Optimization of Complex Systems: Theory, Models, Algorithms and ApplicationsHoai An Le Thi, Hoai Minh Le, Tao Pham Dinh Springer, 15 juin 2019 - 1152 pages This book contains 112 papers selected from about 250 submissions to the 6th World Congress on Global Optimization (WCGO 2019) which takes place on July 8–10, 2019 at University of Lorraine, Metz, France. The book covers both theoretical and algorithmic aspects of Nonconvex Optimization, as well as its applications to modeling and solving decision problems in various domains. It is composed of 10 parts, each of them deals with either the theory and/or methods in a branch of optimization such as Continuous optimization, DC Programming and DCA, Discrete optimization & Network optimization, Multiobjective programming, Optimization under uncertainty, or models and optimization methods in a specific application area including Data science, Economics & Finance, Energy & Water management, Engineering systems, Transportation, Logistics, Resource allocation & Production management. The researchers and practitioners working in Nonconvex Optimization and several application areas can find here many inspiring ideas and useful tools & techniques for their works. |
Table des matières
| 3 | |
| 16 | |
| 26 | |
| 37 | |
| 48 | |
| 58 | |
Concurrent Topological Optimization of a Multicomponent Arm for a Tube Bending Machine | 68 |
Discrete Interval Adjoints in Unconstrained Global Optimization | 78 |
A Method for Solving Some Class of Multilevel Multileader Multifollower Programming Problems | 589 |
A Mixture Design of Experiments Approach for Genetic Algorithm Tuning Applied to Multiobjective Optimization | 600 |
A Numerical Study on MIP Approaches over the Efficient Set | 611 |
AnalyticsBased Decomposition of a Class of Bilevel Problems | 617 |
KrigingAssisted Multiobjective Constrained Global Optimization | 627 |
Multistage Global Search Using Various Scalarization Schemes in Multicriteria Optimization Problems | 638 |
Necessary Optimality Condition for Nonlinear Interval Vector Programming Problem Under BArcwise Connected Functions | 649 |
On the Applications of Nonsmooth Vector Optimization Problems to Solve Generalized Vector Variational Inequalities Using Convexificators | 660 |
Diving for Sparse PartiallyReflexive Generalized Inverses | 89 |
Filtering Domains of Factorable Functions Using Interval Contractors | 99 |
Leveraging Local Optima Network Properties for Memetic Differential Evolution | 109 |
Factorization and the Chebyshev Norm Bounds | 119 |
New Dynamic Programming Approach to Global Optimization | 128 |
On Chebyshev Center of the Intersection of Two Ellipsoids | 135 |
On Conic Relaxations of Generalization of the Extended Trust Region Subproblem | 145 |
On Constrained Optimization Problems Solved Using the Canonical Duality Theory | 155 |
On Controlled Variational Inequalities Involving Convex Functionals | 164 |
On Lagrange Duality for Several Classes of Nonconvex Optimization Problems | 175 |
Semidifferentiable Case | 182 |
Parallel Multimemetic Global Optimization Algorithm for Optimal Control of Polyarylenephthalides ThermallyStimulated Luminescence | 191 |
Proper Choice of Control Parameters for CoDE Algorithm | 202 |
Semidefinite Programming Based Convex Relaxation for Nonconvex Quadratically Constrained Quadratic Programming | 213 |
Solving a Type of the Tikhonov Regularization of the Total Least Squares by a New SLemma | 221 |
Solving Mathematical Programs with Complementarity Constraints with a Penalization Approach | 228 |
Stochastic Tunneling for Improving the Efficiency of Stochastic Efficient Global Optimization | 238 |
The Bernstein Polynomials Based Globally Optimal Nonlinear Model Predictive Control | 247 |
Towards the Biconjugate of Bivariate Piecewise Quadratic Functions | 257 |
Tractable Relaxations for the Cubic OneSpherical Optimization Problem | 267 |
DC Programming and DCA | 277 |
A DC Algorithm for Solving Multiobjective Stochatic Problem via Exponential Utility Functions | 278 |
