Handbook of Genetic Algorithms

New Research

Adalberto Ramirez Muñoz, Ignacio Garza Rodriguez (Herausgeber)

Buch | Hardcover

367 Seiten

2012
Nova Science Publishers Inc (Verlag)
9781620811580 (ISBN)

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Genetic algorithms (GA) have become popular tools for search, optimization, machine learning, and solving design problems. These algorithms use simulated evolution to search for solutions to complex problems. A GA is a population-based computational method in which the population, using randomized processes of selection, crossover, and mutation, evolves towards better solutions. In this book, the authors present current research including the application of genetic algorithm optimization techniques in beam steering of circular array antenna; hybrid genetic algorithms; changing range genetic algorithms; study of the influence of forest canopies on the accuracy of GPS measurements using genetic algorithms; roundness evaluation by genetic algorithm; and optimal sizing of analogue integrated circuits by applying genetic algorithms.

Preface; Changing Range Genetic Algorithm: A New Optimization Approach with Improved Performance; Model-Free Deconvolution of Transient Signals Using Genetic Algorithms; Application of Genetic Algorithm Optimisation Technique in Beam Steering of Circular Array Antenna; Examination of Two Different Mathematical Techniques for Determining the Important Factors Affecting Indoor Air Quality; Optimization with Genetic Algorithms of a Hybrid Distillation/Melt Crystallization Process; Hybrid Genetic Algorithms: Modeling & Application to the Scheduling Problems; GA Optimization for a Space-Constrained Machine Room Using Multi-Layer Sound Absorbers & One-Layer Acoustical Hoods; Genetic Algorithm with Optimal Genotypic Feedback: A New Evolutionary Optimization Approach; Geometrical Optimization in Gas Turbines Applying Computational Fluid Dynamics & Genetic Algorithms; Study of the Influence of Forest Canopies on the Accuracy of GPS Measurements by Using Genetic Algorithms; Roundness Evaluation by Genetic Algorithms; Influence of Building Codes in the Behavior of a Modified Elitist Genetic Algorithm Applied to the Optimization of Steel Structures; Genetic Algorithms for Single Machine Scheduling Problems: A Trade-Off between Intensification & Diversification; Optimal Sizing of Analog Integrated Circuits by Applying Genetic Algorithms; Genetic Algorithms to Maximize the Lyapunov Exponent in Chaotic Oscillators; Application of Particle Swarm Optimization to Packing Problem; Application of Advanced Grammatical Evolution to Function Identification Problem; Index.

Verlagsort	New York
Sprache	englisch
Maße	180 x 260 mm
Gewicht	904 g
Themenwelt	Mathematik / Informatik ► Mathematik
ISBN-13	9781620811580 / 9781620811580
Zustand	Neuware