporal pattern complexity were compared as regards their perceptu...
Kolmogorov in 1965 proposed two related measures of information content (alternately, measures of co...
We describe three orthogonal complexity measures: parallel time, amount of hardware, and degree of n...
We introduce a uniform representation of general objects that captures the regu-larities with respec...
There is no single universally accepted definition of `Complexity'. There are several perspectives o...
Structural complexity theory is the study of the form and meaning of computational complexity class...
For a given set of strings, the problem of obtaining a succinct description becomes an important sub...
We review possible measures of complexity which might in particular be applicable to situations wher...
For a given set of strings, the problem of obtaining a succinct description becomes an important sub...