Applied Soft Computing, Volume 10 (original) (raw)

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Volume 10, Number 1, January 2010

Review Paper

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    Shelly Xiaonan Wu, Wolfgang Banzhaf:
    The use of computational intelligence in intrusion detection systems: A review. 1-35

Regular Papers

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    Jonatan Hugosson, Erik Hemberg, Anthony Brabazon, Michael O'Neill:
    Genotype representations in grammatical evolution. 36-43
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    Olgierd Unold, Marcin Jaworski:
    Learning context-free grammar using improved tabular representation. 44-52
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    Keivan Ghoseiri, Seyed Farid Ghannadpour:
    A hybrid genetic algorithm for multi-depot homogenous locomotive assignment with time windows. 53-65
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    Cihan Karakuzu, Osman Demirci:
    Fuzzy logic based smart traffic light simulator design and hardware implementation. 66-73
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    Eva Chung-chiung Yen:
    Using a non-uniform self-selective coder for option pricing. 74-78
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    Rui Zhang, Cheng Wu:
    A hybrid immune simulated annealing algorithm for the job shop scheduling problem. 79-89
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    Debashree Guha, Debjani Chakraborty:
    A new approach to fuzzy distance measure and similarity measure between two generalized fuzzy numbers. 90-99
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    Anupam Ojha, Barun Das, Shyamal Kr. Mondal, Manoranjan Maiti:
    A solid transportation problem for an item with fixed charge, vechicle cost and price discounted varying charge using genetic algorithm. 100-110
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    Jing-Rung Yu, Chien-Wei Lee:
    Piecewise regression for fuzzy input-output data with automatic change-point detection by quadratic programming. 111-118
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    Xinchao Zhao:
    A perturbed particle swarm algorithm for numerical optimization. 119-124
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    Tolga Yüksel, Abdullah Sezgin:
    Two fault detection and isolation schemes for robot manipulators using soft computing techniques. 125-134
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    Shailendra Kumar, Sudhir Kumar Barai:
    Neural networks modeling of shear strength of SFRC corbels without stirrups. 135-148
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    Adham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho:
    Navigating a robotic swarm in an uncharted 2D landscape. 149-169
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    Francesco Archetti, Ilaria Giordani, Leonardo Vanneschi:
    Genetic programming for QSAR investigation of docking energy. 170-182
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    Taher Niknam, Babak Amiri:
    An efficient hybrid approach based on PSO, ACO and k-means for cluster analysis. 183-197
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    Yousef Kilani:
