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

Front Matter ....Pages i-xxii
Front Matter ....Pages 1-1
 A Hybrid Simplex Search for Global Optimization with Representation Formula and Genetic Algorithm  (Hafid Zidani, Rachid Ellaia, Eduardo Souza de Cursi)....Pages 3-15
 A Population-Based Stochastic Coordinate Descent Method  (Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes)....Pages 16-25
 A Sequential Linear Programming Algorithm for Continuous and Mixed-Integer Nonconvex Quadratic Programming  (Mohand Bentobache, Mohamed Telli, Abdelkader Mokhtari)....Pages 26-36
 A Survey of Surrogate Approaches for Expensive Constrained Black-Box Optimization  (Rommel G. Regis)....Pages 37-47
 Adaptive Global Optimization Based on Nested Dimensionality Reduction  (Konstantin Barkalov, Ilya Lebedev)....Pages 48-57
 A B-Spline Global Optimization Algorithm for Optimal Power Flow Problem  (Deepak D. Gawali, Bhagyesh V. Patil, Ahmed Zidna, Paluri S. V. Nataraj)....Pages 58-67
 Concurrent Topological Optimization of a Multi-component Arm for a Tube Bending Machine  (Federico Ballo, Massimiliano Gobbi, Giorgio Previati)....Pages 68-77
 Discrete Interval Adjoints in Unconstrained Global Optimization  (Jens Deussen, Uwe Naumann)....Pages 78-88
 Diving for Sparse Partially-Reflexive Generalized Inverses  (Victor K. Fuentes, Marcia Fampa, Jon Lee)....Pages 89-98
 Filtering Domains of Factorable Functions Using Interval Contractors  (Laurent Granvilliers)....Pages 99-108
 Leveraging Local Optima Network Properties for Memetic Differential Evolution  (Viktor Homolya, Tamás Vinkó)....Pages 109-118
 Maximization of a Convex Quadratic Form on a Polytope: Factorization and the Chebyshev Norm Bounds  (Milan Hladík, David Hartman)....Pages 119-127
 New Dynamic Programming Approach to Global Optimization  (Anna Kaźmierczak, Andrzej Nowakowski)....Pages 128-134
 On Chebyshev Center of the Intersection of Two Ellipsoids  (Xiaoli Cen, Yong Xia, Runxuan Gao, Tianzhi Yang)....Pages 135-144
 On Conic Relaxations of Generalization of the Extended Trust Region Subproblem  (Rujun Jiang, Duan Li)....Pages 145-154
 On Constrained Optimization Problems Solved Using the Canonical Duality Theory  (Constantin Zălinescu)....Pages 155-163
 On Controlled Variational Inequalities Involving Convex Functionals  (Savin Treanţă)....Pages 164-174
 On Lagrange Duality for Several Classes of Nonconvex Optimization Problems  (Ewa M. Bednarczuk, Monika Syga)....Pages 175-181
 On Monotone Maps: Semidifferentiable Case  (Shashi Kant Mishra, Sanjeev Kumar Singh, Avanish Shahi)....Pages 182-190
 Parallel Multi-memetic Global Optimization Algorithm for Optimal Control of Polyarylenephthalide’s Thermally-Stimulated Luminescence  (Maxim Sakharov, Anatoly Karpenko)....Pages 191-201
 Proper Choice of Control Parameters for CoDE Algorithm  (Petr Bujok, Daniela Einšpiglová, Hana Zámečníková)....Pages 202-212
 Semidefinite Programming Based Convex Relaxation for Nonconvex Quadratically Constrained Quadratic Programming  (Rujun Jiang, Duan Li)....Pages 213-220
 Solving a Type of the Tikhonov Regularization of the Total Least Squares by a New S-Lemma  (Huu-Quang Nguyen, Ruey-Lin Sheu, Yong Xia)....Pages 221-227
 Solving Mathematical Programs with Complementarity Constraints with a Penalization Approach  (Lina Abdallah, Tangi Migot, Mounir Haddou)....Pages 228-237
