Evolutionary Computation

Evolutionary Computation

by Fouad Sabry
Epub (Kobo), Epub (Adobe)
Publication Date: 14/12/2024

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  1. Evolutionary Computation: Introduction to evolutioninspired computing models.




  2. Genetic Programming: Examines adaptive systems for evolving programs.




  3. Genetic Algorithm: Analyzes the power of genetic optimization techniques.




  4. Evolutionary Algorithm: Discusses algorithms driven by biological evolution.




  5. Bioinspired Computing: Looks at natureinspired computational models.




  6. Evolutionary Programming: Explores simulation of evolution in problemsolving.




  7. Crossover (Genetic Algorithm): Details gene recombination processes.




  8. Mutation (Genetic Algorithm): Reviews mutation’s role in diversity.




  9. Chromosome (Genetic Algorithm): Describes genetic data structures.




  10. Metaheuristic: Explores frameworks for finding nearoptimal solutions.




  11. Evolution Strategy: Investigates adaptive mechanisms for optimization.




  12. Effective Fitness: Defines fitness evaluation in evolutionary contexts.




  13. Premature Convergence: Warns of early optimization pitfalls.




  14. Genetic Representation: Examines data encoding in genetic algorithms.




  15. Memetic Algorithm: Covers hybrid algorithms combining genetic and local searches.




  16. Humanbased Computation: Reviews human influence in computation.




  17. Lateral Computing: Examines lateral interactions in computational systems.




  18. Natural Computing: Explores computing grounded in natural processes.




  19. Artificial Life: Introduces lifelike systems and their applications.




  20. Soft Computing: Investigates flexible, approximate computation methods.




  21. Neuroevolution of Augmenting Topologies: Delves into evolving neural networks.



ISBN:
6610000683475
6610000683475
Category:
Robotics
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
14-12-2024
Language:
English
Publisher:
One Billion Knowledgeable

This item is delivered digitally

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