# Springer

# Journal of Global Optimization

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**Series handle:**repec:spr:jglopt

**ISSN:**0925-5001

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### May 2014, Volume 59, Issue 1

**165-171 On the stability of the linear functional equation in a single variable on complete metric groups***by*Soon-Mo Jung & Dorian Popa & Michael Rassias**173-190 Projected viscosity subgradient methods for variational inequalities with equilibrium problem constraints in Hilbert spaces***by*Phan Vuong & Jean Strodiot & Van Nguyen**191-205 Levitin–Polyak well-posedness for constrained quasiconvex vector optimization problems***by*C. Lalitha & Prashanto Chatterjee

### April 2014, Volume 58, Issue 4

**613-629 Aircraft deconfliction with speed regulation: new models from mixed-integer optimization***by*Sonia Cafieri & Nicolas Durand**631-652 Efficient computation of spectral bounds for Hessian matrices on hyperrectangles for global optimization***by*Moritz Schulze Darup & Martin Kastsian & Stefan Mross & Martin Mönnigmann**653-672 First order rejection tests for multiple-objective optimization***by*Alexandre Goldsztejn & Ferenc Domes & Brice Chevalier**673-692 Second-order Karush–Kuhn–Tucker optimality conditions for set-valued optimization***by*S. Zhu & S. Li & K. Teo**693-709 Higher-order optimality conditions for proper efficiency in nonsmooth vector optimization using radial sets and radial derivatives***by*Nguyen Hoang Anh & Phan Khanh**711-728 An objective space cut and bound algorithm for convex multiplicative programmes***by*Lizhen Shao & Matthias Ehrgott**729-750 An illumination problem: optimal apex and optimal orientation for a cone of light***by*Annabella Astorino & Manlio Gaudioso & Alberto Seeger**751-767 Vector quasi-equilibrium problems: separation, saddle points and error bounds for the solution set***by*S.-M. Guu & J. Li**769-794 Memetic algorithms and hyperheuristics applied to a multiobjectivised two-dimensional packing problem***by*Eduardo Segredo & Carlos Segura & Coromoto León**795-815 Carbon tax based on the emission factor: a bilevel programming approach***by*Hossa Almutairi & Samir Elhedhli

### March 2014, Volume 58, Issue 3

**411-427 New methods for calculating $$\alpha $$ BB-type underestimators***by*Anders Skjäl & Tapio Westerlund**429-438 The cluster problem revisited***by*Achim Wechsung & Spencer Schaber & Paul Barton**439-464 A continuous characterization of the maximum-edge biclique problem***by*Nicolas Gillis & François Glineur**465-480 A Semidefinite Programming approach for solving Multiobjective Linear Programming***by*Victor Blanco & Justo Puerto & Safae El Haj Ben Ali**481-495 Problems with resource allocation constraints and optimization over the efficient set***by*P. Thach & T. Thang**497-516 A black-box scatter search for optimization problems with integer variables***by*Manuel Laguna & Francisco Gortázar & Micael Gallego & Abraham Duarte & Rafael Martí**517-543 Optimal learning for sequential sampling with non-parametric beliefs***by*Emre Barut & Warren Powell**545-564 Invariant-point theorems and existence of solutions to optimization-related problems***by*Phan Khanh & Vo Long**565-593 Strongly nonlinear multivalued elliptic equations on a bounded domain***by*Claudianor Alves & José Gonçalves & Jefferson Santos**595-612 Mordukhovich subgradients of the value function to a parametric discrete optimal control problem***by*N. Toan & J.-C. Yao