A DCABased Approach for Outage Constrained Robust Secure PowerSplitting SWIPT MISO System | 289 |
A Novel Hybrid Approach for Binary Quadratic Programs | 299 |
LowRank Matrix Recovery with Ky Fan 2kNorm | 310 |
Online DCA for Times Series Forecasting Using Artificial Neural Network | 320 |
Parallel DC Cutting Plane Algorithms for Mixed Binary Linear Program | 330 |
Sentence Compression via DC Programming Approach | 341 |
Discrete Optimization and Network Optimization | 352 |
A Horizontal Method of Localizing Values of a Linear Function in PermutationBased Optimization | 353 |
An Experimental Comparison of Heuristic Coloring Algorithms in Terms of Found Color Classes on Random Graphs | 365 |
Cliques for MultiTerm Linearization of 01 Multilinear Program for Boolean Logical Pattern Generation | 376 |
Gaining or Losing Perspective | 387 |
Game Equilibria and Transition Dynamics with Networks Unification | 398 |
Local Search Approaches with Different ProblemSpecific Steps for Sensor Network Coverage Optimization | 407 |
Modelling Dynamic ProgrammingBased Global Constraints in Constraint Programming | 417 |
Modified Extended Cutting Plane Algorithm for Mixed Integer Nonlinear Programming | 428 |
On Proximity for kRegular MixedInteger Linear Optimization | 438 |
On Solving Nonconvex MINLP Problems with SHOT | 448 |
Reversed Search Maximum Clique Algorithm Based on Recoloring | 458 |
Sifting Edges to Accelerate the Computation of Absolute 1Center in Graphs | 468 |
Solving an MINLP with Chance Constraint Using a Zhangs Copula Family | 477 |
Maximizing Submodular + Supermodular Functions | 488 |
Towards Multitree Methods for LargeScale Global Optimization | 498 |
Optimization under Uncertainty | 507 |
Fuzzy Pareto Solutions in Fully Fuzzy Multiobjective Linear Programming | 509 |
Minimax Inequalities and Variational Equations | 518 |
Optimization of RealLife Integrated Solar Desalination Water Supply System with Probability Functions | 526 |
Social Strategy of Particles in Optimization Problems | 537 |
Statistics of Pareto Fronts | 547 |
Uncertainty Quantification in Optimization | 557 |
Uncertainty Quantification in Serviceability of Impacted Steel Pipe | 567 |
Multiobjective Programming | 577 |
A Global Optimization Algorithm for the Solution of TriLevel MixedInteger Quadratic Programming Problems | 578 |
A Parallel SurrogateBased Candidate Search Algorithm for Expensive Optimization on Large Parallel Clusters | 672 |
Combining Evolutionary Search Dominance and Connected Restarts | 681 |
Tropical Analogues of a DempeFranke Bilevel Optimization Problem | 691 |
Weak Slater Constraint Qualification in Nonsmooth Multiobjective Semiinfinite Programming | 702 |
Machine Learning Data Analysis Big Data and Computer Vision | 711 |
A Discretization Algorithm for kMeans with Capacity Constraints | 713 |
A GrayBox Approach for Curriculum Learning | 720 |
A Study on GraphStructured Recurrent Neural Networks and Sparsification with Application to Epidemic Forecasting | 730 |
Automatic Identification of Intracranial Hemorrhage on CTMRI Image Using MetaArchitectures Improved from RegionBased CNN | 740 |
Bayesian Optimization for Recommender System | 751 |
Creation of Data Classification System for Local Administration | 761 |
Face Recognition Using Gabor Wavelet in MapReduce and Spark | 769 |
Globally Optimal Parsimoniously Lifting a Fuzzy Query Set Over a Taxonomy Tree | 779 |
KMedoids Clustering Is Solvable in Polynomial Time for a 2d Pareto Front | 790 |
Learning Sparse Neural Networks via 0 and T1 by a Relaxed Variable Splitting Method with Application to Multiscale Curve Classification | 800 |
Pattern Recognition with Using Effective Algorithms and Methods of Computer Vision Library | 810 |
The Practice of Moving to Big Data on the Case of the NoSQL Database Clickhouse | 820 |
Economics and Finance | 829 |
Asymptotically Exact Minimizations for Optimal Management of Public Finances | 830 |
Features of Administrative and Management Processes Modeling | 842 |
