Genetic algorithms and genetic programming modern concepts and practical applications

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 iden...

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Hlavní autor: Affenzeller, Michael
Médium: E-kniha Kniha
Jazyk:angličtina
Vydáno: Boca Raton CRC Press 2009
Chapman & Hall/CRC
Taylor & Francis
CRC Press LLC
Vydání:1
Edice:Numerical Insights
Témata:
Algorithms
Algorithms and data structures
Building Block Hypothesis
Capacitated Vehicle Routing Problem
Combinatorial optimization
Combinatorial Optimization Problems
Computer programming / software engineering
Computer science
Computer Technology
Computing and Information Technology
Crossover Operators
curve
Data mining
Evolutionary computation
formula
GA Application
GA Theory
Genetic algorithms
genetic programming
Genetic programming (Computer science)
Global Optimal Solution
GP Population
GP Schema theories
GP Test
Heuristic lab
Information technology: general topics
Island Model
Linear Rank Selection
M2 M1
Melanoma Data Set
Michael Affenzeller
Nonfiction
Parallel GAs
parent
Parent Tours
population
population diversity
Programming (Mathematics)
roc
Roc Curve
Schema Theorem
selection
Sequential GA
series
size
Solution Candidates
Standard GA
test
time series analysis
training
VRP
parent
GP Test
curve
Crossover Operators
roc
Parent Tours
Data Set
training
Roc Curve
Linear Rank Selection
Island Model
VRP
Capacitated Vehicle Routing Problem
Savings Heuristic
GP Population
GA Application
test
Schema Theorem
Sequential GA
TSP Instance
Building Block Hypothesis
Parallel GAs
M2 M1
population
Global Optimal Solution
Solution Candidates
Melanoma Data Set
size
selection
series
Combinatorial Optimization Problems
formula
Standard GA
Genetic Algorithms
Test Series
ISBN:1584886293, 9781584886297, 1138114278, 9781138114272, 0429141971, 9780429141973, 9781040044254, 1040044255, 9781420011326, 1420011324
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Shrnutí: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
Bibliografie:1584886293 (hardcover : alk. paper)
9781584886297 (hardcover : alk. paper)
Includes bibliographical references and index
Electronic reproduction. Abingdon: Chapman and Hall/CRC, 2009. Requires the Libby app or a modern web browser.
ISBN:1584886293
9781584886297
1138114278
9781138114272
0429141971
9780429141973
9781040044254
1040044255
9781420011326
1420011324
DOI:10.1201/9781420011326