### February 2014, Volume 58, Issue 2

**205-205 Journal of Global Optimization Best Paper Award for a paper published in 2012***by*Sergiy Butenko**207-242 Augmented Lagrangians with possible infeasibility and finite termination for global nonlinear programming***by*E. Birgin & J. Martínez & L. Prudente**243-260 Existence of augmented Lagrange multipliers for cone constrained optimization problems***by*Yu Zhou & Jin Zhou & Xiao Yang**261-284 Minimizing rational functions by exact Jacobian SDP relaxation applicable to finite singularities***by*Feng Guo & Li Wang & Guangming Zhou**285-319 Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework***by*Jingu Kim & Yunlong He & Haesun Park**321-340 Equilibrium problems involving the Lorentz cone***by*Pedro Gajardo & Alberto Seeger**341-350 Modified projection method for strongly pseudomonotone variational inequalities***by*Pham Khanh & Phan Vuong**351-363 Generalized second-order contingent epiderivatives in parametric vector optimization problems***by*Xiang-Kai Sun & Sheng-Jie Li**365-375 Abstract convexity of topical functions***by*H. Mohebi & M. Samet**377-387 Online pricing for bundles of multiple items***by*Yong Zhang & Francis Chin & Hing-Fung Ting**389-404 High-order moments conservation in thermostatted kinetic models***by*Carlo Bianca & Massimiliano Ferrara & Luca Guerrini**405-410 Construction of error-tolerance pooling designs in symplectic spaces***by*Haixia Guo & Jizhu Nan

### January 2014, Volume 58, Issue 1

**1-30 Global optimization of bounded factorable functions with discontinuities***by*Achim Wechsung & Paul Barton**31-50 Global optimality principles for polynomial optimization over box or bivalent constraints by separable polynomial approximations***by*V. Jeyakumar & G. Li & S. Srisatkunarajah**51-73 A new class of exact penalty functions and penalty algorithms***by*Changyu Wang & Cheng Ma & Jinchuan Zhou**75-108 Evolutionary annealing: global optimization in measure spaces***by*Alan Lockett & Risto Miikkulainen**109-135 An entire space polynomial-time algorithm for linear programming***by*Da Tian**137-149 Interior-point algorithms for $$P_{*}(\kappa )$$ -LCP based on a new class of kernel functions***by*Yong-Hoon Lee & You-Young Cho & Gyeong-Mi Cho**151-168 A smoothing homotopy method for variational inequality problems on polyhedral convex sets***by*Zhengyong Zhou & Bo Yu**169-188 On proximal gradient method for the convex problems regularized with the group reproducing kernel norm***by*Haibin Zhang & Juan Wei & Meixia Li & Jie Zhou & Miantao Chao**189-203 On the exhaustivity of simplicial partitioning***by*Peter Dickinson

### December 2013, Volume 57, Issue 4

**1039-1063 Global optimization of bilinear programs with a multiparametric disaggregation technique***by*Scott Kolodziej & Pedro Castro & Ignacio Grossmann**1065-1089 Selection of intensity modulated radiation therapy treatment beam directions using radial basis functions within a pattern search methods framework***by*H. Rocha & J. Dias & B. Ferreira & M. Lopes**1091-1111 On smooth reformulations and direct non-smooth computations for minimax problems***by*Ralph Kearfott & Sowmya Muniswamy & Yi Wang & Xinyu Li & Qian Wang**1113-1137 Approximation of rank function and its application to the nearest low-rank correlation matrix***by*Shujun Bi & Le Han & Shaohua Pan**1139-1146 A note on set-semidefinite relaxations of nonconvex quadratic programs***by*Faizan Ahmed & Georg Still**1147-1172 Theoretical filtering of RLT bound-factor constraints for solving polynomial programming problems to global optimality***by*Evrim Dalkiran & Hanif Sherali**1173-1192 Some properties of a hypergeometric function which appear in an approximation problem***by*Gradimir Milovanović & Michael Rassias**1193-1212 A modification of the DIRECT method for Lipschitz global optimization for a symmetric function***by*Ratko Grbić & Emmanuel Nyarko & Rudolf Scitovski**1213-1227 Refinements of existence results for relaxed quasimonotone equilibrium problems***by*M. Castellani & M. Giuli**1229-1243 Fréchet subdifferentials of efficient point multifunctions in parametric vector optimization***by*Thai Chuong & Jen-Chih Yao**1245-1262 Infinite horizon $$H_2/H_\infty $$ optimal control for discrete-time Markov jump systems with ( $$x,u,v$$ )-dependent noise***by*Ting Hou & Weihai Zhang & Hongji Ma**1263-1275 Max-min weight balanced connected partition***by*Lele Wang & Zhao Zhang & Di Wu & Weili Wu & Lidan Fan**1277-1297 Iterative methods for solving equilibrium problems, variational inequalities and fixed points of nonexpansive semigroups***by*Prasit Cholamjiak & Suthep Suantai**1299-1318 Strong convergence for maximal monotone operators, relatively quasi-nonexpansive mappings, variational inequalities and equilibrium problems***by*Siwaporn Saewan & Poom Kumam & Yeol Cho**1319-1325 A note on nonlinear fourth-order elliptic equations on $$\mathbb R ^N$$***by*Lin Li & Wen-Wu Pan**1327-1348 A general iteration scheme for variational inequality problem and common fixed point problems of nonexpansive mappings in q-uniformly smooth Banach spaces***by*Yanlai Song & Luchuan Ceng**1349-1358 Optimization of the difference of topical functions***by*A. Doagooei & H. Mohebi**1359-1373 Minimax theorems for scalar set-valued mappings with nonconvex domains and applications***by*Y. Zhang & S. Li**1375-1384 Uniqueness of supporting hyperplanes and an alternative to solutions of variational inequalities***by*Songnian He & Hong-Kun Xu**1385-1399 Maximal, potential and singular operators in vanishing generalized Morrey spaces***by*Natasha Samko**1401-1418 Continuity of solution mappings in some parametric non-weak vector Ky Fan inequalities***by*Pham Sach & Nguyen Minh**1419-1428 An improved first-order primal-dual algorithm with a new correction step***by*Xingju Cai & Deren Han & Lingling Xu**1429-1446 Iterative processes for common fixed points of two different families of mappings with applications***by*Sun Cho & Xiaolong Qin & Shin Kang**1447-1464 Existence theorems of the hemivariational inequality governed by a multi-valued map perturbed with a nonlinear term in Banach spaces***by*Rabian Wangkeeree & Pakkapon Preechasilp**1465-1484 New optimality conditions for nonsmooth control problems***by*Valeriano Oliveira & Geraldo Silva

