Essays about: "Generic Algorithm"

Showing result 1 - 5 of 59 essays containing the words Generic Algorithm.

1. 1. A Conjugate Residual Solver with Kernel Fusion for massive MIMO Detection

   University essay from Högskolan i Halmstad/Centrum för forskning om tillämpade intelligenta system (CAISR)

   Author : Ioannis Broumas; [2023]
   Keywords : MIMO; massive MIMO; GPU; CUDA; Software Defined Radio; SDR; MMSE; ZF; zero-forcing; parallel detection; iterative methods; conjugate residual; parallel computing; kernel fusion;

   Abstract : This thesis presents a comparison of a GPU implementation of the Conjugate Residual method as a sequence of generic library kernels against implementations ofthe method with custom kernels to expose the performance gains of a keyoptimization strategy, kernel fusion, for memory-bound operations which is to makeefficient reuse of the processed data. For massive MIMO the iterative solver is to be employed at the linear detection stageto overcome the computational bottleneck of the matrix inversion required in theequalization process, which is 𝒪(𝑛3) for direct solvers. READ MORE

3. 2. A Rule-based approach for detection of spatial object relations in images

   University essay from Högskolan i Halmstad/Centrum för forskning om tillämpade intelligenta system (CAISR)

   Author : Wahaj Afzal; [2023]
   Keywords : Spatial relations; Deep learning; Computer vision; Artificial intelligence.;

   Abstract : Deep learning and Computer vision are becoming a part of everyday objects and machines. Involvement of artificial intelligence in human’s daily life open doors to new opportunities and research. READ MORE

4. 3. Human-Centered Explainability Attributes In Ai-Powered Eco-Driving : Understanding Truck Drivers' Perspective

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Ermela Gjona; [2023]
   Keywords : Explainable AI; XAI; human-centered explainable AI; HCXAI; explainability; AI-powered systems; eco-driving; user needs;

   Abstract : The growing presence of algorithm-generated recommendations in AI-powered services highlights the importance of responsible systems that explain outputs in a human-understandable form, especially in an automotive context. Implementing explainability in recommendations of AI-powered eco-driving is important in ensuring that drivers understand the underlying reasoning behind the recommendations. READ MORE

5. 4. A Generic Model-based Diagnostic Framework using Satisfiability Solvers

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Peng Sun; [2022]
   Keywords : ;

   Abstract : Model-based Diagnosis (MBD) can be applied in many areas such as automotive diagnostics, circuit board diagnostics, medical diagnostics, software debugging etc. A large number of studies on consistency-based MBD have adopted the features of different satisfiability solvers. READ MORE

6. 5. Fair Partitioning of Procedurally Generated Game Maps for Grand Strategy Games

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Jens Ottander; [2022]
   Keywords : Procedural map generation; Constrained optimization; Categorical optimization; Multiobjective optimization; Genetic algorithms; NSGA-III; MOEA D-IEpsilon; Grand Strategy Games; Partitioning; Multiplayer Games;

   Abstract : Due to the high cost of manual content creation within the game development industry, methods for procedural generation of content such as game maps and levels have emerged. However, methods for generating game maps have remained relatively unexplored in competitive multiplayer contexts. READ MORE