Contrasting main selection methods in genetic algorithms

In genetic algorithms selection mechanisms aim to favour reproduction of better individuals imposing a direction on the search process. It does not create new individuals; instead it selects comparatively good individuals from a population and typically does it according to their fitness. The idea i...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Alfonso, Hugo, Cesan, P., Fernandez, Natalia, Minetti, Gabriela F., Salto, Carolina, Velazco, L., Gallard, Raúl Hector
Formato:	Objeto de conferencia
Lenguaje:	Inglés
Publicado:	1998
Materias:	Ciencias Informáticas Informática genetic algorithms selection mechanisms genetic diversity premature convergence Biology and genetics Algorithms Combinatorial algorithms Selection process
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/24826
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

Ejemplares similares

Improving evolutionary algorithms performance by extending incest prevention
por: Alfonso, Hugo, et al.
Publicado: (1998)

A study of alternative selection mechanisms for multiple cossover per couple in genetic algorithms
por: Esquivel, Susana Cecilia, et al.
Publicado: (1998)

Incest prevention and multirecombination in evolutionary algorithms to deal with the flow shop scheduling problem
por: Bain, María Elena, et al.
Publicado: (2000)

A study of performance of stochastic universal sampling versus proportional selection on genetic algorithms
por: Minetti, Gabriela F., et al.
Publicado: (1999)

Multiple crossover per couple and fitness proportional couple selection in genetic algorithms
por: Esquivel, Susana Cecilia, et al.
Publicado: (1997)

MCPC: another approach to crossover in genetic algorithms
por: Esquivel, Susana Cecilia, et al.
Publicado: (1995)

Contrasting termination criteria for genetic algorithms
por: Bermúdez, Carlos, et al.
Publicado: (1999)

Self-adaptation of parameters for MCPC in genetic algorithms
por: Esquivel, Susana Cecilia, et al.
Publicado: (1998)

Two new feature selection algorithms with rough sets theory
por: Caballero, Yailé, et al.
Publicado: (2006)

Social networks and genetic algorithms to choose committees with independent members
por: Zamudio, Eduardo, et al.
Publicado: (2016)

Crowding under diverse distance criteria for niche formation in multimodal optimization
por: Alfonso, Hugo, et al.
Publicado: (2001)

A new strategy for adapting the mutation probability in genetic algorithms
por: Stark, Natalia, et al.
Publicado: (2012)

An evolutionary algorithm to track changes of optimum value locations in dynamic environments
por: Aragón, Victoria S., et al.
Publicado: (2004)

Greedy seeding procedure for GAs solving a strip packing problem
por: Salto, Carolina, et al.
Publicado: (2007)

A criteria to select genetic operators for solving CSP
por: Riff Rojas, María Cristina
Publicado: (2000)

Pattern discovery and model construction: an evolutionary learning and data mining approach
por: Zhou, Harry
Publicado: (2006)

A comparison of different recombination operators for the 2-dimensional strip packing problem
por: Salto, Carolina
Publicado: (2006)

Genetic algorithms in search, optimization, and machine learning /
por: Goldberg, David E. (David Edward), 1953-
Publicado: (1989)

Genetic algorithms in search, optimization, and machine learning /
por: Goldberg, David E. (David Edward), 1953-
Publicado: (1989)

Environment for the Automatic Development and Tuning of Parallel Genetic Algorithms
por: Caymes-Scutari, Paola, et al.
Publicado: (2011)

A Fuzzy Approach to Control Genetic Algorithm Parameters
por: Houat de Brito, Felipe, et al.
Publicado: (2007)

Algorithms in bioinformatics : a practical introduction /
por: Sung, Wing-Kin
Publicado: (2010)

Combining incest prevention and multiplicity in evolutionary algorithms
por: Minetti, Gabriela F., et al.
Publicado: (2001)

The optimal routing problem in multicomputer networks: an evolutionary approach
por: Hernández, José Luis, et al.
Publicado: (1998)

Multi-PBil: an estimation distribution algorithm applied to multimodal optimization problems
por: Barbosa Filho, Rubens
Publicado: (2006)

Crowding under diverse distance criteria for niche formation in multimodal optimization
por: Fernandez, Natalia, et al.
Publicado: (2000)

Genetic Algorithms Applied to Inconsistent Matrices Correction in the Analytic Hierarchy Process (AHP)
por: Wanderer, Leonardo S., et al.
Publicado: (2013)

Comparative analysis of the method of assignment by classes in GAVaPS
por: Lanzarini, Laura Cristina, et al.
Publicado: (2000)

Perfomance evaluation of selection methods to solve the job shop scheduling problem
por: Stark, Natalia, et al.
Publicado: (2002)

Solving the two dimensional cutting problem using evolutionary algorithms with penalty functions
por: Beraudo, Vanina, et al.
Publicado: (2005)

Design and implementation of a genetic algorithm with integer number coding for the evolution of FPGAs in space applications
por: Quiroga, Juan, et al.
Publicado: (2012)

Adversarial image generation using genetic algorithms with black-box technique
por: Pérez, Gabriela Alejandra, et al.
Publicado: (2023)

Parallel genetic algorithms for crystal structure prediction: Successes and failures in predicting bicalutamide polymorphs
por: Ferraro, M.B., et al.

Parallel genetic algorithms for crystal structure prediction: Successes and failures in predicting bicalutamide polymorphs
por: Ferraro, Marta Beatriz, et al.
Publicado: (2009)

Self adaptation of parameters for MCPC in genetic algorithms
por: Esquivel, Susana Cecilia, et al.
Publicado: (2000)

Crystal structure prediction of flexible molecules using parallel genetic algorithms with a standard force field
por: Seonah, K., et al.

Crystal structure prediction of flexible molecules using parallel genetic algorithms with a standard force field
por: Ferraro, Marta Beatriz, et al.
Publicado: (2009)

Assessing different rule quality measures in a genetic algorithm for discovering association rules
por: Soto, Wilson, et al.
Publicado: (2012)

An analysis on selection methods and multirecombination in evolutionary search when solving the job shop scheduling problem
por: Stark, Natalia, et al.
Publicado: (2002)

Alternative strategies for asynchronous migration-controlled schemes in parallel genetic algorithms
por: Ochoa, Claudio, et al.
Publicado: (1997)