 Stochastic Tunneling for Improving the Efficiency of Stochastic Efficient Global Optimization  (Fábio Nascentes, Rafael Holdorf Lopez, Rubens Sampaio, Eduardo Souza de Cursi)....Pages 238-246
 The Bernstein Polynomials Based Globally Optimal Nonlinear Model Predictive Control  (Bhagyesh V. Patil, Ashok Krishnan, Foo Y. S. Eddy, Ahmed Zidna)....Pages 247-256
 Towards the Biconjugate of Bivariate Piecewise Quadratic Functions  (Deepak Kumar, Yves Lucet)....Pages 257-266
 Tractable Relaxations for the Cubic One-Spherical Optimization Problem  (Christoph Buchheim, Marcia Fampa, Orlando Sarmiento)....Pages 267-276
Front Matter ....Pages 277-277
 A DC Algorithm for Solving Multiobjective Stochatic Problem via Exponential Utility Functions  (Ramzi Kasri, Fatima Bellahcene)....Pages 279-288
 A DCA-Based Approach for Outage Constrained Robust Secure Power-Splitting SWIPT MISO System  (Phuong Anh Nguyen, Hoai An Le Thi)....Pages 289-298
 DCA-Like, GA and MBO: A Novel Hybrid Approach for Binary Quadratic Programs  (Sara Samir, Hoai An Le Thi, Mohammed Yagouni)....Pages 299-309
 Low-Rank Matrix Recovery with Ky Fan 2-k-Norm  (Xuan Vinh Doan, Stephen Vavasis)....Pages 310-319
 Online DCA for Times Series Forecasting Using Artificial Neural Network  (Viet Anh Nguyen, Hoai An Le Thi)....Pages 320-329
 Parallel DC Cutting Plane Algorithms for Mixed Binary Linear Program  (Yi-Shuai Niu, Yu You, Wen-Zhuo Liu)....Pages 330-340
 Sentence Compression via DC Programming Approach  (Yi-Shuai Niu, Xi-Wei Hu, Yu You, Faouzi Mohamed Benammour, Hu Zhang)....Pages 341-351
Front Matter ....Pages 353-353
 A Horizontal Method of Localizing Values of a Linear Function in Permutation-Based Optimization  (Liudmyla Koliechkina, Oksana Pichugina)....Pages 355-364
 An Experimental Comparison of Heuristic Coloring Algorithms in Terms of Found Color Classes on Random Graphs  (Deniss Kumlander, Aleksei Kulitškov)....Pages 365-375
 Cliques for Multi-Term Linearization of 0–1 Multilinear Program for Boolean Logical Pattern Generation  (Kedong Yan, Hong Seo Ryoo)....Pages 376-386
 Gaining or Losing Perspective  (Jon Lee, Daphne Skipper, Emily Speakman)....Pages 387-397
 Game Equilibria and Transition Dynamics with Networks Unification  (Alexei Korolev, Ilia Garmashov)....Pages 398-406
 Local Search Approaches with Different Problem-Specific Steps for Sensor Network Coverage Optimization  (Krzysztof Trojanowski, Artur Mikitiuk)....Pages 407-416
 Modelling Dynamic Programming-Based Global Constraints in Constraint Programming  (Andrea Visentin, Steven D. Prestwich, Roberto Rossi, Armagan Tarim)....Pages 417-427
 Modified Extended Cutting Plane Algorithm for Mixed Integer Nonlinear Programming  (Wendel Melo, Marcia Fampa, Fernanda Raupp)....Pages 428-437
 On Proximity for k-Regular Mixed-Integer Linear Optimization  (Luze Xu, Jon Lee)....Pages 438-447
 On Solving Nonconvex MINLP Problems with SHOT  (Andreas Lundell, Jan Kronqvist)....Pages 448-457
 Reversed Search Maximum Clique Algorithm Based on Recoloring  (Deniss Kumlander, Aleksandr Porošin)....Pages 458-467
 Sifting Edges to Accelerate the Computation of Absolute 1-Center in Graphs  (Wei Ding, Ke Qiu)....Pages 468-476
 Solving an MINLP with Chance Constraint Using a Zhang’s Copula Family  (Adriano Delfino)....Pages 477-487
 Stochastic Greedy Algorithm Is Still Good: Maximizing Submodular + Supermodular Functions  (Sai Ji, Dachuan Xu, Min Li, Yishui Wang, Dongmei Zhang)....Pages 488-497