Optimization Problems of Economic Structural Adjustment and Problem of Stability | 850 |
Research of the Relationship Between Business Processes in Production and Logistics Based on Local Models | 861 |
Sparsity and Performance Enhanced Markowitz Portfolios Using SecondOrder Cone Programming | 871 |
Managing Business Process Based on the Tonality of the Output Information | 882 |
Energy and Water Management | 891 |
Customer Clustering of French Transmission System Operator RTE Based on Their Electricity Consumption | 893 |
DataDriven Beetle Antennae Search Algorithm for Electrical Power Modeling of a Combined Cycle Power Plant | 906 |
Finding GlobalOptimal Gearbox Designs for Battery Electric Vehicles | 916 |
Location Optimization of Gas Power Plants by a ZNumber Data Envelopment Analysis | 926 |
Optimization of Power Plant Operation via Stochastic Programming with Recourse | 937 |
RandomizedVariants Lower Bounds for Gas Turbines Aircraft Engines | 949 |
Robust Design of Pumping Stations in Water Distribution Networks | 957 |
Engineering Systems | 968 |
Application of PLS Technique to Optimization of the Formulation of a GeoEcoMaterial | 971 |
Databases Coupling for MorphedMesh Simulations and Application on Fan Optimal Design | 981 |
KrigingBased ReliabilityBased Design Optimization Using Single Loop Approach | 991 |
Sensitivity Analysis of Load Application Methods for Shell Finite Element Models | 1001 |
Transportation Logistics Resource Allocation and Production Management | 1011 |
A Continuous Competitive Facility Location and Design Problem for Firm Expansion | 1012 |
A Genetic Algorithm for Solving the TruckDroneATV Routing Problem | 1023 |
A Planning Problem with Resource Constraints in Health Simulation Center | 1033 |
Edges Elimination for Traveling Salesman Problem Based on Frequency K5s | 1043 |
Biobjective Model and Solution Method | 1054 |
Intelligent Solution System Towards Parts Logistics Optimization | 1067 |
Optimal Air Traffic Flow Management with Carbon Emissions Considerations | 1078 |
Scheduling Three Identical Parallel Machines with Capacity Constraints | 1089 |
Solving the Problem of Coordination and Control of Multiple UAVs by Using the Column Generation Method | 1097 |
Spare Parts Management in the Automotive Industry Considering Sustainability | 1109 |
The Method for Managing Inventory Accounting | 1119 |
The Traveling Salesman Drone Station Location Problem | 1129 |
TwoMachine Flow Shop with a Dynamic Storage Space and UET Operations | 1139 |
The Practice of Moving to Big Data on the Case of the NoSQL Database Clickhouse | 1149 |
Author Index | 1149 |
Autres éditions - Tout afficher
Optimization of Complex Systems: Theory, Models, Algorithms and Applications Hoai An Le Thi,Hoai Minh Le,Tao Pham Dinh Aucun aperçu disponible - 2019 |
Optimization of Complex Systems: Theory, Models, Algorithms and Applications Hoai An Le Thi,Tao Pham Dinh Aucun aperçu disponible - 2020 |
Expressions et termes fréquents
AISC analysis applied approach approximation B-spline branch and bound business process clustering color Comput consider constraints convergence convex functions CPLEX database dataset DC programming defined denote differential evolution domain efficient evaluations feasible formulation function value fuzzy genetic algorithm global optimization graph heuristic IEEE inequality initial integer interval iteration k-medoids Keywords Kriging Lemma linear programming machine learning MapReduce Math matrix maximization method minimization MINLP mixed-integer multiobjective nodes nonconvex nonlinear nonlinear programming objective function obtained Oper optimal solution optimization algorithm optimization problems paper parameters Pareto front particle swarm optimization performance polynomial programming problem proposed quadratic programming random region sample solver solving space Springer Nature Switzerland Step stochastic subproblem subset surrogate Switzerland AG 2020 technique Theorem tion University variables variants variational inequality vector vertex vertices WCGO