Essays about: "mathematical task solving"

Showing result 1 - 5 of 8 essays containing the words mathematical task solving.

  1. 1. Solving the Schrödinger equation with artificial neural networks

    University essay from Lunds universitet/Matematisk fysik; Lunds universitet/Fysiska institutionen

    Author : Ibrohim Hamoud; [2021]
    Keywords : Physics and Astronomy;

    Abstract : Deep Learning Solves the Schrödinger Equation, a Fundamental Problem in Quantum Mechanics. The Schrödinger equation (SE) is a keystone of quantum physics, and it governs all phenomena of the microscopic world. READ MORE

  3. 2. Childhood Habituation in Evolution of Augmenting Topologies (CHEAT)

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Anton Moberg; [2020]
    Keywords : Neuroevolution; genetic algorithm; machine learning; ML; CHEAT; Childhood Habituation in Evolution of Augmenting Topologies; optimization; artificial neural network; self evolving; model selection; Physics and Astronomy;

    Abstract : Neuroevolution is a field within machine learning that applies genetic algorithms to train artificial neural networks. Neuroevolution of Augmenting Topologies (NEAT) is a method that evolves both the topology of the network and trains the weights of the network at the same time, and has been found to successfully solve reinforcement learning problems efficiently and the XOR problem with a minimal topology. READ MORE

  4. 3. Two subtypes of lung cancer classification from histopathology images based on deep learning

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Xiao Chen Shen; [2019]
    Keywords : deep learning; lung cancer; transfer learning; ensemble learning; Physics and Astronomy;

    Abstract : Adenocarcinoma (LUAD) and squamous cell carcinoma (LUSC) are the most common forms of lung cancer. These two subtypes of lung cancer are usually classified by visual inspection clinically. Our aim is to design an effective strategy based on convolutional neural networks to classify histopathology slides of these two types of lung cancer. READ MORE

  5. 4. Solving NTRU Challenges Using the New Progressive BKZ Library

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Erik Mårtensson; [2016]
    Keywords : NTRU Challenge; Progressive BKZ; BDD; Enumeration; SVP; Mathematics and Statistics; Technology and Engineering;

    Abstract : NTRU is a public-key cryptosystem, where the underlying mathematical problem is currently safe against large-scale quantum computer attacks. The system is not as well investigated, as for example RSA, and the company behind NTRU has created the NTRU Challenges, to remedy this. READ MORE

  6. 5. A framework for designing a modular muffler system by global optimization

    University essay from KTH/Optimeringslära och systemteori

    Author : Fredrik Frithiof; [2015]
    Keywords : Muffler Optimization; Four-pole Method; Transfer Matrix Method TMM ; Global Search; MultiStart; Genetic Algorithm; Pattern Search; Simulated Annealing; Ljuddämparoptimering; 4-polsmetoden; Transfer Matrix Method TMM ; Global Search; MultiStart; Genetic Algorithm; Pattern Search; Simulated Annealing;

    Abstract : When creating a muffler to be installed on a noise generating machine, the design parameters as well as the placements of sound attenuating elements has to be optimized in order to minimize the sound coming out of the equipage. This is exemplified in a small project task for students of a basic course in optimization at KTH. READ MORE