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EA-MSCA: An effective energy-aware multi-objective modified sine-cosine algorithm for real-time task scheduling in multiprocessor systems: Methods and analysis
M Abdel-Basset, R Mohamed, M Abouhawwash… - Expert systems with …, 2021 - Elsevier
With the significant growth of multiprocessor systems (MPS) to deal with complex tasks and
speed up their execution, the energy generated as a result of this growth becomes one of …
speed up their execution, the energy generated as a result of this growth becomes one of …
An Island Model based on Stigmergy to solve optimization problems
GR Duarte, AC de Castro Lemonge, LG da Fonseca… - Natural Computing, 2021 - Springer
Island Model (IM) is an alternative often used to parallel Evolutionary Algorithms (EA). In IM,
the population is distributed between islands that evolve their solutions in parallel …
the population is distributed between islands that evolve their solutions in parallel …
Asynchronous evolution of deep neural network architectures
Many evolutionary algorithms (EAs) take advantage of parallel evaluation of candidates.
However, if evaluation times vary significantly, many worker nodes (ie, compute clients) are …
However, if evaluation times vary significantly, many worker nodes (ie, compute clients) are …
Parallel execution combinatorics with metaheuristics: Comparative study
Optimization arises everywhere in industrial and engineering fields, with complex and time-
consuming problems to be solved. Exact search techniques cannot afford practical solutions …
consuming problems to be solved. Exact search techniques cannot afford practical solutions …