Noisy evolutionary optimization algorithms–a comprehensive survey
Noisy optimization is currently receiving increasing popularity for its widespread applications
in engineering optimization problems, where the objective functions are often found to be …
in engineering optimization problems, where the objective functions are often found to be …
An overview of population-based algorithms for multi-objective optimisation
I Giagkiozis, RC Purshouse… - International Journal of …, 2015 - Taylor & Francis
In this work we present an overview of the most prominent population-based algorithms and
the methodologies used to extend them to multiple objective problems. Although not exact in …
the methodologies used to extend them to multiple objective problems. Although not exact in …
[引用][C] Metaheuristics: From Design to Implementation
EG Talbi - John Wiley & Sons google schola, 2009 - books.google.com
A unified view of metaheuristics This book provides a complete background on
metaheuristics and shows readers how to design and implement efficient algorithms to solve …
metaheuristics and shows readers how to design and implement efficient algorithms to solve …
[PDF][PDF] Natural evolution strategies
Abstract This paper presents Natural Evolution Strategies (NES), a recent family of black-box
optimization algorithms that use the natural gradient to update a parameterized search …
optimization algorithms that use the natural gradient to update a parameterized search …
Genetic algorithms
K Sastry, D Goldberg, G Kendall - Search methodologies: Introductory …, 2005 - Springer
Chapter 4 GENETIC ALGORITHMS Page 1 Chapter 4 GENETIC ALGORITHMS Kumara Sastry,
David Goldberg University of Illinois, USA Graham Kendall University of Nottingham, UK 4.1 …
David Goldberg University of Illinois, USA Graham Kendall University of Nottingham, UK 4.1 …
Parallel genetic algorithm on the cuda architecture
P Pospichal, J Jaros, J Schwarz - European conference on the …, 2010 - Springer
This paper deals with the mapping of the parallel island-based genetic algorithm with
unidirectional ring migrations to nVidia CUDA software model. The proposed mapping is …
unidirectional ring migrations to nVidia CUDA software model. The proposed mapping is …
[图书][B] Natural computing algorithms
The field of natural computing has been the focus of a substantial research effort in recent
decades. One particular strand of this concerns the development of computational …
decades. One particular strand of this concerns the development of computational …
The multiobjective multidimensional knapsack problem: a survey and a new approach
T Lust, J Teghem - International Transactions in Operational …, 2012 - Wiley Online Library
The knapsack problem (KP) and its multidimensional version (MKP) are basic problems in
combinatorial optimization. In this paper, we consider their multiobjective extension (MOKP …
combinatorial optimization. In this paper, we consider their multiobjective extension (MOKP …
A distance-based ranking model estimation of distribution algorithm for the flowshop scheduling problem
The aim of this paper is two-fold. First, we introduce a novel general estimation of distribution
algorithm to deal with permutation-based optimization problems. The algorithm is based on …
algorithm to deal with permutation-based optimization problems. The algorithm is based on …
Optimal mixing evolutionary algorithms
D Thierens, PAN Bosman - Proceedings of the 13th annual conference …, 2011 - dl.acm.org
A key search mechanism in Evolutionary Algorithms is the mixing or juxtaposing of partial
solutions present in the parent solutions. In this paper we look at the efficiency of mixing in …
solutions present in the parent solutions. In this paper we look at the efficiency of mixing in …