    Comparing the performance of the genetic and local search algorithms for solving the satisfiability problems. 198-207
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    Xiaoning Song, Yu-Jie Zheng, Xiaojun Wu, Xibei Yang, Jing-Yu Yang:
    A complete fuzzy discriminant analysis approach for face recognition. 208-214
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    Angel A. Juan, Javier Faulin, Rubén Ruiz, Barry B. Barrios, Santi Caballé:
    The SR-GCWS hybrid algorithm for solving the capacitated vehicle routing problem. 215-224
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    Guillermo Vigueras, Miguel Lozano, Juan Manuel Orduña, Francisco Grimaldo:
    A comparative study of partitioning methods for crowd simulations. 225-235
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    Mohammad Subhi Al-Batah, Nor Ashidi Mat Isa, Kamal Zuhairi Zamli, Khairun Azizi Azizli:
    Modified Recursive Least Squares algorithm to train the Hybrid Multilayered Perceptron (HMLP) network. 236-244
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    Akimoto Kamiya, Kazuya Abiko, Shigenobu Kobayashi:
    Discussions of worker ants' rule-based CHC dealing with changing environments. 245-250
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    Seema N. Pandey, Shashikala Tapaswi, Laxmi Srivastava:
    Integrated evolutionary neural network approach with distributed computing for congestion management. 251-260
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    Raul Baños, Consolación Gil, Juan Reca, Francisco G. Montoya:
    A memetic algorithm applied to the design of water distribution networks. 261-266
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    Hadi Sadoghi Yazdi, Reza Pourreza:
    Unsupervised adaptive neural-fuzzy inference system for solving differential equations. 267-275
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    Jose Guajardo, Richard Weber, Jaime Miranda:
    A model updating strategy for predicting time series with seasonal patterns. 276-283
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    Mohammed El-Abd, Hassan Hassan, Mohab Anis, Mohamed S. Kamel, Mohamed I. Elmasry:
    Discrete cooperative particle swarm optimization for FPGA placement. 284-295
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    Chih-Yung Chen, Rey-Chue Hwang, Yu-Ju Chen:
    A passive auto-focus camera control system. 296-303
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    Lale Özbakir, Adil Baykasoglu, Sinem Kulluk:
    A soft computing-based approach for integrated training and rule extraction from artificial neural networks: DIFACONN-miner. 304-317
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    Juan Moreno García, Luis Rodriguez-Benitez, Antonio Fernández-Caballero, María T. López:
    Video sequence motion tracking by fuzzification techniques. 318-331
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    Imran Usman, Asifullah Khan:
    BCH coding and intelligent watermark embedding: Employing both frequency and strength selection. 332-343
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    N. Saravanan, V. N. S. Kumar Siddabattuni, K. I. Ramachandran:
    Fault diagnosis of spur bevel gear box using artificial neural network (ANN), and proximal support vector machine (PSVM). 344-360