### November 2013, Volume 57, Issue 3

**613-615 Preface: special issue of JOGO–GCM10***by*Boris Mordukhovich & Nicolae Popovici & Ruey-Lin Sheu**617-631 Enhancing computations of nondominated solutions in MOLFP via reference points***by*João Costa & Maria Alves**633-647 Characterization and recognition of d.c. functions***by*Ivan Ginchev & Denitza Gintcheva**649-662 Generalized convexity for non-regular optimization problems with conic constraints***by*B. Hernández-Jiménez & R. Osuna-Gómez & M. Rojas-Medar & L. Santos**663-676 Projections onto convex sets on the sphere***by*O. Ferreira & A. Iusem & S. Németh**677-693 Characterizations of pseudoconvex functions and semistrictly quasiconvex ones***by*Vsevolod Ivanov**695-705 Strongly convex set-valued maps***by*Hugo Leiva & Nelson Merentes & Kazimierz Nikodem & José Sánchez**707-718 On the uniqueness of Cournot equilibrium in case of concave integrated price flexibility***by*Pierre von Mouche & Federico Quartieri**719-731 On the differentiability of the support function***by*C. Zălinescu**733-751 Optimization challenges in the structured low rank approximation problem***by*Jonathan Gillard & Anatoly Zhigljavsky**753-769 Global convergence of a non-convex Douglas–Rachford iteration***by*Francisco Aragón Artacho & Jonathan Borwein**771-782 Geometric branch-and-bound methods for constrained global optimization problems***by*Daniel Scholz**783-801 Approximations for two variants of the Steiner tree problem in the Euclidean plane $${\mathbb{R}^2}$$***by*Jianping Li & Haiyan Wang & Binchao Huang & Junran Lichen**803-820 An Armijo-type method for pseudomonotone equilibrium problems and its applications***by*P. Anh & H. Le Thi**821-828 Stackelberg equilibria via variational inequalities and projections***by*Szilárd Nagy**829-841 Existence and uniqueness of solution for quasi-equilibrium problems and fixed point problems on complete metric spaces with applications***by*Chih-Sheng Chuang & Lai-Jiu Lin**843-861 Optimization reformulations of the generalized Nash equilibrium problem using regularized indicator Nikaidô–Isoda function***by*C. Lalitha & Mansi Dhingra**863-890 An efficient implementation of parallel simulated annealing algorithm in GPUs***by*A. Ferreiro & J. García & J. López-Salas & C. Vázquez**891-933 Solving dual problems using a coevolutionary optimization algorithm***by*Kalyanmoy Deb & Shivam Gupta & Joydeep Dutta & Bhoomija Ranjan**935-950 Superimposed optimization methods for the mixed equilibrium problem and variational inclusion***by*Yonghong Yao & Yeong-Cheng Liou & Ngai-Ching Wong**951-968 Versions of Ekeland’s variational principle involving set perturbations***by*Phan Khanh & Dinh Quy**969-995 Solvability and iterative approximations for a functional equation***by*Zeqing Liu & Jingjing Zhu & Shin Kang & Jeong Ume**997-1024 Green overhead and underground multiple-input multiple-output medium voltage broadband over power lines networks: energy-efficient power control***by*Athanasios Lazaropoulos**1025-1038 Efficient algorithms for the offline variable sized bin-packing problem***by*Mohamed Maiza & Abdenour Labed & Mohammed Radjef

