Project assignment of the "Optimization methods and algorithms" course focused on implementing a hybrid meta-heuristic algorithm to solve the optimal database design problem.
Meta Ensemble Self-Learning Model with Optimization
Looking at current bus stops in the Island of Montréal to recommend a routing strategy for a fleet of buses. Involves Mixed Integer Programming Optimization to get optimal routes and minimum number of buses to serve transportation requirements.
In this course students will be exposed to advanced methodologies in statistics computing and optimization methods, and get hand-on experience by applying various techniques on real-world data.
This repository contains the source code and documentation for the OptiNumPy library, a numerical analysis optimization package written in Python. The library provides various numerical optimization algorithms for solving optimization problems.
Optimization Techniques Lab questions solved using Python.
PhD thesis in Applied Physics
This python code is developed by Sreemannarayana Ikkurthi, as a part of course notes for the course 15AES477: Multidisciplinary Design Optimization (MDO). In support of Dr. Rajesh Senthil Kumar T., Assistant Professor, Department of Aerospace Engneering, Amrita Vishwa Vidyapeetham.
An implementation of adan optimizer for optax
Прикладная математика для анализа данных: оптимизация, матрицы, тензоры.
To solve the three-dimensional pallet-packing problem faced by distributors.
Numerical methods are computational techniques used to approximate solutions for complex mathematical problems without exact analytical solutions.
Scalable Computation of Hessian Diagonals
Acoustic design exploration and material property identification for porous structures
Quasi-Newton optimization methods for Deep Learning using PyTorch-Optimizer interface.
Marketing Campaign Effectiveness (Prescriptive Analytics)
CERN ROOT codes used to develop the images and graphs in the article on my blog: http://muonray.blogspot.com/2014/09/particle-physics-software-and-financial.html
Optimization the cross-sectional area for a double-clamped beam (Python)
Coding assignments for the course "Advanced Programming and Optimization Algorithms"
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