A. Vasan, Komaragiri Srinivasa Raju,
... application of non-traditional optimization techniques, namely, Simulated Annealing (SA), Simulated Quenching (SQ) and Real-coded Genetic Algorithms (RGA) ...
Tópico(s): Irrigation Practices and Water Management
2008 - Elsevier BV | Applied Soft Computing
Kevin R. Janes, Petr Musı́lek,
... two different learning methods: back-propagation and simulated annealing. Simulated annealing is a robust method of optimization capable of ... models were developed based on back propagation and simulated annealing and achieved comparable performance results. The models that were trained using simulated annealing required substantially more training time. Sensitivity analysis was ... disinfectants and pathogens. The disinfection model based on simulated annealing preformed slightly better relative to the model based ...
Tópico(s): Water Quality Monitoring Technologies
2007 - Mary Ann Liebert, Inc. | Environmental Engineering Science
Wenlong Wang, Jonathan Machta, Helmut G. Katzgraber,
... a Monte Carlo algorithm that marries features from simulated-annealing and parallel-tempering Monte Carlo. As such, it ... spin glass with Gaussian disorder, while comparing to simulated-annealing and parallel-tempering Monte Carlo. Our results suggest ... annealing Monte Carlo is significantly more efficient than simulated annealing but comparable to parallel-tempering Monte Carlo for ...
Tópico(s): Markov Chains and Monte Carlo Methods
2015 - American Physical Society | Physical Review E
M. A. Saleh Elmohamed, Paul Coddington, Geoffrey Fox,
... approaches based on simulated annealing, including mean-field annealing, simulated annealing with three different cooling schedules, and the use ... for annealing. The best results were obtained using simulated annealing with adaptive cooling and reheating as a function ...
Tópico(s): Educational Technology and Assessment
1998 - Springer Science+Business Media | Lecture notes in computer science
The performance of simulated annealing methods for finding a global minimum point of a function is studied.
Tópico(s): Advanced Optimization Algorithms Research
1997 - Elsevier BV | Computers & Mathematics with Applications
João Tomé Saraiva, Marcelo Leandro Pereira, V. T. Mendes, José Carlos Sousa,
... week. This optimisation problem was solved using Simulated Annealing. Simulated Annealing is a very appealing metaheuristic easily implemented and ...
Tópico(s): Electric Power System Optimization
2011 - Elsevier BV | Electric Power Systems Research
Marlon Azinović, Daniel Herr, Bettina Heim, Ethan Brown, Matthias Troyer,
... random $k$-SAT problems. This paper compares simulated annealing, simulated quantum annealing and walkSAT, an open-source SAT solver, in ... solutions. The results indicate that solutions found by simulated quantum annealing are generally less disparate than solutions found by ...
Tópico(s): Machine Learning and Algorithms
2017 - SciPost.org | SciPost Physics
M. Faber, Jeff Greensite, Š. Olejník,
... relaxation after Landau gauge preconditioning, and (iii) simulated annealing. Simulated annealing yields the best fit if all links on ...
Tópico(s): Magnetic properties of thin films
2001 - American Physical Society | Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D. Particles and fields
Richard Y. Li, Rosa Di Felice, Remo Rohs, Daniel A. Lidar,
... approaches for the same simplified datasets, including simulated annealing, simulated quantum annealing, multiple linear regression, LASSO, and extreme gradient boosting. ...
Tópico(s): Protein Structure and Dynamics
2018 - Nature Portfolio | npj Quantum Information
... are satisfied, based on the concept of simulated annealing. Simulated annealing is generally applicable, and can be used to ... arbitrarily close to an optimum. However, the standard simulated annealing approach with a conventional neighbourhood structure does not ...
Tópico(s): Vehicle Routing Optimization Methods
1999 - Elsevier BV | European Journal of Operational Research
We study errors of quantum annealing and simulated annealing to highlight better performance of quantum annealing over simulated annealing. Quantum annealing and simulated annealing perform optimization through a quantum adiabatic evolution ... Zurek mechanism to the error generation of quantum annealing and simulated annealing. We show that, for the disordered Ising chain, ... and (ln τ)−4 respectively, whereas those of simulated annealing decay as (ln τ)−1 and (ln τ)− ...
Tópico(s): Quantum many-body systems
2011 - IOP Publishing | Journal of Physics Conference Series
... automata and lattice gases, statistical–mechanical ensembles, simulated annealing, simulated staining, texture-locked loops, etc.), but harnesses these ...
Tópico(s): Advanced Materials and Mechanics
1999 - Elsevier BV | Future Generation Computer Systems
Benno I. Simmons, Christoph Hoeppke, William J. Sutherland,
... nestedness of a network, we developed a simulated annealing algorithm. Simulated annealing works by successively applying small modifications to a ... as clarity or rigidity. The goal of a simulated annealing algorithm is to abstract from this physical process ... create a more versatile optimization algorithm. A classical simulated annealing algorithm requires methods for evaluating the cost and ... analyses was a modified version of this classical simulated annealing algorithm. The detail of these modifications is given ...