 Towards Multi-tree Methods for Large-Scale Global Optimization  (Pavlo Muts, Ivo Nowak)....Pages 498-506
Front Matter ....Pages 507-507
 Fuzzy Pareto Solutions in Fully Fuzzy Multiobjective Linear Programming  (Manuel Arana-Jiménez)....Pages 509-517
 Minimax Inequalities and Variational Equations  (Maria Isabel Berenguer, Domingo Gámez, A. I. Garralda–Guillem, M. Ruiz Galán)....Pages 518-525
 Optimization of Real-Life Integrated Solar Desalination Water Supply System with Probability Functions  (Bayrammyrat Myradov)....Pages 526-536
 Social Strategy of Particles in Optimization Problems  (Bożena Borowska)....Pages 537-546
 Statistics of Pareto Fronts  (Mohamed Bassi, Emmanuel Pagnacco, Eduardo Souza de Cursi, Rachid Ellaia)....Pages 547-556
 Uncertainty Quantification in Optimization  (Eduardo Souza de Cursi, Rafael Holdorf Lopez)....Pages 557-566
 Uncertainty Quantification in Serviceability of Impacted Steel Pipe  (Renata Troian, Didier Lemosse, Leila Khalij, Christophe Gautrelet, Eduardo Souza de Cursi)....Pages 567-576
Front Matter ....Pages 577-577
 A Global Optimization Algorithm for the Solution of Tri-Level Mixed-Integer Quadratic Programming Problems  (Styliani Avraamidou, Efstratios N. Pistikopoulos)....Pages 579-588
 A Method for Solving Some Class of Multilevel Multi-leader Multi-follower Programming Problems  (Addis Belete Zewde, Semu Mitiku Kassa)....Pages 589-599
 A Mixture Design of Experiments Approach for Genetic Algorithm Tuning Applied to Multi-objective Optimization  (Taynara Incerti de Paula, Guilherme Ferreira Gomes, José Henrique de Freitas Gomes, Anderson Paulo de Paiva)....Pages 600-610
 A Numerical Study on MIP Approaches over the Efficient Set  (Kuan Lu, Shinji Mizuno, Jianming Shi)....Pages 611-616
 Analytics-Based Decomposition of a Class of Bilevel Problems  (Adejuyigbe Fajemisin, Laura Climent, Steven D. Prestwich)....Pages 617-626
 KMCGO: Kriging-Assisted Multi-objective Constrained Global Optimization  (Yaohui Li, Yizhong Wu, Yuanmin Zhang, Shuting Wang)....Pages 627-637
 Multistage Global Search Using Various Scalarization Schemes in Multicriteria Optimization Problems  (Victor Gergel, Evgeniy Kozinov)....Pages 638-648
 Necessary Optimality Condition for Nonlinear Interval Vector Programming Problem Under B-Arcwise Connected Functions  (Mohan Bir Subba, Vinay Singh)....Pages 649-659
 On the Applications of Nonsmooth Vector Optimization Problems to Solve Generalized Vector Variational Inequalities Using Convexificators  (Balendu Bhooshan Upadhyay, Priyanka Mishra, Ram N. Mohapatra, Shashi Kant Mishra)....Pages 660-671
 SOP-Hybrid: A Parallel Surrogate-Based Candidate Search Algorithm for Expensive Optimization on Large Parallel Clusters  (Taimoor Akhtar, Christine A. Shoemaker)....Pages 672-680
 Surrogate Many Objective Optimization: Combining Evolutionary Search, \\(\\epsilon \\)-Dominance and Connected Restarts  (Taimoor Akhtar, Christine A. Shoemaker, Wenyu Wang)....Pages 681-690
 Tropical Analogues of a Dempe-Franke Bilevel Optimization Problem  (Sergeĭ Sergeev, Zhengliang Liu)....Pages 691-701
 \\(\\varPhi -\\)Weak Slater Constraint Qualification in Nonsmooth Multiobjective Semi-infinite Programming  (Ali Sadeghieh, David Barilla, Giuseppe Caristi, Nader Kanzi)....Pages 702-710
Front Matter ....Pages 711-711
 A Discretization Algorithm for k-Means with Capacity Constraints  (Yicheng Xu, Dachuan Xu, Dongmei Zhang, Yong Zhang)....Pages 713-719
