Chargement en cours…
Biological computation /
The area of biologically inspired computing, or biological computation, involves the development of new, biologically based techniques for solving difficult computational problems. A unified overview of computer science ideas inspired by biology, Biological Computation presents the most fundamental...
| Cote: | Libro Electrónico |
|---|---|
| Auteur principal: | |
| Autres auteurs: | |
| Format: | Électronique eBook |
| Langue: | Inglés |
| Publié: |
[Place of publication not identified] :
Chapman and Hall/CRC,
2011.
|
| Collection: | Chapman & Hall/CRC mathematical and computational biology series
|
| Sujets: | |
| Accès en ligne: | Texto completo (Requiere registro previo con correo institucional) |
Table des matières:
- Introduction and Biological Background; Biological Computation; The Influence of Biology on Mathematics--Historical Examples; Biological Introduction; Models and Simulations Cellular Automata ; Biological Background; The Game of Life; General Definition of Cellular Automata; One-Dimensional Automata; Examples of Cellular Automata; Comparison with a Continuous Mathematical Model; Computational Universality; Self-Replication; Pseudo Code Evolutionary Computation ; Evolutionary Biology and Evolutionary Computation; Genetic Algorithms; Example Applications; Analysis of the Behavior of Genetic Algorithms; Lamarckian Evolution; Genetic Programming; A Second Look at the Evolutionary Process; Pseudo Code Artificial Neural Networks ; Biological Background; Learning; Artificial Neural Networks; The Perceptron; Learning in a Multilayered Network; Associative Memory; Unsupervised Learning Molecular Computation; Biological Background; Computation Using DNA; Enzymatic Computation The Never-Ending Story: Additional Topics at the Interface between Biology and Computation ; Swarm Intelligence; Artificial Immune Systems; Artificial Life; Systems Biology; Recommendations for Additional Reading A Summary, Further Reading, Exercises, and Answers appear at the end of each chapter.