Lipschitzian optimization without the Lipschitz constant

Acceleration Tools for Diagonal Information Global Optimization Algorithms

Computational Optimization and Applications

Using DIRECT to Solve an Aircraft Routing Problem

Computational Optimization and Applications

A Multivariate Global Optimization Using Linear Bounding Functions

Journal of Global Optimization

Global Optimization by Multilevel Coordinate Search

Journal of Global Optimization

A Radial Basis Function Method for Global Optimization

Journal of Global Optimization

A Locally-Biased form of the DIRECT Algorithm

Journal of Global Optimization

A Comparison of Global Optimization Methods for the Design of a High-speed Civil Transport

Journal of Global Optimization

Dynamic Data Structures for a Direct Search Algorithm

Computational Optimization and Applications

S4W: Globally Optimized Design of Wireless Communications Systems

IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium

Parallel global aircraft configuration design space exploration

Practical parallel computing

Detection and Delineation of Multiple Sclerosis Lesions in Gadolinium-Enhanced 3D T1-Weighted MRI Data

CBMS '00 Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS'00)

A Pseudo-Global Optimization Approach with Application to the Design of Containerships

Journal of Global Optimization

Towards integrated PSEs for wireless communications: experiences with the S4W and SitePlanner® projects

ACM SIGMOBILE Mobile Computing and Communications Review

Next generation modeling II - applications: improving the development process for eukaryotic cell cycle models with a modeling support environment

Proceedings of the 35th conference on Winter simulation: driving innovation

TRIOPT: a triangulation-based partitioning algorithm for global optimization

Journal of Computational and Applied Mathematics

Constrained Global Optimization of Expensive Black Box Functions Using Radial Basis Functions

Journal of Global Optimization

Using Global Optimization for a Microparticle Identification Problem with Noisy Data

Journal of Global Optimization

A Shape-from-Shading Method of Polyhedral Objects Using Prior Information

IEEE Transactions on Pattern Analysis and Machine Intelligence

Global Optimization of Stochastic Black-Box Systems via Sequential Kriging Meta-Models

Journal of Global Optimization

A Combined Global & Local Search (CGLS) Approach to Global Optimization

Journal of Global Optimization

Optimal algorithms for global optimization in case of unknown Lipschitz constant

Journal of Complexity - Special issue: Algorithms and complexity for continuous problems Schloss Dagstuhl, Germany, September 2004

Optimizing Preventive Maintenance Models

Computational Optimization and Applications

BSML: A binding schema markup language for data interchange in problem solving environments

Scientific Programming

A particle swarm pattern search method for bound constrained global optimization

Journal of Global Optimization

A Mathematical Programming Formulation for the Budding Yeast Cell Cycle

Simulation

Deterministic parallel global parameter estimation for a model of the budding yeast cell cycle

Journal of Global Optimization

Extension of the direct optimization algorithm for noisy functions

Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come

Optimising an inductor circuit and a two-stage operational transconductance amplifier using evolutionary and classical algorithms

International Journal of Computational Science and Engineering

On predicting in-building WiFi coverage with a fast discrete approach

International Journal of Mobile Network Design and Innovation

Design and implementation of a massively parallel version of DIRECT

Computational Optimization and Applications

Nonsmooth optimization through Mesh Adaptive Direct Search and Variable Neighborhood Search

Journal of Global Optimization

SNOBFIT -- Stable Noisy Optimization by Branch and Fit

ACM Transactions on Mathematical Software (TOMS)

An adaptive radial basis algorithm (ARBF) for expensive black-box global optimization

Journal of Global Optimization

Letters: Solving local minima problem with large number of hidden nodes on two-layered feed-forward artificial neural networks

Neurocomputing

A methodology for automated fuzzy model generation

Fuzzy Sets and Systems

Integration of Ab Initio Nuclear Physics Calculations with Optimization Techniques

ICCS '08 Proceedings of the 8th international conference on Computational Science, Part I

Optimal manipulator design for a cucumber harvesting robot

Computers and Electronics in Agriculture

A kriging based method for the solution of mixed-integer nonlinear programs containing black-box functions

Journal of Global Optimization

A note on the non-negativity of continuous-time ARMA and GARCH processes

Statistics and Computing

Performance Modeling and Analysis of a Massively Parallel Direct - Part 1

International Journal of High Performance Computing Applications

Performance Modeling and Analysis of a Massively Parallel Direct - Part 2

International Journal of High Performance Computing Applications

Algorithm 897: VTDIRECT95: Serial and parallel codes for the global optimization algorithm direct