### October 2013, Volume 57, Issue 2

**279-280 Special Issue: 21st International Conference on Multiple Criteria Decision Making; Articles on multiobjective optimization***by*Kaisa Miettinen & Serpil Sayin**281-298 Higher and lower-level knowledge discovery from Pareto-optimal sets***by*Sunith Bandaru & Kalyanmoy Deb**299-314 A stochastic programming approach to multicriteria portfolio optimization***by*Ceren Tuncer Şakar & Murat Köksalan**315-330 Interactive procedure for a multiobjective stochastic discrete dynamic problem***by*Maciej Nowak & Tadeusz Trzaskalik**331-345 A variational approach to define robustness for parametric multiobjective optimization problems***by*Katrin Witting & Sina Ober-Blöbaum & Michael Dellnitz**347-365 Finding all nondominated points of multi-objective integer programs***by*Banu Lokman & Murat Köksalan**367-384 Utilizing expected improvement and generalized data envelopment analysis in multi-objective genetic algorithms***by*Yeboon Yun & Hirotaka Nakayama**385-398 Global search perspectives for multiobjective optimization***by*Alberto Lovison**399-414 Optimality conditions for a class of composite multiobjective nonsmooth optimization problems***by*Li Tang & Ke Zhao**415-445 Synchronous and asynchronous Pareto-based multi-objective Artificial Bee Colony algorithms***by*Bahriye Akay**447-465 ε-Mixed type duality for nonconvex multiobjective programs with an infinite number of constraints***by*T. Son & D. Kim**467-497 Analysing the scalability of multiobjective evolutionary algorithms when solving the motif discovery problem***by*David González-Álvarez & Miguel Vega-Rodríguez**499-519 Multiagent cooperation for solving global optimization problems: an extendible framework with example cooperation strategies***by*Fatma Aydemir & Akın Günay & Figen Öztoprak & Ş. Birbil & Pınar Yolum**521-531 Vector network equilibrium problems with elastic demands***by*I. Konnov**533-547 New existence theorems for quasi-equilibrium problems and a minimax theorem on complete metric spaces***by*Chih-Sheng Chuang & Lai-Jiu Lin**549-573 Binary Accelerated Particle Swarm Algorithm (BAPSA) for discrete optimization problems***by*Zahra Beheshti & Siti Shamsuddin & Siti Yuhaniz**575-581 An alternative proof of the mountain pass theorem for a class of functionals***by*Marcelo Montenegro & Adilson Presoto**583-611 Differential evolution with multi-constraint consensus methods for constrained optimization***by*Noha Hamza & Ruhul Sarker & Daryl Essam

