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1. (WO2017069835) USING NOISE TO SPEED CONVERGENCE OF SIMULATED ANNEALING AND MARKOV MONTE CARLO ESTIMATIONS
Latest bibliographic data on file with the International Bureau    Submit observation

Pub. No.: WO/2017/069835 International Application No.: PCT/US2016/046006
Publication Date: 27.04.2017 International Filing Date: 08.08.2016
IPC:
G06F 17/18 (2006.01) ,G06F 17/10 (2006.01)
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
F
ELECTRIC DIGITAL DATA PROCESSING
17
Digital computing or data processing equipment or methods, specially adapted for specific functions
10
Complex mathematical operations
18
for evaluating statistical data
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
F
ELECTRIC DIGITAL DATA PROCESSING
17
Digital computing or data processing equipment or methods, specially adapted for specific functions
10
Complex mathematical operations
Applicants: UNIVERSITY OF SOUTHERN CALIFORNIA[US/US]; USC Stevens Center for Innovation 1150 South Olive Street, Suite 2300 Los Angeles, California 90015, US
Inventors: FRANZKE, Brandon; US
KOSKO, Bart; US
Agent: BROWN, Marc E.; US
Priority Data:
62/202,61307.08.2015US
Title (EN) USING NOISE TO SPEED CONVERGENCE OF SIMULATED ANNEALING AND MARKOV MONTE CARLO ESTIMATIONS
(FR) UTILISATION DE BRUIT POUR ACCÉLÉRER LA CONVERGENCE DU RECUIT SIMULÉ ET DES ESTIMATIONS DE MONTE-CARLO DE MARKOV
Abstract:
(EN) The invention shows how to use noise-like perturbations to improve the speed and accuracy of Markov Chain Monte Carlo (MCMC) estimates and large-scale optimization, simulated annealing optimization, and quantum annealing for large-scale optimization.
(FR) L'invention montre la manière d'utiliser des perturbations de type bruit afin d'améliorer la vitesse et la précision d'estimations de Monte-Carlo par chaînes de Markov (MCMC) et optimisation à grande échelle, l'optimisation de recuit simulé, et le recuit quantique pour une optimisation à grande échelle.
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Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JP, KE, KG, KN, KP, KR, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Office (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (EPO) (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: English (EN)
Filing Language: English (EN)