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Cellular Automata Transforms describes a new approach to using the
dynamical system, popularly known as cellular automata (CA), as a
tool for conducting transforms on data. Cellular automata have
generated a great deal of interest since the early 1960s when John
Conway created the Game of Life'. This book takes a more serious
look at CA by describing methods by which information building
blocks, called basis functions (or bases), can be generated from
the evolving states. These information blocks can then be used to
construct any data. A typical dynamical system such as CA tend to
involve an infinite possibilities of rules that define the inherent
elements, neighborhood size, shape, number of states, and modes of
association, etc. To be able to build these building blocks an
elegant method had to be developed to address a large subset of
these rules. A new formula, which allows for the definition a large
subset of possible rules, is described in the book. The robustness
of this formula allows searching of the CA rule space in order to
develop applications for multimedia compression, data encryption
and process modeling. Cellular Automata Transforms is divided into
two parts. In Part I the fundamentals of cellular automata,
including the history and traditional applications are outlined.
The challenges faced in using CA to solve practical problems are
described. The basic theory behind Cellular Automata Transforms
(CAT) is developed in this part of the book. Techniques by which
the evolving states of a cellular automaton can be converted into
information building blocks are taught. The methods (including fast
convolutions) by which forward and inverse transforms of any data
can beachieved are also presented. Part II contains a description
of applications of CAT. Chapter 4 describes digital image
compression, audio compression and synthetic audio generation,
three approaches for compressing video data. Chapter 5 contains
both symmetric and public-key implementation of CAT encryption.
Possible methods of attack are also outlined. Chapter 6 looks at
process modeling by solving differential and integral equations.
Examples are drawn from physics and fluid dynamics.
The book describes a development concept called abulecentrism. The
Yoruba word abule (pronounced: a-boo-lay) literarily means "the
village". abulecentrism seeks to achieve rapid and sustainable
development of a given society by the strategic execution of
projects and the provision of critical services at the local
community level. The village has always been the traditional unit
of communal living in many societies around the world. The typical
village is small, comprising close-knit social groups and
individuals that number in the tens, or at most, low hundreds. In a
village, people live close to one another, and derive strength in
their communal methods of living, working and protecting their
society. Furthermore, the management and governance of the
community is simpler than in urban areas because the village
requires smaller administrative systems. abulecentrism is built on
the philosophy of using small, modular systems, such as a village,
as building blocks for developing the greater society. The ultimate
goal of abulecentrism is for the larger society to be significantly
impacted by the dividends of the aggregated development attained
within the different communities. Development projects will
typically be executed by starting with a few local communities and
progressing organically until all the communities that make up the
larger society have been impacted.
The book describes a development concept called abulecentrism. The
Yoruba word abule (pronounced: a-boo-lay) literarily means "the
village". abulecentrism seeks to achieve rapid and sustainable
development of a given society by the strategic execution of
projects and the provision of critical services at the local
community level. The village has always been the traditional unit
of communal living in many societies around the world. The typical
village is small, comprising close-knit social groups and
individuals that number in the tens, or at most, low hundreds. In a
village, people live close to one another, and derive strength in
their communal methods of living, working and protecting their
society. Furthermore, the management and governance of the
community is simpler than in urban areas because the village
requires smaller administrative systems. abulecentrism is built on
the philosophy of using small, modular systems, such as a village,
as building blocks for developing the greater society. The ultimate
goal of abulecentrism is for the larger society to be significantly
impacted by the dividends of the aggregated development attained
within the different communities. Development projects will
typically be executed by starting with a few local communities and
progressing organically until all the communities that make up the
larger society have been impacted.
Cellular Automata Transforms describes a new approach to using the
dynamical system, popularly known as cellular automata (CA), as a
tool for conducting transforms on data. Cellular automata have
generated a great deal of interest since the early 1960s when John
Conway created the `Game of Life'. This book takes a more serious
look at CA by describing methods by which information building
blocks, called basis functions (or bases), can be generated from
the evolving states. These information blocks can then be used to
construct any data. A typical dynamical system such as CA tend to
involve an infinite possibilities of rules that define the inherent
elements, neighborhood size, shape, number of states, and modes of
association, etc. To be able to build these building blocks an
elegant method had to be developed to address a large subset of
these rules. A new formula, which allows for the definition a large
subset of possible rules, is described in the book. The robustness
of this formula allows searching of the CA rule space in order to
develop applications for multimedia compression, data encryption
and process modeling. Cellular Automata Transforms is divided into
two parts. In Part I the fundamentals of cellular automata,
including the history and traditional applications are outlined.
The challenges faced in using CA to solve practical problems are
described. The basic theory behind Cellular Automata Transforms
(CAT) is developed in this part of the book. Techniques by which
the evolving states of a cellular automaton can be converted into
information building blocks are taught. The methods (including fast
convolutions) by which forward and inverse transforms of any data
can be achieved are also presented. Part II contains a description
of applications of CAT. Chapter 4 describes digital image
compression, audio compression and synthetic audio generation,
three approaches for compressing video data. Chapter 5 contains
both symmetric and public-key implementation of CAT encryption.
Possible methods of attack are also outlined. Chapter 6 looks at
process modeling by solving differential and integral equations.
Examples are drawn from physics and fluid dynamics.
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