### September 2013, Volume 57, Issue 1

**1-2 Preface***by*Panos Pardalos & Christodoulos Floudas**3-50 GloMIQO: Global mixed-integer quadratic optimizer***by*Ruth Misener & Christodoulos Floudas**51-73 On the global solution of multi-parametric mixed integer linear programming problems***by*Martina Wittmann-Hohlbein & Efstratios Pistikopoulos**75-114 Convergence analysis of Taylor models and McCormick-Taylor models***by*Agustín Bompadre & Alexander Mitsos & Benoît Chachuat**115-141 A reformulation framework for global optimization***by*Andreas Lundell & Anders Skjäl & Tapio Westerlund**143-176 Improved relaxations for the parametric solutions of ODEs using differential inequalities***by*Joseph Scott & Paul Barton**177-190 Global optimization of expensive black box problems with a known lower bound***by*Andrea Cassioli & Fabio Schoen**191-215 Integrated experimental design and nonlinear optimization to handle computationally expensive models under resource constraints***by*János Pintér & Zoltán Horváth**217-250 Protein structure optimization by side-chain positioning via beta-complex***by*Joonghyun Ryu & Deok-Soo Kim**251-277 Welfare-maximizing correlated equilibria using Kantorovich polynomials with sparsity***by*Fook Kong & Berç Rustem

### August 2013, Volume 56, Issue 4

**1295-1296 Preface: Special issue of Journal of Global Optimization for the 8th international conference on optimization: techniques and applications***by*Xiaoling Sun & Duan Li & Shuzhong Zhang**1297-1312 Establishing Nash equilibrium of the manufacturer–supplier game in supply chain management***by*James Ang & Masao Fukushima & Fanwen Meng & Takahiro Noda & Jie Sun**1313-1323 Convergence analysis of power penalty method for American bond option pricing***by*K. Zhang & K. Teo**1325-1334 A cross-monotonic cost-sharing scheme for the concave facility location game***by*Gaidi Li & Yu Li & Jia Shu & Dachuan Xu**1335-1345 On a generalized Cournot oligopolistic competition game***by*Simai He & Xiaoguo Wang & Shuzhong Zhang**1347-1360 A pair of positive solutions for the Dirichlet p(z)-Laplacian with concave and convex nonlinearities***by*Leszek Gasiński & Nikolaos Papageorgiou**1361-1373 An adaptive domain decomposition method for the Hamilton–Jacobi–Bellman equation***by*H. Alwardi & S. Wang & L. Jennings**1375-1391 System modeling and performance analysis of the power saving class type II in BWA networks***by*Shunfu Jin & Wuyi Yue**1393-1407 Binary classification via spherical separator by DC programming and DCA***by*Hoai Le Thi & Hoai Le & Tao Pham Dinh & Ngai Van Huynh**1409-1423 Convex relaxations and MIQCQP reformulations for a class of cardinality-constrained portfolio selection problems***by*X. Cui & X. Zheng & S. Zhu & X. Sun**1425-1440 On the determinant and its derivatives of the rank-one corrected generator of a Markov chain on a graph***by*J. Filar & M. Haythorpe & W. Murray**1441-1455 A polynomial case of the cardinality-constrained quadratic optimization problem***by*Jianjun Gao & Duan Li**1457-1462 A note on a selfish bin packing problem***by*Ruixin Ma & György Dósa & Xin Han & Hing-Fung Ting & Deshi Ye & Yong Zhang**1463-1499 Approximate KKT points and a proximity measure for termination***by*Joydeep Dutta & Kalyanmoy Deb & Rupesh Tulshyan & Ramnik Arora**1501-1513 Convergence of a class of penalty methods for constrained scalar set-valued optimization***by*X. Huang**1515-1528 Continuity of the solution mapping to parametric generalized vector equilibrium problems***by*Bin Chen & Nan-jing Huang**1529-1542 Strong convergence theorems for variational inequality problems and fixed point problems in uniformly smooth and uniformly convex Banach spaces***by*Gang Cai & Shangquan Bu**1543-1562 A new iterative scheme for fixed point problems of infinite family of κ i -pseudo contractive mappings, equilibrium problem, variational inequality problems***by*Atid Kangtunyakarn**1563-1589 An iterative algorithm for common fixed points for nonexpansive semigroups and strictly pseudo-contractive mappings with optimization problems***by*Phayap Katchang & Poom Kumam**1591-1601 Halpern’s type iterations with perturbations in Hilbert spaces: equilibrium solutions and fixed points***by*Chih-Sheng Chuang & Lai-Jiu Lin & Wataru Takahashi**1603-1615 Efficient Nash equilibria on semilattices***by*Walter Briec & Charles Horvath & QiBin Liang**1617-1629 Hadamard well-posedness of a general mixed variational inequality in Banach space***by*Xiao-bo Li & Fu-quan Xia**1631-1651 Strong convergence theorems for approximating common fixed points of families of nonexpansive mappings and applications***by*D. Sahu & V. Colao & G. Marino**1653-1666 Constant-approximation for optimal data aggregation with physical interference***by*Hongwei Du & Zhao Zhang & Weili Wu & Lidong Wu & Kai Xing**1667-1674 Best proximity point theorems for cyclic strongly quasi-contraction mappings***by*A. Amini-Harandi**1675-1688 Strong convergence theorem for nonexpansive semigroups and systems of equilibrium problems***by*Yekini Shehu**1689-1697 On Olaleru’s open problem on Gregus fixed point theorem***by*Sirous Moradi & Ali Farajzadeh**1699-1705 Best proximity point theorems: exposition of a significant non-linear programming problem***by*S. Sadiq Basha & N. Shahzad & R. Jeyaraj**1707-1717 Filippov–Pliss lemma and m-dissipative differential inclusions***by*Qamar Din & Tzanko Donchev & Dimitar Kolev**1719-1753 A quasi-multistart framework for global optimization of expensive functions using response surface models***by*Rommel Regis & Christine Shoemaker**1755-1771 An extension of the Basic Constraint Qualification to nonconvex vector optimization problems***by*Bienvenido Jiménez & Vicente Novo & Miguel Sama**1773-1790 Examples of inconsistency in optimization by expected improvement***by*Dmitry Yarotsky**1791-1815 A branch and bound algorithm for the global optimization of Hessian Lipschitz continuous functions***by*Jaroslav Fowkes & Nicholas Gould & Chris Farmer

