User:Qdevapps/Books/OPTIMIZATION WIKI-REVIEW




WikiProject Wikipedia-Books (questions and assistance). Edit this book: Book Creator · Wikitext Order a printed copy from: PediaPress [ About ] [ Advanced ] [ FAQ ] [ Feedback ] [ Help ] [ WikiProject ] [ Recent Changes ]

OPTIMIZATION WIKI-REVIEW

CONTINUOUS AND CONVEX OPTIMIZATION: Mathematical optimization; Nonlinear programming; Convex optimization; Lagrange multiplier; Karush–Kuhn–Tucker conditions; Duality (optimization); Relaxation (approximation); Hill climbing; Stochastic hill climbing; Gradient descent; Conjugate gradient method; Conjugate residual method; Preconditioner; Nonlinear conjugate gradient method; Stochastic gradient descent; Newton's method; Newton's method in optimization; Quasi-Newton method; BFGS method; Limited-memory BFGS; Hessian matrix; Nelder–Mead method; Levenberg–Marquardt algorithm; Gauss–Newton algorithm; Line search; Coordinate descent; Pattern search (optimization); Golden section search; Brent's method; Interpolation search; Bisection method; Secant method; False position method; Ridders' method; Iterative method; Rate of convergence; Random optimization; Random search; Luus–Jaakola; Subderivative; Subgradient method; Interior point method; Projections onto convex sets; Maximum likelihood; Mean-shift
LINEAR PROGRAMMING AND EXTENSIONS: Linear programming; Simplex algorithm; Integer programming; Cutting-plane method; Linear programming relaxation; Branch and cut; Randomized rounding; Fractional coloring
COMBINATORIAL OPTIMIZATION AND SEARCH METHODS: Combinatorial optimization; Constraint satisfaction; Combinatorial search; Karp's 21 NP-complete problems; Boolean satisfiability problem; Maximum satisfiability problem; Assignment problem; Quadratic assignment problem; Quadratic bottleneck assignment problem; Knapsack problem; Graph (mathematics); Travelling salesman problem; Clique problem; Clique cover problem; Vertex cover; Exact cover; Partition problem; Backtracking; Branch and bound; Greedy algorithm; Dynamic programming; Binary search algorithm
GRAPH OPTIMIZATION: Graph traversal; Tree traversal; Depth-first search; Breadth-first search; Best-first search; Beam search; A* search algorithm; B*; IDA*; Alpha–beta pruning; Pathfinding; Kruskal's algorithm; Prim's algorithm; Euclidean shortest path; Bellman–Ford algorithm; Longest path problem; Critical path method; Dijkstra's algorithm; Dykstra's projection algorithm; Minimum spanning tree
GLOBAL AND RANDOMIZED OPTIMIZATION: Metaheuristic; Approximation theory; Stochastic optimization; Global optimization; Simulated annealing; Monte Carlo method; Stochastic tunneling; Reactive search optimization
METAHEURISTICS: Genetic algorithm; Evolutionary computation; Genetic programming; Evolutionary programming; Evolution strategy; Differential evolution; Ant colony optimization algorithms; Particle swarm optimization; Artificial immune system; Cultural algorithm; No free lunch in search and optimization