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1. Propeller-Performance-Optimization Propeller-Performance-Optimization Public

   I optimized the efficiency characteristics of flight for a propeller determined by its torque, thrust, rotor diameter, rotor speed, and angle of attack where these parameters are subject to nonline…

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2. Data-Fitting-Functions Data-Fitting-Functions Public

   I developed code to fit the parameters of a sinusoid function to measured data. To do this, I developed Python code from scratch which implements the following methods: Gradient descent, Conjugate …

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3. Derivative-Free-Optimization-Strategies Derivative-Free-Optimization-Strategies Public

   I developed Python code from scratch which implements some derivative free optimization strategies. The first method is the Nelder-Mead simplex method and the second method is the genetic algorithm…

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4. Finding-Central-Locations Finding-Central-Locations Public

   I developed code which solves for a best fit solution of a function when too many constraints create no feasible solution. To accomplish this, I called my Python optimization algorithm to solve thi…

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5. Quadratic-Programming Quadratic-Programming Public

   I developed Python code to minimize quadratic functions subject to constraints. This program has the ability to solve linear functions, unconstrained quadratic functions, equality constrained quadr…

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6. Sequential-Quadratic-Programming Sequential-Quadratic-Programming Public

   I developed code which implements my own version of the sequential quadratic program, requiring no Lagrange multipiers. I used the damped BFGS method to approximate a hessian, forcing it to be posi…

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