Optimization & Constrained Search¶
Primes about searching a solution space for the best feasible element under constraints: linear, integer, and multiobjective programming, dynamic programming and branch-and-bound, greedy and heuristic methods, simulated annealing, plus local optima, regularization, and no-free-lunch limits on any single strategy.
18 primes in this family — primes that sit near one another in abstraction space (k-means over structural-signature embeddings). Each is shown with its structural–framed character and how distinctive (sparsely-neighbored) it is.
- Branch and Bound — structural · crowded
- Constraint — structural · crowded
- Dynamic Programming — structural · crowded
- Greedy Algorithm — — · mid
- Heuristic — mixed-structural · distinctive
- Integer Linear Programming (ILP) — mixed-structural · crowded
- Linear Programming (LP) — structural · crowded
- Local Optimum — — · mid
- Marginal Analysis — mixed-structural · mid
- Markov Decision Processes (MDPs) — structural · crowded
- Minimax Strategy — — · crowded
- Multiobjective Optimization — mixed-structural · crowded
- No Free Lunch Theorem — — · crowded
- Optimization — mixed-structural · crowded
- Problem Representation — — · crowded
- Problem Space — mixed-structural · mid
- Regularization — — · mid
- Simulated Annealing — structural · crowded