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Genetic Algorithms and Genetic Programming Modern Concepts and Practical Applications
Materialtyp:
ArtikelSerie: Utgivningsinformation: Taylor & Francis Chapman and Hall/CRC [Imprint] 2009Beskrivning: 1 electronic resource (379 p.)Innehållstyp: - text
- computer
- online resource
- 9780429141973
- 9781040044254
- 9781138114272
- 9781420011326
- 9781584886297
- Computing and Information Technology
- Information technology: general topics
- Computer programming / software engineering
- Algorithms & data structures
- Databases
- Data mining
- Computer science
- Building Block Hypothesis
- Capacitated Vehicle Routing Problem
- Combinatorial Optimization Problems
- Crossover Operators
- Data Set
- GA Application
- GA Theory
- GP Population
- GP Schema theories
- GP Test
- Global Optimal Solution
- Heuristic lab
- Island Model
- Linear Rank Selection
- M2 M1
- Melanoma Data Set
- Michael Affenzeller
- Parallel GAs
- Parent Tours
- Roc Curve
- Schema Theorem
- Sequential GA
- Solution Candidates
- Standard GA
- VRP
- genetic algorithms
- genetic programming
- population diversity
- time series analysis
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Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications discusses algorithmic developments in the context of genetic algorithms (GAs) and genetic programming (GP). It applies the algorithms to significant combinatorial optimization problems and describes structure identification using HeuristicLab as a platform for al
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eng
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