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Optimization of Complex Systems: Theory, Models, Algorithms and Applications

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Cover of 'Optimization of Complex Systems: Theory, Models, Algorithms and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 A Hybrid Simplex Search for Global Optimization with Representation Formula and Genetic Algorithm
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    Chapter 2 A Population-Based Stochastic Coordinate Descent Method
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    Chapter 3 A Sequential Linear Programming Algorithm for Continuous and Mixed-Integer Nonconvex Quadratic Programming
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    Chapter 4 A Survey of Surrogate Approaches for Expensive Constrained Black-Box Optimization
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    Chapter 5 Adaptive Global Optimization Based on Nested Dimensionality Reduction
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    Chapter 6 A B-Spline Global Optimization Algorithm for Optimal Power Flow Problem
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    Chapter 7 Concurrent Topological Optimization of a Multi-component Arm for a Tube Bending Machine
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    Chapter 8 Discrete Interval Adjoints in Unconstrained Global Optimization
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    Chapter 9 Diving for Sparse Partially-Reflexive Generalized Inverses
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    Chapter 10 Filtering Domains of Factorable Functions Using Interval Contractors
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    Chapter 11 Leveraging Local Optima Network Properties for Memetic Differential Evolution
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    Chapter 12 Maximization of a Convex Quadratic Form on a Polytope: Factorization and the Chebyshev Norm Bounds
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    Chapter 13 New Dynamic Programming Approach to Global Optimization
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    Chapter 14 On Chebyshev Center of the Intersection of Two Ellipsoids
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    Chapter 15 On Conic Relaxations of Generalization of the Extended Trust Region Subproblem
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    Chapter 16 On Constrained Optimization Problems Solved Using the Canonical Duality Theory
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    Chapter 17 On Controlled Variational Inequalities Involving Convex Functionals
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    Chapter 18 On Lagrange Duality for Several Classes of Nonconvex Optimization Problems
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    Chapter 19 On Monotone Maps: Semidifferentiable Case
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    Chapter 20 Parallel Multi-memetic Global Optimization Algorithm for Optimal Control of Polyarylenephthalide’s Thermally-Stimulated Luminescence
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    Chapter 21 Proper Choice of Control Parameters for CoDE Algorithm
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    Chapter 22 Semidefinite Programming Based Convex Relaxation for Nonconvex Quadratically Constrained Quadratic Programming
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    Chapter 23 Solving a Type of the Tikhonov Regularization of the Total Least Squares by a New S-Lemma
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    Chapter 24 Solving Mathematical Programs with Complementarity Constraints with a Penalization Approach
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    Chapter 25 Stochastic Tunneling for Improving the Efficiency of Stochastic Efficient Global Optimization
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    Chapter 26 The Bernstein Polynomials Based Globally Optimal Nonlinear Model Predictive Control
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    Chapter 27 Towards the Biconjugate of Bivariate Piecewise Quadratic Functions
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    Chapter 28 Tractable Relaxations for the Cubic One-Spherical Optimization Problem
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    Chapter 29 A DC Algorithm for Solving Multiobjective Stochatic Problem via Exponential Utility Functions
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    Chapter 30 A DCA-Based Approach for Outage Constrained Robust Secure Power-Splitting SWIPT MISO System
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    Chapter 31 DCA-Like, GA and MBO: A Novel Hybrid Approach for Binary Quadratic Programs
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    Chapter 32 Low-Rank Matrix Recovery with Ky Fan 2-k-Norm
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    Chapter 33 Online DCA for Times Series Forecasting Using Artificial Neural Network
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    Chapter 34 Parallel DC Cutting Plane Algorithms for Mixed Binary Linear Program
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    Chapter 35 Sentence Compression via DC Programming Approach
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    Chapter 36 A Horizontal Method of Localizing Values of a Linear Function in Permutation-Based Optimization
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    Chapter 37 An Experimental Comparison of Heuristic Coloring Algorithms in Terms of Found Color Classes on Random Graphs
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    Chapter 38 Cliques for Multi-Term Linearization of 0–1 Multilinear Program for Boolean Logical Pattern Generation
