Genetic Algorithms and Evolutionary Computation – serie
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17 produkter
Efficient and Accurate Parallel Genetic Algorithms
Inbunden, 2000
1130 kr
Lägg i varukorg
As genetic algorithms (GAs) become increasingly popular, they are applied to difficult problems that may require considerable computations. In such cases, parallel implementations of GAs become necessary to reach high-quality solutions in reasonable times. But, even though their mechanics are …
OmeGA
A Competent Genetic Algorithm for Solving Permutation and Scheduling Problems
Inbunden, 2002
1097 kr
Lägg i varukorg
OmeGA: A Competent Genetic Algorithm for Solving Permutation and Scheduling Problems addresses two increasingly important areas in GA implementation and practice. OmeGA, or the ordering messy genetic algorithm, combines some of the latest in competent GA technology to solve scheduling and other …
Estimation of Distribution Algorithms
A New Tool for Evolutionary Computation
Av Pedro Larrañaga, José A. Lozano
Inbunden, 2001
2252 kr
Lägg i varukorg
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation is devoted to a new paradigm for evolutionary computation, named estimation of distribution algorithms (EDAs). This new class of algorithms generalizes genetic algorithms by replacing the crossover and mutation operators …
Anticipatory Learning Classifier Systems
Inbunden, 2002
1130 kr
Lägg i varukorg
Anticipatory Learning Classifier Systems describes the state of the art of anticipatory learning classifier systems-adaptive rule learning systems that autonomously build anticipatory environmental models. An anticipatory model specifies all possible action-effects in an environment with respect to …
Evolutionary Optimization in Dynamic Environments
Inbunden, 2001
2252 kr
Lägg i varukorg
Evolutionary Algorithms (EAs) have grown into a mature field of research in optimization, and have proven to be effective and robust problem solvers for a broad range of static real-world optimization problems. Yet, since they are based on the principles of natural evolution, and since natural …
Classical and Evolutionary Algorithms in the Optimization of Optical Systems
Inbunden, 2002
955 kr
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Classical and Evolutionary Algorithms in the Optimization of Optical Systems presents research results in the field of classical and evolutionary algorithms and their application to the optimization of optical systems. This book, which is divided into four parts, illustrates the development of …
Evolutionary Algorithms for Embedded System Design
Av Rolf Drechsler, Nicole Drechsler
Inbunden, 2002
1130 kr
Lägg i varukorg
This text describes how Evolutionary Algorithm (EA) concepts can be applied to circuit and system design - an area where time-to-market demands are critical. EAs create an interesting alternative to other approaches since they can be scaled with the problem size and can be easily run on parallel …
Frontiers of Evolutionary Computation
Av Anil Menon
Inbunden, 2004
1130 kr
Lägg i varukorg
Frontiers of Evolutionary Computation brings together eleven contributions by international leading researchers discussing what significant issues still remain unresolved in the field of Evolutionary Computation (EC). They explore such topics as the role of building blocks, the balancing of …
OmeGA
A Competent Genetic Algorithm for Solving Permutation and Scheduling Problems
Häftad, 2012
1097 kr
Lägg i varukorg
OmeGA: A Competent Genetic Algorithm for Solving Permutation and Scheduling Problems addresses two increasingly important areas in GA implementation and practice. OmeGA, or the ordering messy genetic algorithm, combines some of the latest in competent GA technology to solve scheduling and other …
Anticipatory Learning Classifier Systems
Häftad, 2012
1130 kr
Lägg i varukorg
Anticipatory Learning Classifier Systems describes the state of the art of anticipatory learning classifier systems-adaptive rule learning systems that autonomously build anticipatory environmental models. An anticipatory model specifies all possible action-effects in an environment with respect to …
Evolutionary Optimization in Dynamic Environments
Häftad, 2012
2187 kr
Lägg i varukorg
Evolutionary Algorithms (EAs) have grown into a mature field of research in optimization, and have proven to be effective and robust problem solvers for a broad range of static real-world optimization problems. Yet, since they are based on the principles of natural evolution, and since natural …
Evolutionary Algorithms for Embedded System Design
Av Rolf Drechsler, Nicole Drechsler
Häftad, 2012
1097 kr
Lägg i varukorg
Evolutionary Algorithms for Embedded System Design describes how Evolutionary Algorithm (EA) concepts can be applied to circuit and system design - an area where time-to-market demands are critical. EAs create an interesting alternative to other approaches since they can be scaled with the problem …
Noisy Optimization With Evolution Strategies
Häftad, 2012
1097 kr
Lägg i varukorg
Noise is a common factor in most real-world optimization problems. Sources of noise can include physical measurement limitations, stochastic simulation models, incomplete sampling of large spaces, and human-computer interaction. Evolutionary algorithms are general, nature-inspired heuristics for …
Estimation of Distribution Algorithms
A New Tool for Evolutionary Computation
Av Pedro Larrañaga, José A. Lozano
Häftad, 2012
2252 kr
Lägg i varukorg
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation is devoted to a new paradigm for evolutionary computation, named estimation of distribution algorithms (EDAs). This new class of algorithms generalizes genetic algorithms by replacing the crossover and mutation operators …
Efficient and Accurate Parallel Genetic Algorithms
Häftad, 2012
1130 kr
Lägg i varukorg
As genetic algorithms (GAs) become increasingly popular, they are applied to difficult problems that may require considerable computations. In such cases, parallel implementations of GAs become necessary to reach high-quality solutions in reasonable times. But, even though their mechanics are …
Design of Innovation
Lessons from and for Competent Genetic Algorithms
Häftad, 2013
552 kr
Lägg i varukorg
7 69 6 A DESIGN APPROACH TO PROBLEM DIFFICULTY 71 1 Design and Problem Difficulty 71 2 Three Misconceptions 72 3 Hard Problems Exist 76 4 The 3-Way Decomposition and Its Core 77 The Core of Intra-BB Difficulty: Deception 5 77 6 The Core of Inter-BB Difficulty: Scaling 83 7 The Core of Extra-BB …
Frontiers of Evolutionary Computation
Av Anil Menon
Häftad, 2013
1130 kr
Lägg i varukorg
Frontiers of Evolutionary Computation brings together eleven contributions by international leading researchers discussing what significant issues still remain unresolved in the field of Evolutionary Computation (EC). They explore such topics as the role of building blocks, the balancing of …
