Suchergebnisse - General topics in the theory of algorithms

Quantum algorithms for quantum field theories von Jordan, Stephen P, Lee, Keith S M, Preskill, John

“… We developed a quantum algorithm to compute relativistic scattering probabilities in a massive quantum field theory with quartic self-interactions (φ(4) theory …”
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Noise-induced barren plateaus in variational quantum algorithms von Wang, Samson, Fontana, Enrico, Cerezo, M., Sharma, Kunal, Sone, Akira, Cincio, Lukasz, Coles, Patrick J.

“… Variational Quantum Algorithms (VQAs) may be a path to quantum advantage on Noisy Intermediate-Scale Quantum (NISQ) computers …”
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Nature-inspired optimization algorithms von Yang, Xin-She

“… Nature-Inspired Optimization Algorithms provides a systematic introduction to all major nature-inspired algorithms for …”
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Opportunities for neuromorphic computing algorithms and applications von Schuman, Catherine D., Kulkarni, Shruti R., Parsa, Maryam, Mitchell, J. Parker, Date, Prasanna, Kay, Bill

“… Here, we review recent results in neuromorphic computing algorithms and applications …”
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Genetic Algorithm Based on Natural Selection Theory for Optimization Problems von Albadr, Musatafa Abbas, Tiun, Sabrina, Ayob, Masri, AL-Dhief, Fahad

“… The metaheuristic genetic algorithm (GA) is based on the natural selection process that falls under the umbrella category of evolutionary algorithms (EA …”
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Predictive Performances of Ensemble Machine Learning Algorithms in Landslide Susceptibility Mapping Using Random Forest, Extreme Gradient Boosting (XGBoost) and Natural Gradient Boosting (NGBoost) von Kavzoglu, Taskin, Teke, Alihan

“… Across the globe, landslides have been recognized as one of the most detrimental geological calamities, especially in hilly terrains. However, the correct …”
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Fair algorithms for selecting citizens’ assemblies von Flanigan, Bailey, Gölz, Paul, Gupta, Anupam, Hennig, Brett, Procaccia, Ariel D.

“… . Here we apply ideas from fair division to develop selection algorithms that satisfy the two desiderata simultaneously to the greatest possible …”
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Improved machine learning algorithm for predicting ground state properties von Lewis, Laura, Huang, Hsin-Yuan, Tran, Viet T., Lehner, Sebastian, Kueng, Richard, Preskill, John

“… In this work, we give a classical machine learning (ML) algorithm for predicting ground state properties with an inductive bias encoding geometric locality …”
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Genetic algorithms and genetic programming: modern concepts and practical applications von Affenzeller, Michael

“… Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications discusses algorithmic developments in the context of genetic algorithms (GAs …”
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Algorithms and tools for high-throughput geometry-based analysis of crystalline porous materials von Willems, Thomas F., Rycroft, Chris H., Kazi, Michaeel, Meza, Juan C., Haranczyk, Maciej

“… [Display omitted] ► We present algorithms for analysis of the void space in porous materials …”
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Demonstration of two-qubit algorithms with a superconducting quantum processor von DiCarlo, L., Chow, J. M., Gambetta, J. M., Bishop, Lev S., Johnson, B. R., Schuster, D. I., Majer, J., Blais, A., Frunzio, L., Girvin, S. M., Schoelkopf, R. J.

“… — the demonstration of the first solid-state quantum processor, which was used to execute two quantum algorithms …”
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On-line expectation-maximization algorithm for latent data models von Cappé, Olivier, Moulines, Eric

“… ) algorithm applicable to latent variable models of independent observations. Compared with the algorithm of Titterington, this approach is more directly connected …”
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The Everyday Life of an Algorithm von Neyland, Daniel

“… This open access book begins with an algorithm–a set of IF…THEN rules used in the development of a new, ethical, video surveillance architecture for transport hubs …”
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Numerical analysis, spectral graph theory, orthogonal polynomials and quantum algorithms von Minenkova, Anastasiia, Mograby, Gamal, Zhan, Hanmeng

“… (graph theory, matrix theory, optimization, theory of orthogonal polynomials and more) into physics, computer science and chemistry …”
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The Traveling Salesman Problem: A Computational Study von Applegate, David L, Bixby, Robert E, Chvátal, Vašek, Cook, William J

“… This book presents the latest findings on one of the most intensely investigated subjects in computational mathematics--the traveling salesman problem. It …”
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A Comprehensive Review of Swarm Optimization Algorithms von Ab Wahab, Mohd Nadhir, Nefti-Meziani, Samia, Atyabi, Adham

“… Many swarm optimization algorithms have been introduced since the early 60's, Evolutionary Programming to the most recent, Grey Wolf Optimization …”
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Diverse and robust molecular algorithms using reprogrammable DNA self-assembly von Woods, Damien, Doty, David, Myhrvold, Cameron, Hui, Joy, Zhou, Felix, Yin, Peng, Winfree, Erik

“… and execute algorithms. The self-assembly of relatively simple units into complex products 1 is particularly well suited for such investigations …”
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Self-Regularity: A New Paradigm for Primal-Dual Interior-Point Algorithms von Peng, Jiming, Roos, Cornelis, Terlaky, Tamás

“… Two contrasting approaches in the analysis and implementation of IPMs are the so-called small-update and large-update methods, although, until now, there has been a notorious gap between the theory …”
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TGMin： A global-minimum structure search program based on a constrained basin-hopping algorithm von Zhao, Yafan, Chen, Xin, Li, Jun

“… ） algorithm implemented in this program. To improve the efficiency of the BH algorithm, several types of constraints are introduced to reduce the vast search space, including constraints on the random displacement step size, displacement …”
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Autocatalytic networks in biology: structural theory and algorithms von Steel, Mike, Hordijk, Wim, Xavier, Joana C

“… This, in turn, allows for the development of efficient (polynomial-time) algorithms for questions that are computationally intractable (NP-hard …”
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