 A Gray-Box Approach for Curriculum Learning  (Francesco Foglino, Matteo Leonetti, Simone Sagratella, Ruggiero Seccia)....Pages 720-729
 A Study on Graph-Structured Recurrent Neural Networks and Sparsification with Application to Epidemic Forecasting  (Zhijian Li, Xiyang Luo, Bao Wang, Andrea L. Bertozzi, Jack Xin)....Pages 730-739
 Automatic Identification of Intracranial Hemorrhage on CT/MRI Image Using Meta-Architectures Improved from Region-Based CNN  (Thi-Hoang-Yen Le, Anh-Cang Phan, Hung-Phi Cao, Thuong-Cang Phan)....Pages 740-750
 Bayesian Optimization for Recommender System  (Bruno Giovanni Galuzzi, Ilaria Giordani, A. Candelieri, Riccardo Perego, Francesco Archetti)....Pages 751-760
 Creation of Data Classification System for Local Administration  (Raissa Uskenbayeva, Aiman Moldagulova, Nurzhan K. Mukazhanov)....Pages 761-768
 Face Recognition Using Gabor Wavelet in MapReduce and Spark  (Anh-Cang Phan, Hung-Phi Cao, Ho-Dat Tran, Thuong-Cang Phan)....Pages 769-778
 Globally Optimal Parsimoniously Lifting a Fuzzy Query Set Over a Taxonomy Tree  (Dmitry Frolov, Boris Mirkin, Susana Nascimento, Trevor Fenner)....Pages 779-789
 K-Medoids Clustering Is Solvable in Polynomial Time for a 2d Pareto Front  (Nicolas Dupin, Frank Nielsen, El-Ghazali Talbi)....Pages 790-799
 Learning Sparse Neural Networks via \\(\\ell _0\\) and T\\(\\ell _1\\) by a Relaxed Variable Splitting Method with Application to Multi-scale Curve Classification  (Fanghui Xue, Jack Xin)....Pages 800-809
 Pattern Recognition with Using Effective Algorithms and Methods of Computer Vision Library  (S. B. Mukhanov, Raissa Uskenbayeva)....Pages 810-819
 The Practice of Moving to Big Data on the Case of the NoSQL Database, Clickhouse  (Baktagul Imasheva, Azamat Nakispekov, Andrey Sidelkovskaya, Ainur Sidelkovskiy)....Pages 820-828
Front Matter ....Pages 829-829
 Asymptotically Exact Minimizations for Optimal Management of Public Finances  (Jean Koudi, Babacar Mbaye Ndiaye, Guy Degla)....Pages 831-841
 Features of Administrative and Management Processes Modeling  (Ryskhan Satybaldiyeva, Raissa Uskenbayeva, Aiman Moldagulova, Zuldyz Kalpeyeva, Aygerim Aitim)....Pages 842-849
 Optimization Problems of Economic Structural Adjustment and Problem of Stability  (Abdykappar Ashimov, Yuriy Borovskiy, Mukhit Onalbekov)....Pages 850-860
 Research of the Relationship Between Business Processes in Production and Logistics Based on Local Models  (Raissa Uskenbayeva, Kuandykov Abu, Rakhmetulayeva Sabina, Bolshibayeva Aigerim)....Pages 861-870
 Sparsity and Performance Enhanced Markowitz Portfolios Using Second-Order Cone Programming  (Noam Goldberg, Ishy Zagdoun)....Pages 871-881
 Managing Business Process Based on the Tonality of the Output Information  (Raissa Uskenbayeva, Rakhmetulayeva Sabina, Bolshibayeva Aigerim)....Pages 882-890
Front Matter ....Pages 891-891
 Customer Clustering of French Transmission System Operator (RTE) Based on Their Electricity Consumption  (Gabriel Da Silva, Hoai Minh Le, Hoai An Le Thi, Vincent Lefieux, Bach Tran)....Pages 893-905
 Data-Driven Beetle Antennae Search Algorithm for Electrical Power Modeling of a Combined Cycle Power Plant  (Tamal Ghosh, Kristian Martinsen, Pranab K Dan)....Pages 906-915
 Finding Global-Optimal Gearbox Designs for Battery Electric Vehicles  (Philipp Leise, Lena C. Altherr, Nicolai Simon, Peter F. Pelz)....Pages 916-925