ACM Transactions on Mathematical Software (TOMS)

A hybrid multiagent approach for global trajectory optimization

Journal of Global Optimization

BBOB-benchmarking the DIRECT global optimization algorithm

Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers

PSwarm: a hybrid solver for linearly constrained global derivative-free optimization

Optimization Methods & Software - GLOBAL OPTIMIZATION

Optimizing Omega

Journal of Global Optimization

Efficient Multi-start Strategies for Local Search Algorithms

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I

A power aware study for VTDIRECT95 using DVFS

SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference

Power minimization of central Wishart MIMO block-fading channels

IEEE Transactions on Communications

Energy-efficient multiuser SIMO: achieving probabilistic robustness with Gaussian channel uncertainty

IEEE Transactions on Communications

Lipschitz and Hölder global optimization using space-filling curves

Applied Numerical Mathematics

Improvement of vibrational comfort on agricultural vehicles by passive and semi-active cabin suspensions

Computers and Electronics in Agriculture

Optimal algorithms for global optimization in case of unknown Lipschitz constant

Journal of Complexity - Special issue: Algorithms and complexity for continuous problems Schloss Dagstuhl, Germany, September 2004

TRIOPT: a triangulation-based partitioning algorithm for global optimization

Journal of Computational and Applied Mathematics

Benchmarking a wide spectrum of metaheuristic techniques for the radio network design problem

IEEE Transactions on Evolutionary Computation

Input Constraints Handling in an MPC/Feedback Linearization Scheme

International Journal of Applied Mathematics and Computer Science

Simulation based optimization of a sheet-metal press line

ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation

A DIRECT-based approach exploiting local minimizations for the solution of large-scale global optimization problems

Computational Optimization and Applications

Dual gradient descent algorithm on two-layered feed-forward artificial neural networks

IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems

Using parallel computing and grid systems for genetic mapping of quantitative traits

PARA'06 Proceedings of the 8th international conference on Applied parallel computing: state of the art in scientific computing

Solutions to quadratic minimization problems with box and integer constraints

Journal of Global Optimization

A partition-based global optimization algorithm

Journal of Global Optimization

A genetic algorithm for a global optimization problem arising in the detection of gravitational waves

Journal of Global Optimization

A new algorithm applied to the evaluation of self excited induction generator performance

ACMOS'10 Proceedings of the 12th WSEAS international conference on Automatic control, modelling & simulation

Original paper: Multiobjective optimization subject to uncertainty: Application to irrigation strategy management

Computers and Electronics in Agriculture

Results of two global optimization algorithms applied to a problem in biomechanics

SpringSim '10 Proceedings of the 2010 Spring Simulation Multiconference

When does dependency modelling help? using a randomized landscape generator to compare algorithms in terms of problem structure

PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I

Incorporating domain models into Bayesian optimization for RL

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III

Optimization in Non-Standard Problems. An Application to the Provision of Public Inputs

Computational Economics

Study of multiscale global optimization based on parameter space partition

Journal of Global Optimization

A Bayesian interactive optimization approach to procedural animation design

Proceedings of the 2010 ACM SIGGRAPH/Eurographics Symposium on Computer Animation

Parallel scalable algorithms with mixed local-global strategy for global optimization problems

MTPP'10 Proceedings of the Second Russia-Taiwan conference on Methods and tools of parallel programming multicomputers

Implementation and validation of a new combined model for outdoor to indoor radio coverage predictions

EURASIP Journal on Wireless Communications and Networking

Optimal design of automotive hybrid powertrain systems

ecodesign'99 Proceedings of the First international conference on Environmentally conscious design and inverse manufacturing

Color compatibility from large datasets

ACM SIGGRAPH 2011 papers

Pancreas modelling by a deterministic optimisation method

International Journal of Data Mining and Bioinformatics

An investigation into the merger of stochastic diffusion search and particle swarm optimisation

Proceedings of the 13th annual conference on Genetic and evolutionary computation

A comparison of alternatives for communicating with spawned processes

Proceedings of the 49th Annual Southeast Regional Conference

Crystal structure determination by global optimisation in configuration space: a case study for distributed computing on the NRW-grid

