This book presents several recent advances on Evolutionary Computation, specially evolution-based optimization methods and hybrid algorithms for several applications, from optimization and learning to pattern recognition and bioinformatics. This book also presents new algorithms based on several analogies and metafores, where one of them is based on philosophy, specifically on the philosophy of praxis and dialectics. In this book it is also presented interesting applications on bioinformatics, specially the use of particle swarms to discover gene expression patterns in DNA microarrays. Therefore, this book features representative work on the field of evolutionary computation and applied sciences. The intended audience is graduate, undergrad...
This book constitutes the refereed conference proceedings of the 18th International Conference on th...
Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence...
Swarm intelligence and bio-inspired computation have become increasing popular in the last two decad...
Evolutionary computation has been widely used in computer science for decades. Even though it starte...
With the recent trends towards massive data sets and significant computational power, combined with ...
In recent times computational algorithms inspired by biological processes and evolution are gaining ...
In recent times computational algorithms inspired by biological processes and evolution are gaining ...
Bio-inspired computational algorithms are always hot research topics in artificial intelligence comm...
Evolutionary algorithms are bio-inspired algorithms based on Darwin’s theory of evolution. They are ...
Lecture #1: From Evolution Theory to Evolutionary Computation. Evolutionary computation is a subfiel...
Lecture #1: From Evolution Theory to Evolutionary Computation. Evolutionary computation is a subfiel...
The vast majority of real-world problems can be expressed as an optimisation task by formulating an ...
Lecture #1: From Evolution Theory to Evolutionary Computation. Evolutionary computation is a subfiel...
© 2015 Macmillan Publishers Limited. All rights reserved . Evolution has provided a source of inspir...
© 2015 Macmillan Publishers Limited. All rights reserved . Evolution has provided a source of inspir...
This book constitutes the refereed conference proceedings of the 18th International Conference on th...
Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence...
Swarm intelligence and bio-inspired computation have become increasing popular in the last two decad...
Evolutionary computation has been widely used in computer science for decades. Even though it starte...
With the recent trends towards massive data sets and significant computational power, combined with ...
In recent times computational algorithms inspired by biological processes and evolution are gaining ...
In recent times computational algorithms inspired by biological processes and evolution are gaining ...
Bio-inspired computational algorithms are always hot research topics in artificial intelligence comm...
Evolutionary algorithms are bio-inspired algorithms based on Darwin’s theory of evolution. They are ...
Lecture #1: From Evolution Theory to Evolutionary Computation. Evolutionary computation is a subfiel...
Lecture #1: From Evolution Theory to Evolutionary Computation. Evolutionary computation is a subfiel...
The vast majority of real-world problems can be expressed as an optimisation task by formulating an ...
Lecture #1: From Evolution Theory to Evolutionary Computation. Evolutionary computation is a subfiel...
© 2015 Macmillan Publishers Limited. All rights reserved . Evolution has provided a source of inspir...
© 2015 Macmillan Publishers Limited. All rights reserved . Evolution has provided a source of inspir...
This book constitutes the refereed conference proceedings of the 18th International Conference on th...
Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence...
Swarm intelligence and bio-inspired computation have become increasing popular in the last two decad...