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Evolution of Parallel Cellular Machines The Cellular Programming Approach / [electronic resource] : edited by Moshe Sipper. - XIII, 202 p. online resource. - Lecture Notes in Computer Science, 1194 0302-9743 ; . - Lecture Notes in Computer Science, 1194 .

Universal computation in quasi-uniform cellular automata -- Studying artificial life using a simple, general cellular model -- Cellular programming: coevolving cellular computation -- Toward applications of cellular programming -- Online autonomous evolware: The firefly machine -- Studying fault tolerance in evolved cellular machines -- Coevolving architectures for cellular machines -- Concluding remarks and future research.

Collective systems, abounding in nature, have evolved by natural selection to exhibit striking problem-solving capacities. Employing simple yet versatile parallel cellular models, coupled with evolutionary computation techniques, this volume explores the issue of constructing man-made systems that exhibit characteristics like those occuring in nature. Parallel cellular machines hold potential both scientifically, as vehicles for studying phenomena of interest in areas such as complex adaptive systems and artificial life, and practically, enabling the construction of novel systems, endowed with evolutionary, reproductive, regenerative, and learning capabilities. This volume examines the behavior of such machines, the complex computation they exhibit, and the application of artificial evolution to attain such systems.

9783540683407

10.1007/3-540-62613-1 doi


Computer science.
Microprocessors.
Architecture, Computer.
Computer programming.
Computers.
Artificial intelligence.
Bioinformatics.
Computational biology.
Computer Science.
Computer System Implementation.
Artificial Intelligence (incl. Robotics).
Computation by Abstract Devices.
Processor Architectures.
Programming Techniques.
Computer Appl. in Life Sciences.

QA76.9.A73 QA76.9.S88

003.3

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