Global Optimization Theory and Application
Thanks Thomas Weise for this open e-book. This e-book is under GNU Public License.
Here is a short description in Thomas Weise's email:
"I am currently writing an open, freely available e-book. This e-book is devoted to global optimization algorithms, which are methods to find optimal solutions for given problems. It especially focuses on evolutionary computation by discussing evolutionary algorithms, genetic algorithms, genetic programming, learning classifier systems, evolution strategy, differential evolution, particle swarm optimization, and ant colony optimization. It also elaborates on meta-heuristics like simulated annealing, hill climbing, tabu search, and random optimization.
With this book, I want to make it easier for students and fellow researchers to get started with these interesting topics.
I would be very happy if you would add it to the ebookee catalogue. (With that, I do not transfer any rights that go beyong those given by putting the book under the GNU free document-license.) You can find the book at . It includes a bibtex citation-suggestion."
Many thanks to Thomas Weise!
related link:
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Ant Colony Optimization Global Optimization Algorithms Particle Swarm Optimization Learning Classifier Systems Differential Evolution Bibtex Citation Evolution Strategy Optimization Theory Gnu Public License Document License E Book Free Document Evolution
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