Volume 10, Number 2, March 2010

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    Barbara Gladysz, Adam Kasperski:
    Computing mean absolute deviation under uncertainty. 361-366
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    Min-Rong Chen, Xia Li, Xi Zhang, Yong-Zai Lu:
    A novel particle swarm optimizer hybridized with extremal optimization. 367-373
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    Chih-Fong Tsai, Ming-Lun Chen:
    Credit rating by hybrid machine learning techniques. 374-380
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    Meena Tushir, Smriti Srivastava:
    A new Kernelized hybrid c-mean clustering model with optimized parameters. 381-389
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    Chidentree Treesatayapun:
    Nonlinear discrete-time controller with unknown systems identification based on fuzzy rules emulated network. 390-397
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    Michael G. Epitropakis, Vassilis P. Plagianakos, Michael N. Vrahatis:
    Hardware-friendly Higher-Order Neural Network Training using Distributed Evolutionary Algorithms. 398-408
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    Iztok Fister, Marjan Mernik, Bogdan Filipic:
    A hybrid self-adaptive evolutionary algorithm for marker optimization in the clothing industry. 409-422
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    Guiwu Wei:
    Some induced geometric aggregation operators with intuitionistic fuzzy information and their application to group decision making. 423-431
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    Peter W. M. Tsang, Terry Y. F. Yuen, W. C. Situ:
    Enhanced affine invariant matching of broken boundaries based on particle swarm optimization and the dynamic migrant principle. 432-438
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    Selami Beyhan, Musa Alci:
    Fuzzy functions based ARX model and new fuzzy basis function models for nonlinear system identification. 439-444
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    Ravipudi Venkata Rao, Padmakar Jagannath Pawar:
    Parameter optimization of a multi-pass milling process using non-traditional optimization algorithms. 445-456
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    Nelishia Pillay, Wolfgang Banzhaf:
    An informed genetic algorithm for the examination timetabling problem. 457-467
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    Chuan Shi, Zhenyu Yan, Zhongzhi Shi, Lei Zhang:
    A fast multi-objective evolutionary algorithm based on a tree structure. 468-480
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    Ashutosh Tewari, Mirna-Urquidi Macdonald:
    Knowledge-based parameter identification of TSK fuzzy models. 481-489
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    Huaxiang Zhang, Jing Lu:
    SCTWC: An online semi-supervised clustering approach to topical web crawlers. 490-495
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    Shamik Chaudhuri, Kalyanmoy Deb:
    An interactive evolutionary multi-objective optimization and decision making procedure. 496-511
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    Chiung Moon, Joosung Lee, Si-Yeong Lim:
    A performance appraisal and promotion ranking system based on fuzzy logic: An implementation case in military organizations. 512-519
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    Fatemeh Torfi, Reza Zanjirani Farahani, Shabnam Rezapour:
    Fuzzy AHP to determine the relative weights of evaluation criteria and Fuzzy TOPSIS to rank the alternatives. 520-528
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    Shashi Bhushan Mehta, Santanu Chaudhury, Asok Bhattacharyya, Amarnath Jena:
    Soft-computing based diagnostic tool for analyzing demyelination in magnetic resonance images. 529-538
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    Hanning Chen, Yunlong Zhu, Kunyuan Hu:
    Multi-colony bacteria foraging optimization with cell-to-cell communication for RFID network planning. 539-547
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    Beatrice Lazzerini, Francesco Marcelloni, Massimo Vecchio:
    A multi-objective evolutionary approach to image quality/compression trade-off in JPEG baseline algorithm. 548-561
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    Tingwei Quan, Xiaomao Liu, Qian Liu:
    Weighted least squares support vector machine local region method for nonlinear time series prediction. 562-566
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    B. Srinath Reddy, Otman A. Basir:
    Concept-based evidential reasoning for multimodal fusion in human-computer interaction. 567-577
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    Miguel Ángel Vélez, Omar Sánchez, Sixto Romero, José Manuel Andújar:
    A new methodology to improve interpretability in neuro-fuzzy TSK models. 578-591
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    Nan Li, Jianzhong Cha, Yiping Lu:
    A parallel simulated annealing algorithm based on functional feature tree modeling for 3D engineering layout design. 592-601
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    Chen-Chien James Hsu, Wern-Yarng Shieh, Chun-Hwei Gao:
    Digital redesign of uncertain interval systems based on extremal gain/phase margins via a hybrid particle swarm optimizer. 602-612
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    Yifan Wang, Shihmin Cheng, Mei-Hua Hsu:
    Incorporating the Markov chain concept into fuzzy stochastic prediction of stock indexes. 613-617
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    M. E. H. Pedersen, Andrew J. Chipperfield:
    Simplifying Particle Swarm Optimization. 618-628
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    Hui Liu, Zixing Cai, Yong Wang:
    Hybridizing particle swarm optimization with differential evolution for constrained numerical and engineering optimization. 629-640
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    K. Mahadevan, P. S. Kannan:
    Comprehensive learning particle swarm optimization for reactive power dispatch. 641-652
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    Jingan Yang, Yanbin Zhuang:
    An improved ant colony optimization algorithm for solving a complex combinatorial optimization problem. 653-660