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    Chapter 39 Gaining or Losing Perspective
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    Chapter 40 Game Equilibria and Transition Dynamics with Networks Unification
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    Chapter 41 Local Search Approaches with Different Problem-Specific Steps for Sensor Network Coverage Optimization
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    Chapter 42 Modelling Dynamic Programming-Based Global Constraints in Constraint Programming
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    Chapter 43 Modified Extended Cutting Plane Algorithm for Mixed Integer Nonlinear Programming
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    Chapter 44 On Proximity for k-Regular Mixed-Integer Linear Optimization
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    Chapter 45 On Solving Nonconvex MINLP Problems with SHOT
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    Chapter 46 Reversed Search Maximum Clique Algorithm Based on Recoloring
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    Chapter 47 Sifting Edges to Accelerate the Computation of Absolute 1-Center in Graphs
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    Chapter 48 Solving an MINLP with Chance Constraint Using a Zhang’s Copula Family
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    Chapter 49 Stochastic Greedy Algorithm Is Still Good: Maximizing Submodular + Supermodular Functions
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    Chapter 50 Towards Multi-tree Methods for Large-Scale Global Optimization
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    Chapter 51 Fuzzy Pareto Solutions in Fully Fuzzy Multiobjective Linear Programming
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    Chapter 52 Minimax Inequalities and Variational Equations
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    Chapter 53 Optimization of Real-Life Integrated Solar Desalination Water Supply System with Probability Functions
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    Chapter 54 Social Strategy of Particles in Optimization Problems
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    Chapter 55 Statistics of Pareto Fronts
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    Chapter 56 Uncertainty Quantification in Optimization
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    Chapter 57 Uncertainty Quantification in Serviceability of Impacted Steel Pipe
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    Chapter 58 A Global Optimization Algorithm for the Solution of Tri-Level Mixed-Integer Quadratic Programming Problems
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    Chapter 59 A Method for Solving Some Class of Multilevel Multi-leader Multi-follower Programming Problems
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    Chapter 60 A Mixture Design of Experiments Approach for Genetic Algorithm Tuning Applied to Multi-objective Optimization
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    Chapter 61 A Numerical Study on MIP Approaches over the Efficient Set
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    Chapter 62 Analytics-Based Decomposition of a Class of Bilevel Problems
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    Chapter 63 KMCGO: Kriging-Assisted Multi-objective Constrained Global Optimization
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    Chapter 64 Multistage Global Search Using Various Scalarization Schemes in Multicriteria Optimization Problems
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    Chapter 65 Necessary Optimality Condition for Nonlinear Interval Vector Programming Problem Under B-Arcwise Connected Functions
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    Chapter 66 On the Applications of Nonsmooth Vector Optimization Problems to Solve Generalized Vector Variational Inequalities Using Convexificators
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    Chapter 67 SOP-Hybrid: A Parallel Surrogate-Based Candidate Search Algorithm for Expensive Optimization on Large Parallel Clusters
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    Chapter 68 Surrogate Many Objective Optimization: Combining Evolutionary Search, $$\epsilon $$ -Dominance and Connected Restarts
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    Chapter 69 Tropical Analogues of a Dempe-Franke Bilevel Optimization Problem
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    Chapter 70 $$\varPhi -$$ Weak Slater Constraint Qualification in Nonsmooth Multiobjective Semi-infinite Programming
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    Chapter 71 A Discretization Algorithm for k-Means with Capacity Constraints
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    Chapter 72 A Gray-Box Approach for Curriculum Learning
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    Chapter 73 A Study on Graph-Structured Recurrent Neural Networks and Sparsification with Application to Epidemic Forecasting
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    Chapter 74 Automatic Identification of Intracranial Hemorrhage on CT/MRI Image Using Meta-Architectures Improved from Region-Based CNN
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    Chapter 75 Bayesian Optimization for Recommender System
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    Chapter 76 Creation of Data Classification System for Local Administration
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    Chapter 77 Face Recognition Using Gabor Wavelet in MapReduce and Spark
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    Chapter 78 Globally Optimal Parsimoniously Lifting a Fuzzy Query Set Over a Taxonomy Tree
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    Chapter 79 K-Medoids Clustering Is Solvable in Polynomial Time for a 2d Pareto Front