 Location Optimization of Gas Power Plants by a Z-Number Data Envelopment Analysis  (Farnoosh Fakhari, R. Tavakkoli-Moghaddam, M. Tohidifard, Seyed Farid Ghaderi)....Pages 926-936
 Optimization of Power Plant Operation via Stochastic Programming with Recourse  (Tomoki Fukuba, Takayuki Shiina, Ken-ichi Tokoro, Tetsuya Sato)....Pages 937-948
 Randomized-Variants Lower Bounds for Gas Turbines Aircraft Engines  (Mahdi Jemmali, Loai Kayed B. Melhim, Mafawez Alharbi)....Pages 949-956
 Robust Design of Pumping Stations in Water Distribution Networks  (Gratien Bonvin, Sophie Demassey, Welington de Oliveira)....Pages 957-967
Front Matter ....Pages 969-969
 Application of PLS Technique to Optimization of the Formulation of a Geo-Eco-Material  (S. Imanzadeh, Armelle Jarno, S. Taibi)....Pages 971-980
 Databases Coupling for Morphed-Mesh Simulations and Application on Fan Optimal Design  (Zebin Zhang, Martin Buisson, Pascal Ferrand, Manuel Henner)....Pages 981-990
 Kriging-Based Reliability-Based Design Optimization Using Single Loop Approach  (Hongbo Zhang, Younes Aoues, Hao Bai, Didier Lemosse, Eduardo Souza de Cursi)....Pages 991-1000
 Sensitivity Analysis of Load Application Methods for Shell Finite Element Models  (Wilson Javier Veloz Parra, Younes Aoues, Didier Lemosse)....Pages 1001-1010
Front Matter ....Pages 1011-1011
 A Continuous Competitive Facility Location and Design Problem for Firm Expansion  (Boglárka G.-Tóth, Laura Anton-Sanchez, José Fernández, Juana L. Redondo, Pilar M. Ortigosa)....Pages 1013-1022
 A Genetic Algorithm for Solving the Truck-Drone-ATV Routing Problem  (Mahdi Moeini, Hagen Salewski)....Pages 1023-1032
 A Planning Problem with Resource Constraints in Health Simulation Center  (Simon Caillard, Laure Brisoux Devendeville, Corinne Lucet)....Pages 1033-1042
 Edges Elimination for Traveling Salesman Problem Based on Frequency \\(K_5\\)s  (Yong Wang)....Pages 1043-1053
 Industrial Symbioses: Bi-objective Model and Solution Method  (Sophie Hennequin, Vinh Thanh Ho, Hoai An Le Thi, Hajar Nouinou, Daniel Roy)....Pages 1054-1066
 Intelligent Solution System Towards Parts Logistics Optimization  (Yaoting Huang, Boyu Chen, Wenlian Lu, Zhong-Xiao Jin, Ren Zheng)....Pages 1067-1077
 Optimal Air Traffic Flow Management with Carbon Emissions Considerations  (Sadeque Hamdan, Oualid Jouini, Ali Cheaitou, Zied Jemai, Imad Alsyouf, Maamar Bettayeb)....Pages 1078-1088
 Scheduling Three Identical Parallel Machines with Capacity Constraints  (Jian Sun, Dachuan Xu, Ran Ma, Xiaoyan Zhang)....Pages 1089-1096
 Solving the Problem of Coordination and Control of Multiple UAVs by Using the Column Generation Method  (Duc Manh Nguyen, Frédéric Dambreville, Abdelmalek Toumi, Jean-Christophe Cexus, Ali Khenchaf)....Pages 1097-1108
 Spare Parts Management in the Automotive Industry Considering Sustainability  (David Alejandro Baez Diaz, Sophie Hennequin, Daniel Roy)....Pages 1109-1118
 The Method for Managing Inventory Accounting  (Duisebekova Kulanda, Kuandykov Abu, Rakhmetulayeva Sabina, Kozhamzharova Dinara)....Pages 1119-1128
 The Traveling Salesman Drone Station Location Problem  (Daniel Schermer, Mahdi Moeini, Oliver Wendt)....Pages 1129-1138
 Two-Machine Flow Shop with a Dynamic Storage Space and UET Operations  (Joanna Berlińska, Alexander Kononov, Yakov Zinder)....Pages 1139-1148
Back Matter ....Pages 1149-1152