Výsledky vyhľadávania - "Parallel evolutionary algorithms"

Analysis of speedups in parallel evolutionary algorithms and (1+λ) EAs for combinatorial optimization Autor Lässig, Jörg, Sudholt, Dirk

“…Evolutionary algorithms are popular heuristics for solving various combinatorial problems as they are easy to apply and often produce good results. Island…”
Získať plný text

A Runtime Analysis of Parallel Evolutionary Algorithms in Dynamic Optimization Autor Lissovoi, Andrei, Witt, Carsten

“…A simple island model with λ islands and migration occurring after every τ iterations is studied on the dynamic fitness function Maze . This model is…”
Získať plný text

General upper bounds on the runtime of parallel evolutionary algorithms Autor Lässig, Jörg, Sudholt, Dirk

“…We present a general method for analyzing the runtime of parallel evolutionary algorithms with spatially structured populations…”
Zistit podrobnosti o prístupe

Parallel evolutionary algorithms for the reconfigurable transfer line balancing problem Autor Borisovsky, Pavel

“… A parallel evolutionary algorithm (EA) is proposed and implemented for execution on a Graphics…”
Získať plný text

Energy‐aware load balancing of parallel evolutionary algorithms with heavy fitness functions in heterogeneous CPU‐GPU architectures Autor Escobar, Juan José, Ortega, Julio, Díaz, Antonio Francisco, González, Jesús, Damas, Miguel

“…Summary By means of the availability of mechanisms such as Dynamic Voltage and Frequency Scaling (DVFS) and heterogeneous architectures including processors…”
Získať plný text

Design and analysis of migration in parallel evolutionary algorithms Autor Lässig, Jörg, Sudholt, Dirk

“…Parallelization is becoming a more important issue for solving difficult optimization problems. Island models combine phases of independent evolution with…”
Získať plný text

Design and Analysis of Schemes for Adapting Migration Intervals in Parallel Evolutionary Algorithms Autor Mambrini, Andrea, Sudholt, Dirk

“…The migration interval is one of the fundamental parameters governing the dynamic behaviour of island models. Yet, there is little understanding on how this…”
Zistit podrobnosti o prístupe

Matching island topologies to problem structure in parallel evolutionary algorithms Autor Arnaldo, Ignacio, Contreras, Iván, Millán-Ruiz, David, Hidalgo, J. Ignacio, Krasnogor, Natalio

“…In the context of Parallel Evolutionary Algorithms, it has been shown that different population structures induce different search performances…”
Získať plný text

Visual and Audio Monitoring of Island Based Parallel Evolutionary Algorithms Autor Lutton, Evelyne, Gilbert, Hugo, Cancino, Waldo, Bach, Benjamin, Pallamidessi, Joseph, Parrend, Pierre, Collet, Pierre

“… evolutionary algorithms based on island models. Multilevel visualisation is actually a desirable feature for facilitating the monitoring of computationally expensive runs involving several hundreds of computers during hours or even days…”
Získať plný text

Pump Scheduling Optimization Using Asynchronous Parallel Evolutionary Algorithms Autor Lucken, Christian von, Baran, Benjamin, Sotelo, Aldo

“…Optimizing the pump-scheduling is an interesting proposal to achieve cost reductions in water distribution pumping stations. As systems grow, pump-scheduling…”
Získať plný text

Parallel evolutionary algorithms can achieve super-linear performance Autor Alba, Enrique

“…One of the main reasons for using parallel evolutionary algorithms (PEAs) is to obtain efficient algorithms with an execution time much lower than that of their sequential counterparts in order, e.g…”
Získať plný text

Migration Policies, Selection Pressure, and Parallel Evolutionary Algorithms Autor Cantú-Paz, Erick

“…This paper investigates how the policy used to select migrants and the individuals they replace affects the selection pressure in parallel evolutionary algorithms (EAs…”
Získať plný text

Parallel evolutionary algorithms Autor Berlich, R, Kunze, M

“…Evolutionary Strategies, a member of the family of Evolutionary Algorithms, provide a generic means of finding optimal solutions to large-scale numerical…”
Získať plný text

Factorial design analysis applied to the performance of parallel evolutionary algorithms Autor Pais, Mônica S, Peretta, Igor S, Yamanaka, Keiji, Pinto, Edmilson R

“…Background Parallel computing is a powerful way to reduce computation time and to improve the quality of solutions of evolutionary algorithms (EAs). At first,…”
Získať plný text

A unified view of parallel multi-objective evolutionary algorithms Autor Talbi, El-Ghazali

“…This paper describes a unified view of parallel evolutionary algorithms for multi-objective optimization problems…”
Získať plný text

A Delayed Start Parallel Evolutionary Algorithm for just-in-time truck scheduling at a cross-docking facility Autor Dulebenets, Maxim A.

“… A novel Delayed Start Parallel Evolutionary Algorithm is proposed…”
Získať plný text

Parallel evolutionary algorithms based on shared memory programming approaches Autor Redondo, J. L., García, I., Ortigosa, P. M.

“…In this work, two parallel techniques based on shared memory programming are presented. These models are specially suitable to be applied over evolutionary…”
Získať plný text

Rigorous Experimental Performance Analysis of Parallel Evolutionary Algorithms on Multicore Platforms Autor Sakuray Pais, Monica, Yamanaka, Keiji, Rodrigues Pinto, Edmilson

“…As multicore processors become ubiquitous, the improved performance available to parallel programs is a great motivation to computationally demanding…”
Získať plný text

Parallel evolutionary algorithms for optimization problems in aerospace engineering Autor Wang, J.F., Periaux, J., Sefrioui, M.

“…This paper presents the recent developments in hierarchical genetic algorithms (HGAs) to speed up the optimization of aerodynamic shapes. It first introduces…”
Získať plný text

Cooperative parallel grouping genetic algorithm for the one-dimensional bin packing problem Autor Kucukyilmaz, Tayfun, Kiziloz, Hakan Ezgi

“…•The proposed parallel-GGA performs superior than state-of-the-art GA models.•Several GA and parallelization parameters are evaluated.•Both static and dynamic…”
Získať plný text