Coin Change Problem

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Related lectures (30)

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Optimization in Large Search Spaces: GPU-Accelerated Join Order

Explores GPU-accelerated join order optimization in large search spaces, leveraging graph topology to reduce computational overheads.

Optimization with Constraints: KKT Conditions

Covers the KKT conditions for optimization with constraints, essential for solving constrained optimization problems efficiently.

Distributed Computing Execution Models

Explores challenges in minimizing job completion time in distributed computing, focusing on data skew impact and efficient processing.

Dynamic Programming: Rod Cutting and Change Making

Explores dynamic programming through rod cutting and change making optimization problems.

Dataflow Analysis: Optimization

Explores dataflow analysis for optimization, including equations solving, live variables, reaching definitions, and very busy expressions.

Transporters: a proxy for parallel transport

Explores transporters as a practical alternative to parallel transport, discussing minimal requirements, examples with matrices, pragmatic choices, and optimization algorithms.

Approximation Algorithms

Covers approximation algorithms for optimization problems, LP relaxation, and randomized rounding techniques.

Computation & Algorithms II: Binary Search and Merge Sort

Explores binary search, merge sort, recursion in algorithms, Fibonacci numbers, and dynamic programming.

Taylor Expansions: First Order

Explores Taylor expansions of first order in optimization on manifolds.

Optimization Duality: Theory and Algorithms

Explores optimization duality, weak and strong duality, practical optimization algorithms, and challenges in nonconvex-concave problems.