### July 2013, Volume 56, Issue 3

**757-759 Toulouse Global optimization Workshop 2010 (TOGO10)***by*Sonia Cafieri & Leo Liberti & Frédéric Messine**761-763 When only global optimization matters***by*Jean-Baptiste Hiriart-Urruty**765-785 A general framework for convexity analysis in deterministic global optimization***by*Ralph Kearfott & Jessie Castille & Gaurav Tyagi**787-819 Bound reduction using pairs of linear inequalities***by*Pietro Belotti**821-844 On estimating workload in interval branch-and-bound global optimization algorithms***by*José Berenguel & L. Casado & I. García & Eligius Hendrix**845-853 Global convergence and the Powell singular function***by*Trond Steihaug & Sara Suleiman**855-871 The interval Branch-and-Prune algorithm for the discretizable molecular distance geometry problem with inexact distances***by*Carlile Lavor & Leo Liberti & Antonio Mucherino**873-895 A light-propagation model for aircraft trajectory planning***by*Nourelhouda Dougui & Daniel Delahaye & Stéphane Puechmorel & Marcel Mongeau**897-916 Strong formulations for the pooling problem***by*Mohammed Alfaki & Dag Haugland**917-937 A multi-commodity flow formulation for the generalized pooling problem***by*Mohammed Alfaki & Dag Haugland**939-956 Large-scale standard pooling problems with constrained pools and fixed demands***by*Manuel Ruiz & Olivier Briant & Jean-Maurice Clochard & Bernard Penz**957-970 On the minimum volume simplex enclosure problem for estimating a linear mixing model***by*E. Hendrix & I. García & J. Plaza & A. Plaza**971-981 On a continuous approach for the maximum weighted clique problem***by*Tatyana Gruzdeva**983-1005 A two-level evolutionary algorithm for solving the facility location and design (1|1)-centroid problem on the plane with variable demand***by*J. Redondo & A. Arrondo & J. Fernández & I. García & P. Ortigosa**1007-1016 Maximal perimeter, diameter and area of equilateral unit-width convex polygons***by*Charles Audet & Jordan Ninin**1017-1028 Finding largest small polygons with GloptiPoly***by*Didier Henrion & Frédéric Messine**1029-1043 A global optimization algorithm for solving the minimum multiple ratio spanning tree problem***by*Oleksii Ursulenko & Sergiy Butenko & Oleg Prokopyev**1045-1072 Generalized S-Lemma and strong duality in nonconvex quadratic programming***by*H. Tuy & H. Tuan**1073-1100 Correlative sparsity structures and semidefinite relaxations for concave cost transportation problems with change of variables***by*Tomohiko Mizutani & Makoto Yamashita**1101-1121 On interval branch-and-bound for additively separable functions with common variables***by*J. Berenguel & L. Casado & I. García & E. Hendrix & F. Messine**1123-1142 Branch-reduction-bound algorithm for generalized geometric programming***by*Peiping Shen & Xiaoai Li**1143-1166 DIS-CARD: a new method of multiple criteria sorting to classes with desired cardinality***by*Miłosz Kadziński & Roman Słowiński**1167-1185 Increasing the attraction area of the global minimum in the binary optimization problem***by*Iakov Karandashev & Boris Kryzhanovsky**1187-1215 Packing non-identical circles within a rectangle with open length***by*Yaohua He & Yong Wu**1217-1232 Constrained derivative-free optimization on thin domains***by*J. Martínez & F. Sobral**1233-1245 Linear scaling and the DIRECT algorithm***by*Qunfeng Liu**1247-1293 Derivative-free optimization: a review of algorithms and comparison of software implementations***by*Luis Rios & Nikolaos Sahinidis