Volume 10, Number 3, June 2010

Review Papers

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    Mark Ko, Ashutosh Tiwari, Jörn Mehnen:
    A review of soft computing applications in supply chain management. 661-674
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    Rajneesh Sharma, Madan Gopal:
    Synergizing reinforcement learning and game theory - A new direction for control. 675-688

Regular Papers

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    G. Wiselin Jiji, L. Ganesan:
    A new approach for unsupervised segmentation. 689-693
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    Khalid A. Eldrandaly:
    A GEP-based spatial decision support system for multisite land use allocation. 694-702
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    B. Naderi, S. M. T. Fatemi Ghomi, Majid Aminnayeri:
    A high performing metaheuristic for job shop scheduling with sequence-dependent setup times. 703-710
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    Rajeev Kumar, Pramod Kumar Singh:
    Assessing solution quality of biobjective 0-1 knapsack problem using evolutionary and heuristic algorithms. 711-718
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    Mohsen Davarynejad, Chang Wook Ahn, Jos L. M. Vrancken, Jan van den Berg, Carlos A. Coello Coello:
    Evolutionary hidden information detection by granulation-based fitness approximation. 719-729
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    Abdelhamid Bouchachia, Roland T. Mittermeir, P. Sielecky, S. Stafiej, M. Zieminski:
    Nature-inspired techniques for conformance testing of object-oriented software. 730-745
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    Arturo Valdes, Khashayar Khorasani:
    A pulsed plasma thruster fault detection and isolation strategy for formation flying of satellites. 746-758
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    Anand Jayant Kulkarni, Kang Tai:
    Probability Collectives: A multi-agent approach for solving combinatorial optimization problems. 759-771
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    YaJun Du, HaiMing Li:
    Strategy for mining association rules for web pages based on formal concept analysis. 772-783
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    Nima Amjady, Farshid Keynia:
    Application of a new hybrid neuro-evolutionary system for day-ahead price forecasting of electricity markets. 784-792
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    Xiaodong Liu, Yan Ren:
    Novel artificial intelligent techniques via AFS theory: Feature selection, concept categorization and characteristic description. 793-805
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    Magdalene Marinaki, Yannis Marinakis, Constantin Zopounidis:
    Honey Bees Mating Optimization algorithm for financial classification problems. 806-812
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    Yi-Chung Hu:
    Pattern classification by multi-layer perceptron using fuzzy integral-based activation function. 813-819
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    Nishchal K. Verma, Madasu Hanmandlu:
    Adaptive non-additive generalized fuzzy systems. 820-831
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    Minqiang Li, Dan Lin, Jisong Kou:
    Dynamics of fitness sharing evolutionary algorithms for coevolution of multiple species. 832-848
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    Jinquan Li, Kaibiao Sun, Dehua Xu, Hongxing Li:
    Single machine due date assignment scheduling problem with customer service level in fuzzy environment. 849-858
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    Xin Xu:
    Sequential anomaly detection based on temporal-difference learning: Principles, models and case studies. 859-867
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    Dongxiao Niu, Da Liu, Desheng Dash Wu:
    A soft computing system for day-ahead electricity price forecasting. 868-875
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    Amanda M. Whitbrook, Uwe Aickelin, Jonathan M. Garibaldi:
    Two-timescale learning using idiotypic behaviour mediation for a navigating mobile robot. 876-887
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    Lining Xing, Ying-Wu Chen, Peng Wang, Qing-Song Zhao, Jian Xiong:
    A Knowledge-Based Ant Colony Optimization for Flexible Job Shop Scheduling Problems. 888-896
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    D. S. Nagesh, G. L. Datta:
    Genetic algorithm for optimization of welding variables for height to width ratio and application of ANN for prediction of bead geometry for TIG welding process. 897-907
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    Ahmad Bagheri, T. Karimi, Nima Amanifard:
    Tracking performance control of a cable communicated underwater vehicle using adaptive neural network controllers. 908-918
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    Reza Tavakkoli-Moghaddam, Babak Javadi, Fariborz Jolai, Ali Ghodratnama:
    The use of a fuzzy multi-objective linear programming for solving a multi-objective single-machine scheduling problem. 919-925
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    Burcin Cem Arabacioglu:
    Using fuzzy inference system for architectural space analysis. 926-937
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    Liang Zhao, Feng Qian, Yupu Yang, Yong Zeng, Haijun Su:
    Automatically extracting T-S fuzzy models using cooperative random learning particle swarm optimization. 938-944
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    Himansu Sekhar Behera, Pradipta K. Dash, Bijaya N. Biswal:
    Power quality time series data mining using S-transform and fuzzy expert system. 945-955

Erratum

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    Mario Ventresca, Shahryar Rahnamayan, Hamid R. Tizhoosh:
    A note on "Opposition versus randomness in soft computing techniques" [Appl. Soft Comput 8 (2) (2008) 906-918]. 956-957

