
KELLEY
 Referenced in 631 articles
[sw04829]
 complete generality and confine our scope to algorithms that are easy to implement ... considered. Chapter 3 is devoted to linesearch and trustregion methods, which are used ... used to demonstrate the behavior of optimization algorithms. Chapter 7 introduces implicit filtering, a technique ... noise level in the function. Direct search algorithms, including the NelderMead, multidirectional search...

Chaff
 Referenced in 586 articles
[sw06916]
 variants of the DavisPutnam (DP) search algorithm. In this paper we describe the development ... careful engineering of all aspects of the search  especially a particularly efficient implementation of Boolean...

TETRAD
 Referenced in 430 articles
[sw12177]
 suite of principled search (”exploration,” ”discovery”) algorithms it providesfor example its ability to search...

Scatter Search
 Referenced in 293 articles
[sw05291]
 wide array of hard optimization problems. Scatter search constructs new trial solutions by combining ... other evolutionary methods like genetic algorithms, scatter search is founded on the premise that systematic ... instantiation of scatter search can compete with the bestknown training algorithms in terms...

Walksat
 Referenced in 209 articles
[sw04328]
 GSAT and WalkSat are local search algorithms to solve Boolean satisfiability problems. Both algorithms work...

CGAL
 Referenced in 384 articles
[sw00118]
 alpha shapes, convex hull algorithms (in 2D, 3D and dD), search structures (kd trees ... nearest neighbor search, and range and segment trees), interpolation (natural neighbor interpolation and placement ... data structures. All these data structures and algorithms operate on geometric objects like points ... sorting functions, as well as a matrix search framework and a solver for linear...

GSA
 Referenced in 128 articles
[sw40815]
 gravitational search algorithm. In recent years, various heuristic optimization methods have been developed. Many ... mass interactions is introduced. In the proposed algorithm, the searcher agents are a collection ... been compared with some wellknown heuristic search methods. The obtained results confirm the high...

SVMlight
 Referenced in 264 articles
[sw04076]
 2002a]. New in this version is an algorithm for learning ranking functions [Joachims, 2002c ... applications like search engines and recommender systems. Futhermore, this version includes an algorithm for training ... largescale transductive SVMs. The algorithm proceeds by solving a sequence of optimization problems lower ... form of local search. A detailed description of the algorithm can be found in [Joachims...

HypE
 Referenced in 85 articles
[sw19794]
 HypE: an algorithm for fast hypervolumebased manyobjective optimization. In the field of evolutionary ... indicator’s potential; current hypervolumebased search algorithms are limited to problems with only ... this issue and proposes a fast search algorithm that uses Monte Carlo simulation to approximate ... detail, we present HypE, a hypervolume estimation algorithm for multiobjective optimization, by which...

GWO
 Referenced in 96 articles
[sw40816]
 grey wolves (Canis lupus). The GWO algorithm mimics the leadership hierarchy and hunting mechanism ... hunting, searching for prey, encircling prey, and attacking prey, are implemented. The algorithm is then ... with Particle Swarm Optimization (PSO), Gravitational Search Algorithm (GSA), Differential Evolution (DE), Evolutionary Programming ... that the proposed algorithm is applicable to challenging problems with unknown search spaces...

mctoolbox
 Referenced in 1485 articles
[sw04827]
 factorizations, visualizing matrices, and carrying out direct search optimization. Various other miscellaneous functions are also ... book Accuracy and Stability of Numerical Algorithms (SIAM, Second edition, August...

HdBCS
 Referenced in 81 articles
[sw29884]
 software implementing a an efficient stochastic search algorithm for for exploring spaces of Gaussian Graphical...

SMAC
 Referenced in 79 articles
[sw27215]
 configuration) is a versatile tool for optimizing algorithm parameters (or the parameters of some other ... both local search and tree search algorithms by orders of magnitude on certain instance distributions...

ParEGO
 Referenced in 60 articles
[sw10968]
 paper, we investigate two algorithms that use advanced initialization and search strategies to operate better ... these conditions. The first algorithm, Bin_MSOPS, uses a binary search tree to divide ... empty regions near `fit’ solutions. The second algorithm, ParEGO, begins with solutions in a latin ... total. Results indicate that the two algorithms search the space in very different ways...

NOMAD
 Referenced in 105 articles
[sw02916]
 that implements the Mesh Adaptive Direct Search (MADS) algorithm for blackbox optimization under general nonlinear...

DIRECT
 Referenced in 65 articles
[sw03054]
 massively parallel implementations for a global search algorithm DIRECT. Two parallel schemes take different approaches...

GRASP
 Referenced in 130 articles
[sw01094]
 Algorithm 754: Fortran subroutines for approximate solution of dense quadratic assignment problems using GRASP (greedy ... randomized adaptive search procedures...

PISA
 Referenced in 63 articles
[sw01397]
 textbased interface for search algorithms. It splits an optimization process into two modules...

fminsearch
 Referenced in 271 articles
[sw07467]
 Mead simplex algorithm, first published in 1965, is an enormously popular direct search method ... been proved explicitly for the NelderMead algorithm. This paper presents convergence properties...

Paramils
 Referenced in 86 articles
[sw00678]
 provide methods for optimizing a target algorithm’s performance on a given class of problem ... review a family of localsearchbased algorithm configuration procedures and present novel techniques...