### June 2013, Volume 56, Issue 2

**217-218 Preface: Special issue of JOGO MEC EurOPT 2010-Izmir***by*Refail Kasimbeyli & Musa Mammadov & Cemali Dinçer**219-232 Self-learning K-means clustering: a global optimization approach***by*Z. Volkovich & D. Toledano-Kitai & G.-W. Weber**233-249 The new robust conic GPLM method with an application to finance: prediction of credit default***by*Ayşe Özmen & Gerhard-Wilhelm Weber & Zehra Çavuşoğlu & Özlem Defterli**251-263 Global stabilization in nonlinear discrete systems with time-delay***by*Anatoli Ivanov & Musa Mammadov & Sergei Trofimchuk**265-277 A hybrid global optimization algorithm for non-linear least squares regression***by*Antanas Žilinskas & Julius Žilinskas**279-297 A conic scalarization method in multi-objective optimization***by*Refail Kasimbeyli**299-315 Optimality conditions for a unified vector optimization problem with not necessarily preordering relations***by*Fabián Flores-Bazán & Elvira Hernández**317-326 Exact null controllability of semilinear evolution systems***by*Nazim Mahmudov**327-340 A globalized Newton method for the computation of normalized Nash equilibria***by*Axel Dreves & Anna Heusinger & Christian Kanzow & Masao Fukushima**341-352 The maximum principle for the nonlinear stochastic optimal control problem of switching systems***by*Charkaz Aghayeva & Qurban Abushov**353-371 Development and calibration of a currency trading strategy using global optimization***by*Mustafa Çağlayan & János Pintér**373-397 A new class of hybrid extragradient algorithms for solving quasi-equilibrium problems***by*Jean Strodiot & Thi Nguyen & Van Nguyen**399-416 Multiple critical points for non-differentiable parametrized functionals and applications to differential inclusions***by*Nicuşor Costea & Csaba Varga**417-430 Lagrange multiplier rules for non-differentiable DC generalized semi-infinite programming problems***by*Nader Kanzi**431-448 Lipschitz behavior of solutions to nonconvex semi-infinite vector optimization problems***by*N. Huy & D. Kim**449-458 PTAS for the minimum k-path connected vertex cover problem in unit disk graphs***by*Xianliang Liu & Hongliang Lu & Wei Wang & Weili Wu**459-487 A continuation approach to mode-finding of multivariate Gaussian mixtures and kernel density estimates***by*Seppo Pulkkinen & Marko Mäkelä & Napsu Karmitsa**489-501 Necessary optimality conditions for a set-valued fractional extremal programming problem under inclusion constraints***by*N. Gadhi & A. Jawhar**503-518 Optimal discrete-valued control computation***by*Changjun Yu & Bin Li & Ryan Loxton & Kok Teo