Volume 10, Number 4, September 2010

Multi-Criteria Decision-Making Processes

Fuzzy Decision-Making and Optimisation Methods

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    Soheil Sadi-Nezhad, Kaveh Khalili Damghani:
    Application of a fuzzy TOPSIS method base on modified preference ratio and fuzzy distance measurement in assessment of traffic police centers performance. 1028-1039
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    Amir Azadeh, Morteza Osanloo, Mohammad Ataei:
    A new approach to mining method selection based on modifying the Nicholas technique. 1040-1061
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    Adel Hatami-Marbini, Saber Saati, Madjid Tavana:
    An ideal-seeking fuzzy data envelopment analysis framework. 1062-1070
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    Chien-Chang Chou, Rong-Hua Gou, Chaur-Luh Tsai, Ming-Cheng Tsou, Chun-Pong Wong, Hui-Lin Yu:
    Application of a mixed fuzzy decision making and optimization programming model to the empty container allocation. 1071-1079
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    Chien-Chang Chou, Fu-Tsuan Kuo, Rong-Hua Gou, Chaur-Luh Tsai, Chun-Pong Wong, Ming-Cheng Tsou:
    Application of a combined fuzzy multiple criteria decision making and optimization programming model to the container transportation demand split. 1080-1086
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    Yanbin Liu, Chunguang Zhou, Dongwei Guo, Kangping Wang, Wei Pang, Yandong Zhai:
    A decision support system using soft computing for modern international container transportation services. 1087-1095

Multi-Objective Programming

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  Keivan Ghoseiri, Seyed Farid Ghannadpour:
  Multi-objective vehicle routing problem with time windows using goal programming and genetic algorithm. 1096-1107
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    He-Yau Kang, Amy H. I. Lee:
    Inventory replenishment model using fuzzy multiple objective programming: A case study of a high-tech company in Taiwan. 1108-1118
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    Ana Moura, Rui Rijo, Pedro Silva, Sidónio Crespo:
    A multi-objective genetic algorithm applied to autonomous underwater vehicles for sewage outfall plume dispersion observations. 1119-1126

Genetic Algorithm

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    Mehmet Gulek, Ismail H. Toroslu:
    A genetic algorithm for maximum-weighted tree matching problem. 1127-1131
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    Ali Ahrari, Ali A. Atai:
    Grenade Explosion Method - A novel tool for optimization of multimodal functions. 1132-1140
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    Omar Fayez Mohamed El-Mahdy, Mohamed Ezz Hassan Ahmed, Sayed Metwalli:
    Computer aided optimization of natural gas pipe networks using genetic algorithm. 1141-1150

Hybrid Genetic Algorithm

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    Mehrdad Hakimi-Asiabar, Seyed Hassan Ghodsypour, Reza Kerachian:
    Deriving operating policies for multi-objective reservoir systems: Application of Self-Learning Genetic Algorithm. 1151-1163
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    Chih-Hung Wu, Yun Ken, Tao Huang:
    Patent classification system using a new hybrid genetic algorithm support vector machine. 1164-1177
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    Damjan Strnad, Nikola Guid:
    A fuzzy-genetic decision support system for project team formation. 1178-1187
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    T. Warren Liao:
    Two hybrid differential evolution algorithms for engineering design optimization. 1188-1199
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    Cheng-Wen Chiang, Wei-Ping Lee, Jia-Sheng Heh:
    A 2-Opt based differential evolution for global optimization. 1200-1207
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    Komal, S. P. Sharma, Dinesh Kumar:
    RAM analysis of repairable industrial systems utilizing uncertain data. 1208-1221

Swarm Intelligence

Meta-Modelling and Other Heuristics

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    Yan-Fu Li, Szu Hui Ng, Min Xie, T. N. Goh:
    A systematic comparison of metamodeling techniques for simulation optimization in Decision Support Systems. 1257-1273
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    Saeid Fallah-Jamshidi, Maghsoud Amiri, Neda Karimi:
    Nonlinear continuous multi-response problems: a novel two-phase hybrid genetic based metaheuristic. 1274-1283
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    Alireza Farasat, Mohammad B. Menhaj, Taha Mansouri, Mohammad Reza Sadeghi Moghadam:
    ARO: A new model-free optimization algorithm inspired from asexual reproduction. 1284-1292
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    Cengiz Kahraman, Orhan Engin, Ihsan Kaya, R. Elif Öztürk:
    Multiprocessor task scheduling in multistage hybrid flow-shops: A parallel greedy algorithm approach. 1293-1300

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