International Journal of Computational Science and Engineering

Load redistribution mechanism in damage tolerant and redundant truss structure

Structural and Multidisciplinary Optimization

Direct search versus simulated annealing on two high dimensional problems

Proceedings of the 19th High Performance Computing Symposia

Communication with spawned processes

Proceedings of the 19th High Performance Computing Symposia

Lipschitz bandits without the Lipschitz constant

ALT'11 Proceedings of the 22nd international conference on Algorithmic learning theory

Efficient multi-start strategies for local search algorithms

Journal of Artificial Intelligence Research

A metamodel-assisted evolutionary algorithm for expensive optimization

Journal of Computational and Applied Mathematics

Convergence Rates of Efficient Global Optimization Algorithms

The Journal of Machine Learning Research

Low dimensional simplex evolution: a new heuristic for global optimization

Journal of Global Optimization

A dynamic convexized function with the same global minimizers for global optimization

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

An immunological algorithm for global numerical optimization

EA'05 Proceedings of the 7th international conference on Artificial Evolution

Lipschitzian pattern search and immunological algorithm with quasi-newton method for the protein folding problem: an innovative multistage approach

WIRN'05 Proceedings of the 16th Italian conference on Neural Nets

Approximate branch-and-bound global optimization using B-spline hypervolumes

Advances in Engineering Software

Stress inversion using slip tendency

Computers & Geosciences

Lipschitz gradients for global optimization in a one-point-based partitioning scheme

Journal of Computational and Applied Mathematics

Using landscape topology to compare continuous metaheuristics: A framework and case study on edas and ridge structure

Evolutionary Computation

Learning where to attend with deep architectures for image tracking

Neural Computation

Direct search and stochastic optimization applied to two nonconvex nonsmooth problems

Proceedings of the 2012 Symposium on High Performance Computing

Clonal selection: an immunological algorithm for global optimization over continuous spaces

Journal of Global Optimization

An experimental methodology for response surface optimization methods

Journal of Global Optimization

Constrained multifidelity optimization using model calibration

Structural and Multidisciplinary Optimization

Query strategies for evading convex-inducing classifiers

The Journal of Machine Learning Research

An approach to constrained global optimization based on exact penalty functions

Journal of Global Optimization

Bare bones particle swarms with jumps

ANTS'12 Proceedings of the 8th international conference on Swarm Intelligence

Automatic surrogate model type selection during the optimization of expensive black-box problems

Proceedings of the Winter Simulation Conference

Experimental comparison of six population-based algorithms for continuous black box optimization

Evolutionary Computation

A comparison of global search algorithms for continuous black box optimization

Evolutionary Computation

Adjusting process count on demand for petascale global optimization

Parallel Computing

Worst-case global optimization of black-box functions through Kriging and relaxation

Journal of Global Optimization

Application of particle swarm optimization in epileptic spike EEG source localization

Applied Soft Computing

An evaluation of sequential model-based optimization for expensive blackbox functions

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation

A branch and bound algorithm for the global optimization of Hessian Lipschitz continuous functions

Journal of Global Optimization

Exploring or reducing noise?

Structural and Multidisciplinary Optimization

Unified frameworks for sampled-data extremum seeking control: Global optimisation and multi-unit systems

Automatica (Journal of IFAC)

A fast partitioning algorithm and its application to earthquake investigation

Computers & Geosciences

A computational study on different penalty functions with DIRECT algorithm

ICCSA'13 Proceedings of the 13th international conference on Computational Science and Its Applications - Volume 1

Technical communique: Delayed static output feedback control of a network of double integrator agents

Automatica (Journal of IFAC)

A parallel hybrid optimization algorithm for fitting interatomic potentials

Applied Soft Computing

Bayesian optimization in high dimensions via random embeddings

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

Pose refinement of transparent rigid objects with a stereo camera

Transactions on Computational Science XIX

Lipschitz global optimization methods in control problems

Automation and Remote Control

A modification of the DIRECT method for Lipschitz global optimization for a symmetric function

Journal of Global Optimization

Algorithm runtime prediction: Methods & evaluation

Artificial Intelligence

Global search perspectives for multiobjective optimization

Journal of Global Optimization

Parallel deterministic and stochastic global minimization of functions with very many minima

Computational Optimization and Applications

BoostingTree: parallel selection of weak learners in boosting, with application to ranking

Machine Learning

Comparing traditional and fuzzy-set solutions to Q, r inventory systems with discrete lead-time distributions

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Parallel Parameter Identification in Industrial Biotechnology

International Journal of Parallel Programming

Simplicial Lipschitz optimization without the Lipschitz constant

Journal of Global Optimization