Tópico(s): Plant Parasitism and Resistance
2019 - Wiley | Journal of Animal Ecology
Faria Sajjad, Muhammad Rashid, Afia Zafar, Kainat Zafar, Benish Fida, Ali Arshad, Saman Riaz, Ashit Kumar Dutta, Joel J. P. C. Rodrigues,
... improve global convergence speed, the algorithm integrates simulated annealing (SA). Simulated annealing is a metaheuristic algorithm that is commonly used ... of optimization algorithms. In the case of MOGOA, simulated annealing is integrated by employing symmetric perturbation to control ... two hybrid algorithms based on MOGOA, which utilize simulated annealing for solving multi-objective optimization problems. One of these hybrid algorithms combines chaotic maps with simulated annealing and MOGOA. The purpose of incorporating simulated annealing ...
Tópico(s): Evolutionary Algorithms and Applications
2023 - Springer Nature | Discover Internet of Things
Richard D. Beger, Suganthi Balasubramanian, Samuel Bennett, Dale W. Mosbaugh, Philip H. Bolton,
... for 40 additional, separate iterations of refined simulated annealing. Refined simulated annealing consisted of molecular dynamics at 1000 K, and ... of 1.8-2.5 Å. After the simulated annealing to 100 K, 500 steps of energy minimization ... using the combination of the NMR results and simulated annealing. The relevant NMR information is summarized in Figure ...
Tópico(s): RNA and protein synthesis mechanisms
1995 - Elsevier BV | Journal of Biological Chemistry
G. Seidel, Knut Adermann, Thomas H. Schindler, Andrzej Ejchart, Rainer Jaenicke, Wolf‐Georg Forssmann, Paul Rösch,
... Scholar). The standard protocols for ab initio simulated annealing and simulated annealing refinement were applied with some modifications. The ... a reference set in the ab initio simulated annealing and the simulated annealing refinement to restrain the main coordinate set. The ...
Tópico(s): RNA and protein synthesis mechanisms
1997 - Elsevier BV | Journal of Biological Chemistry
Aneela Zameer, Sikander M. Mirza, Nasir M. Mirza,
... for a typical 300 MWe PWR. At high annealing rates, Simulated Annealing exhibited tendency towards premature convergence while at low ... small population size, require comparable computational effort to Simulated Annealing with medium annealing rates. However, Genetic Algorithms exhibit ... for small population size. A hybrid Genetic Algorithms (Simulated Annealing) scheme is proposed that utilizes inner Simulated Annealing layer for further evolution of population at stagnation ...
Tópico(s): Magnetic confinement fusion research
2013 - Elsevier BV | Annals of Nuclear Energy
Hidetoshi Nishimori, Junichi Tsuda, Sergey Knysh,
Relations of simulated annealing and quantum annealing are studied by a mapping from the transition matrix of classical Markovian dynamics of the ... the Hamiltonian, share the eigenvalue spectrum. Thus, if simulated annealing with slow temperature change does not encounter a ... This leads to a difference in efficiencies that simulated annealing can be efficiently simulated by quantum annealing but ... easier to implement and is more flexible than simulated annealing. We also point out that the present mapping ...
Tópico(s): Neural Networks and Reservoir Computing
2015 - American Physical Society | Physical Review E
Wang You-hua, Weili Yan, Guansheng Zhang,
... the analysis for the iterative procedure of simulated annealing, adaptive simulated annealing is put forward, which has a higher convergence ... contactor and involves a multimodal objective function, adaptive simulated annealing can not only obtain the global optimal solution ... 30 percent of the computation time taken by simulated annealing.
Tópico(s): Power Systems and Technologies
1996 - IEEE Magnetics Society | IEEE Transactions on Magnetics
Siddharth Banka, Henk J. Blom, John H. Walter, Majid Aziz, Jill Urquhart, Christopher M. Clouthier, Gillian Rice, Arjan P.M. de Brouwer, Emma Hilton, Grace Vassallo, Andrew Will, Desirée E.C. Smith, Yvo M. Smulders, Ron A. Wevers, Robert Steinfeld, Simon Heales, Yanick J. Crow, Joelle N. Pelletier, Simon Jones, William G. Newman,
... were used for analysis of molecular dynamics simulated annealing trajectories. Simulated annealing calculations were performed with the Discover module employing ... DHFR were then subjected to a molecular dynamics simulated annealing protocol according to the following iterative procedure: The ... 1 was applied to the system. During the simulated annealing protocol, the backbone atoms of the protein were ... permit broad side-chain conformation exploration. After each simulated annealing cycle, the resulting cooled structures were subjected to ...
Tópico(s): Biochemical and Molecular Research
2011 - Elsevier BV | The American Journal of Human Genetics
... heuristic algorithms such as iterative improvement and simulated annealing. The simulated annealing heuristic is experimentally evaluated against simple iterative improvement ... network of identical processors. Experimental results show that simulated annealing produces a better solution than simple iterative improvement ... It is suggested that the time required for simulated annealing to give better solutions than iterative improvement depends ...
Tópico(s): Embedded Systems Design Techniques
1987 - | IEE Proceedings E Computers and Digital Techniques
Damian S. Steiger, Troels F. Rønnow, Matthias Troyer,
... analyze the distributions of annealing times for simulated annealing and simulated quantum annealing (by path integral quantum Monte Carlo) ... worse performance for hard instances - for simulated quantum annealing than for simulated annealing. Fast, non-adiabatic, annealing schedules can improve the performance of simulated quantum annealing for very hard instances by many orders of ...
Tópico(s): Quantum many-body systems
2015 - American Physical Society | Physical Review Letters