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Energy-Optimized Partial Computation Offloading in Mobile-Edge Computing With Genetic Simulated-Annealing-Based Particle Swarm Optimization

IEEE Internet of Things Journal, 2021
Smart mobile devices (SMDs) can meet users’ high expectations by executing computational intensive applications but they only have limited resources, including CPU, memory, battery power, and wireless medium.
Jing Bi   +4 more
semanticscholar   +1 more source

Parallel Simulated Annealing with a Greedy Algorithm for Bayesian Network Structure Learning

IEEE Transactions on Knowledge and Data Engineering, 2020
We present a hybrid algorithm called parallel simulated annealing with a greedy algorithm (PSAGA) to learn Bayesian network structures. This work focuses on simulated annealing and its parallelization with memoization to accelerate the search process. At
Sang-Min Lee, S. Kim
semanticscholar   +1 more source

A simulated annealing algorithm with a dual perturbation method for clustering

Pattern Recognition, 2020
Clustering is a powerful tool in exploratory data analysis that partitions a set of objects into clusters with the goal of maximizing the similarity of objects within each cluster.
Julian Lee, David Perkins
semanticscholar   +1 more source

Coupled Simulated Annealing

IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 2010
We present a new class of methods for the global optimization of continuous variables based on simulated annealing (SA). The coupled SA (CSA) class is characterized by a set of parallel SA processes coupled by their acceptance probabilities. The coupling is performed by a term in the acceptance probability function, which is a function of the energies ...
Samuel Xavier de Souza   +3 more
openaire   +2 more sources

Revisiting simulated annealing: A component-based analysis

Computers & Operations Research, 2019
Simulated Annealing (SA) is one of the oldest metaheuristics and has been adapted to solve many combinatorial optimization problems. Over the years, many authors have proposed both general and problem-specific improvements and variants of SA.
A. Franzin, T. Stützle
semanticscholar   +1 more source

Simulated isobaric annealing

Proceedings of ISCAS'95 - International Symposium on Circuits and Systems, 2002
A simulated annealing algorithm for wire placement is proposed in which annealing is carried out under conditions of constant interconnection pressure rather than constant area. This is achieved by modifying the Metropolis criterion so that changes in the Gibbs free energy of the wires are calculated.
Phillip Christie   +2 more
openaire   +2 more sources

On Simulated Annealing and Nested Annealing

Journal of Global Optimization, 2000
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
openaire   +1 more source

Simulated annealing on a multiprocessor

Proceedings 1988 IEEE International Conference on Computer Design: VLSI, 2003
The authors present a method for parallelizing the simulated annealing algorithm by mapping the algorithm onto a dynamically structured tree of processors. The resulting parallel simulated annealing algorithm is discussed and its performance evaluated using simulation techniques.
Roger D. Chamberlain   +3 more
openaire   +1 more source

Optimization with a simulated annealing algorithm of a hybrid system for renewable energy including battery and hydrogen storage

Energy, 2018
Wind and solar energy based hybrid systems incorporating energy storage can often provide cost effective and reliable energy alternatives to the conventional systems commonly used by remote consumers.
Weiping Zhang   +3 more
semanticscholar   +1 more source

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