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    Chapter 80 Learning Sparse Neural Networks via $$\ell _0$$ and T $$\ell _1$$ by a Relaxed Variable Splitting Method with Application to Multi-scale Curve Classification
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    Chapter 81 Pattern Recognition with Using Effective Algorithms and Methods of Computer Vision Library
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    Chapter 82 The Practice of Moving to Big Data on the Case of the NoSQL Database, Clickhouse
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    Chapter 83 Asymptotically Exact Minimizations for Optimal Management of Public Finances
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    Chapter 84 Features of Administrative and Management Processes Modeling
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    Chapter 85 Optimization Problems of Economic Structural Adjustment and Problem of Stability
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    Chapter 86 Research of the Relationship Between Business Processes in Production and Logistics Based on Local Models
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    Chapter 87 Sparsity and Performance Enhanced Markowitz Portfolios Using Second-Order Cone Programming
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    Chapter 88 Managing Business Process Based on the Tonality of the Output Information
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    Chapter 89 Customer Clustering of French Transmission System Operator (RTE) Based on Their Electricity Consumption
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    Chapter 90 Data-Driven Beetle Antennae Search Algorithm for Electrical Power Modeling of a Combined Cycle Power Plant
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    Chapter 91 Finding Global-Optimal Gearbox Designs for Battery Electric Vehicles
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    Chapter 92 Location Optimization of Gas Power Plants by a Z-Number Data Envelopment Analysis
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    Chapter 93 Optimization of Power Plant Operation via Stochastic Programming with Recourse
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    Chapter 94 Randomized-Variants Lower Bounds for Gas Turbines Aircraft Engines
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    Chapter 95 Robust Design of Pumping Stations in Water Distribution Networks
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    Chapter 96 Application of PLS Technique to Optimization of the Formulation of a Geo-Eco-Material
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    Chapter 97 Databases Coupling for Morphed-Mesh Simulations and Application on Fan Optimal Design
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    Chapter 98 Kriging-Based Reliability-Based Design Optimization Using Single Loop Approach
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    Chapter 99 Sensitivity Analysis of Load Application Methods for Shell Finite Element Models
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    Chapter 100 A Continuous Competitive Facility Location and Design Problem for Firm Expansion
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    Chapter 101 A Genetic Algorithm for Solving the Truck-Drone-ATV Routing Problem
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    Chapter 102 A Planning Problem with Resource Constraints in Health Simulation Center
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    Chapter 103 Edges Elimination for Traveling Salesman Problem Based on Frequency $$K_5$$ s
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    Chapter 104 Industrial Symbioses: Bi-objective Model and Solution Method
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    Chapter 105 Intelligent Solution System Towards Parts Logistics Optimization
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    Chapter 106 Optimal Air Traffic Flow Management with Carbon Emissions Considerations
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    Chapter 107 Scheduling Three Identical Parallel Machines with Capacity Constraints
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    Chapter 108 Solving the Problem of Coordination and Control of Multiple UAVs by Using the Column Generation Method
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    Chapter 109 Spare Parts Management in the Automotive Industry Considering Sustainability
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    Chapter 110 The Method for Managing Inventory Accounting
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    Chapter 111 The Traveling Salesman Drone Station Location Problem
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    Chapter 112 Two-Machine Flow Shop with a Dynamic Storage Space and UET Operations
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Title
Optimization of Complex Systems: Theory, Models, Algorithms and Applications
Published by
Springer International Publishing, January 2020
DOI 10.1007/978-3-030-21803-4
ISBNs
978-3-03-021802-7, 978-3-03-021803-4
Editors

Hoai An Le Thi, Hoai Minh Le, Tao Pham Dinh

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The data shown below were collected from the profiles of 4 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 33 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 33 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 10 30%
Student > Bachelor 4 12%
Student > Doctoral Student 2 6%
Other 2 6%
Researcher 2 6%
Other 4 12%
Unknown 9 27%
Readers by discipline Count As %
Engineering 9 27%
Materials Science 3 9%
Mathematics 2 6%
Computer Science 2 6%
Economics, Econometrics and Finance 1 3%
Other 3 9%
Unknown 13 39%