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ORCIDCEC 2014: Beijing, China
- Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, July 6-11, 2014. IEEE 2014, ISBN 978-1-4799-1488-3
Special Session: MoE1-1 Computational Intelligence and Games
- Geoffrey Lee, Min Luo, Fabio Zambetta
, Xiaodong Li:
Learning a Super Mario controller from examples of human play. 1-8 - Tung Duc Nguyen, Kien Quang Nguyen, Ruck Thawonmas:
Integrating fuzzy integral and heuristic search for unit micromanagement in RTS games. 9-12 - Daniel A. Ashlock, Philip Hingston:
∗Tego - A framework for adversarial planning. 13-20 - Marco Gaudesi, Elio Piccolo, Giovanni Squillero, Alberto Paolo Tonda:
TURAN: Evolving non-deterministic players for the iterated prisoner's dilemma. 21-27 - Andrew R. Buck, Tanvi Banerjee, James M. Keller:
Evolving a fuzzy goal-driven strategy for the game of Geister: An exercise in teaching computational intelligence. 28-35 - Hisashi Handa:
Deep Boltzmann Machine for evolutionary agents of Mario AI. 36-41
Special Session: MoE1-2 Memetic Computing
- Humyun Fuad Rahman, Ruhul A. Sarker, Daryl Essam, Guijuan Chang:
A memetic algorithm for solving permutation flow shop problems with known and unknown machine breakdowns. 42-49 - Ailong Ma, Yanfei Zhong, Liangpei Zhang:
Remote sensing imagery clustering using an adaptive bi-objective memetic method. 50-57 - Jingjing Ma, Yu Lei, Zhao Wang, Licheng Jiao, Ruochen Liu:
A memetic algorithm based on Immune multi-objective optimization for flexible job-shop scheduling problems. 58-65 - Wenping Ma, Yi Zuo, Jiulin Zeng, Shuang Liang, Licheng Jiao:
A memetic algorithm for solving flexible Job-Shop Scheduling Problems. 66-73 - Kuai Wei, Michael J. Dinneen:
Hybridizing the dynamic mutation approach with local searches to overcome local optima. 74-81 - Can Liu, Bin Li:
Memetic algorithm with adaptive local search depth for large scale global optimization. 82-88
Special Session: MoE1-3 Evolutionary Computer Vision
- Wissam A. Albukhanajer, Yaochu Jin, Johann A. Briffa:
Neural network ensembles for image identification using Pareto-optimal features. 89-96 - Andrea Valsecchi, Pablo Mesejo, Linda Marrakchi-Kacem, Stefano Cagnoni, Sergio Damas:
Automatic evolutionary medical image segmentation using deformable models. 97-104 - Gerald Schaefer, Bartosz Krawczyk, Niraj P. Doshi, Tomoharu Nakashima:
Cost-sensitive texture classification. 105-108 - Syed Saud Naqvi, Will N. Browne, Christopher Hollitt:
Genetic algorithms based feature combination for salient object detection, for autonomously identified image domain types. 109-116 - Wenlong Fu, Mark Johnston, Mengjie Zhang:
Unsupervised learning for edge detection using Genetic Programming. 117-124
Special Session: MoE1-4 Theoretical Foundations of Bio-inspired Computation
- Markus Wagner, Frank Neumann:
Single- and multi-objective genetic programming: New runtime results for sorting. 125-132 - Kuai Wei, Michael J. Dinneen:
Runtime analysis comparison of two fitness functions on a memetic algorithm for the Clique Problem. 133-140 - Jun He, Boris Mitavskiy, Yuren Zhou:
A theoretical assessment of solution quality in evolutionary algorithms for the knapsack problem. 141-148 - Yang Yu, Hong Qian:
The sampling-and-learning framework: A statistical view of evolutionary algorithms. 149-158 - Alexandre Adrien Chotard, Anne Auger, Nikolaus Hansen:
Markov chain analysis of evolution strategies on a linear constraint optimization problem. 159-166 - Tom Everitt, Tor Lattimore, Marcus Hutter:
Free Lunch for optimisation under the universal distribution. 167-174
Poster Session: PE1 Poster Session I
- Nancy Arana-Daniel, Alberto A. Gallegos, Carlos López-Franco, Alma Y. Alanis:
Smooth global and local path planning for mobile robot using particle swarm optimization, radial basis functions, splines and Bézier curves. 175-182 - Lin Wang, Bo Yang, Yi Li, Na Zhang:
A novel improvement of particle swarm optimization using Dual Factors strategy. 183-189 - Tao Xiang, Weimin Zhang, Fei Chen:
A verifiable PSO algorithm in cloud computing. 190-193 - Xinlu Zong, Hui Xu, Shengwu Xiong, Pengfei Duan:
Space-time simulation model based on particle swarm optimization algorithm for stadium evacuation. 194-201 - Mauro Campos, Renato A. Krohling:
Bare bones particle swarm with scale mixtures of Gaussians for dynamic constrained optimization. 202-209 - Geng Zhang, Yangmin Li:
Cooperative particle swarm optimizer with elimination mechanism for global optimization of multimodal problems. 210-217 - Ping Yan, Minghai Jiao:
A Chaotic Particle Swarm Optimization algorithm for the jobshop scheduling problem. 218-222 - Wenyong Dong, Jiangsen Tian, Xu Tang, Kang Sheng, Jin Liu:
Autonomous Learning Adaptation for Particle Swarm Optimization. 223-228 - Nuosi Wu, Zexuan Zhu, Zhen Ji:
A growing partitional clustering based on particle swarm optimization. 229-234 - Fangjun Kuang, Zhong Jin, Weihong Xu, Siyang Zhang:
A novel chaotic artificial bee colony algorithm based on Tent map. 235-241 - Min-Rong Chen, Wei Zeng, Guo-Qiang Zeng, Xia Li, Jianping Luo:
A novel Artificial Bee Colony algorithm with integration of extremal optimization for numerical optimization problems. 242-249 - Fabrice Lauri, Abderrafiaa Koukam:
Hybrid ACO/EA algorithms applied to the multi-agent patrolling problem. 250-257 - Yujiao Zeng, Yanguang Sun:
Comparison of multiobjective particle swarm optimization and evolutionary algorithms for optimal reactive power dispatch problem. 258-265 - Ivan Chaman Garcia, Carlos A. Coello Coello, Alfredo Arias-Montano:
MOPSOhv: A new hypervolume-based multi-objective particle swarm optimizer. 266-273 - Zhou Peng, Jinhua Zheng, Juan Zou:
A population diversity maintaining strategy based on dynamic environment evolutionary model for dynamic multiobjective optimization. 274-281 - Luiz Carlos Felix Carvalho, Márcia Aparecida Fernandes:
Multi-objective Flexible Job-Shop scheduling problem with DIPSO: More diversity, greater efficiency. 282-289 - Xiao-Bing Hu, Ming Wang, Mark S. Leeson:
Calculating the complete pareto front for a special class of continuous multi-objective optimization problems. 290-297 - Raúl Lara-Cabrera, Carlos Cotta, Antonio José Fernández Leiva:
A self-adaptive evolutionary approach to the evolution of aesthetic maps for a RTS game. 298-304 - Yiqiao Cai, Ji-Xiang Du:
Enhanced differential evolution with adaptive direction information. 305-312 - Marcelo Lotif:
Visualizing the population of meta-heuristics during the optimization process using self-organizing maps. 313-319 - Kuicheng Lin, Xue Wang, Xuanping Li, Yuqi Tan:
Self-adaptive morphable model based multi-view non-cooperative 3D face reconstruction. 320-325 - Ayad Mashaan Turky, Salwani Abdullah, Nasser R. Sabar:
Electromagnetic algorithm for tuning the structure and parameters of neural networks. 326-331 - Zhihui Li, Zhigang Shang, Bo-Yang Qu, Jing J. Liang:
Feature Selection based on manifold-learning with dynamic constraint handling differential evolution. 332-337 - Joaquim P. L. Viegas, Susana M. Vieira, João M. C. Sousa, Elsa M. P. Henriques:
Metaheuristics for the 3D bin packing problem in the steel industry. 338-343 - Antonio González-Pardo, David Camacho:
A new CSP graph-based representation to resource-constrained project scheduling problem. 344-351 - Haiming Liu, Jiong Zhou, Xinsheng Wu, Peng Yuan:
Optimization algorithm for rectangle packing problem based on varied-factor genetic algorithm and lowest front-line strategy. 352-357 - Siavash Farzan, Guilherme N. DeSouza:
A parallel evolutionary solution for the inverse kinematics of generic robotic manipulators. 358-365 - Yue Chen, Zexuan Zhu, Zhen Ji:
Feature extraction based on trimmed complex network representation for metabolomic data classification. 366-370 - Kenichi Tamura, Keiichiro Yasuda:
Primary study on feedback controlled differential evolution. 371-378 - Wenchao Yu, Linji Lu:
A route planning strategy for the automatic garment cutter based on genetic algorithm. 379-386
Special Session: MoE2-1 Evolutionary Multi-Objective Optimization and Decision Making,
- Roberto Erick Lopez-Herrejon, Javier Ferrer, Francisco Chicano, Alexander Egyed, Enrique Alba:
Comparative analysis of classical multi-objective evolutionary algorithms and seeding strategies for pairwise testing of Software Product Lines. 387-396 - Yang Li, Aimin Zhou, Guixu Zhang:
An MOEA/D with multiple differential evolution mutation operators. 397-404 - Ties Brands, Luc J. J. Wismans, Eric C. Van Berkum:
Multi-objective transportation network design: Accelerating search by applying ε-NSGAII. 405-412 - Giovanni Acampora, Hisao Ishibuchi, Autilia Vitiello:
A comparison of multi-objective evolutionary algorithms for the ontology meta-matching problem. 413-420 - Asad Mohammadi, Mohammad Nabi Omidvar, Xiaodong Li, Kalyanmoy Deb:
Integrating user preferences and decomposition methods for many-objective optimization. 421-428 - Saúl Zapotecas Martínez, Carlos A. Coello Coello:
A multi-objective evolutionary algorithm based on decomposition for constrained multi-objective optimization. 429-436 - Kristina S. Georgieva, Andries P. Engelbrecht:
Cooperative DynDE for temporal data clustering. 437-444 - Jing J. Liang, B. Zheng, F. Y. Xu, Bo-Yang Qu, Hui Song:
Multi-objective differential evolution algorithm based on fast sorting and a novel constraints handling technique. 445-450 - Johanna Aalto, Jouni Lampinen:
A mutation and crossover adaptation mechanism for differential evolution algorithm. 451-458 - Carlos Segura, Carlos A. Coello Coello, Eduardo Segredo, Coromoto León:
An analysis of the automatic adaptation of the crossover rate in differential evolution. 459-466 - A. Kai Qin, Ke Tang, Hong Pan, Si-Yu Xia:
Self-adaptive differential evolution with local search chains for real-parameter single-objective optimization. 467-474 - Rubai Amin, Jiangjun Tang, Mohamed Ellejmi, Stephen Kirby, Hussein A. Abbass:
Trading-off simulation fidelity and optimization accuracy in air-traffic experiments using differential evolution. 475-482
Special Session: MoE2-3 Evolutionary Computation in Combinatorial Optimization
- Stephen Bennett, Su Nguyen, Mengjie Zhang:
A hybrid discrete particle swarm optimisation method for grid computation scheduling. 483-490 - Tianxiang Cui, Shi Cheng, Ruibin Bai:
A combinatorial algorithm for the cardinality constrained portfolio optimization problem. 491-498 - Nasser R. Sabar, Graham Kendall:
Using harmony search with multiple pitch adjustment operators for the portfolio selection problem. 499-503 - Daniel Smullen, Jonathan Gillett, Joseph Heron, Shahryar Rahnamayan:
Genetic algorithm with self-adaptive mutation controlled by chromosome similarity. 504-511 - James Jian Qiao Yu, Albert Y. S. Lam, Victor O. K. Li:
Chemical reaction optimization for the set covering problem. 512-519 - Nasser R. Sabar, Graham Kendall:
Aircraft landing problem using hybrid differential evolution and simple descent algorithm. 520-527
Special Session: MoE2-4 Artificial Bee Colony Algorithms and their Applications,
- Bai Li, Raymond Chiong, Ligang Gong:
Search-evasion path planning for submarines using the Artificial Bee Colony algorithm. 528-535 - Ezzeddine Fatnassi, Olfa Chebbi, Jouhaina Chaouachi Siala:
Bee colony algorithm for the routing of guided automated battery-operated electric vehicles in personal rapid transit systems. 536-543 - Cheng Weng Fong, Hishammuddin Asmuni, Way Shen Lam, Barry McCollum, Paul McMullan:
A novel hybrid swarm based approach for curriculum based course timetabling problem. 544-550 - Önder Bulut, Mehmet Fatih Tasgetiren:
A discrete artificial bee colony algorithm for the Economic Lot Scheduling problem with returns. 551-557 - Yun-Chia Liang, Angela Hsiang-Ling Chen, Yung-Hsiang Nien:
Artificial Bee Colony for workflow scheduling. 558-564 - Ana Madureira, Bruno Cunha, Ivo Pereira:
Cooperation Mechanism for Distributed resource scheduling through artificial bee colony based self-organized scheduling system. 565-572 - Nanda Dulal Jana, Jaya Sil, Swagatam Das:
Particle Swarm Optimization with population adaptation. 573-578
Special Session: TuE1-1 Evolutionary Computation for Planning and Scheduling
- Min Liu, Hemant Kumar Singh, Tapabrata Ray:
A benchmark generator for dynamic capacitated arc routing problems. 579-586 - Huan-yu Zheng, Ling Wang, Shengyao Wang:
A co-evolutionary teaching-learning-based optimization algorithm for stochastic RCPSP. 587-594 - Min Liu, Hemant Kumar Singh, Tapabrata Ray:
A memetic algorithm with a new split scheme for solving dynamic capacitated arc routing problems. 595-602 - Zang Yuan, Yingwu Chen, Renjie He:
Agile earth observing satellites mission planning using genetic algorithm based on high quality initial solutions. 603-609 - Jiangjun Tang, Hussein A. Abbass:
Behavioral learning of aircraft landing sequencing using a society of Probabilistic Finite state Machines. 610-617 - Rachel Hunt, Mark Johnston, Mengjie Zhang:
Evolving machine-specific dispatching rules for a two-machine job shop using genetic programming. 618-625 - Xiaolong Zheng, Ling Wang, Shengyao Wang:
An enhanced non-dominated sorting based fruit fly optimization algorithm for solving environmental economic dispatch problem. 626-633 - Ben Niu, Ting Xie, Qiqi Duan, Lijing Tan:
Particle swarm optimization for Integrated Yard Truck Scheduling and Storage Allocation Problem. 634-639 - Tong Liu, Chaoli Sun, Jianchao Zeng, Songdong Xue, Yaochu Jin:
Similarity- and reliability-assisted fitness estimation for particle swarm optimization of expensive problems. 640-646 - Ben Niu, Ying Bi:
Binary bacterial foraging optimization for 0/1 knapsack problem. 647-652 - Damla Kizilay, Mehmet Fatih Tasgetiren, Önder Bulut, Bilgehan Bostan:
A discrete artificial bee colony algorithm for the assignment and parallel machine scheduling problem in DYO paint company. 653-660 - Fangxiao Wang, Yuan Gao, Zexuan Zhu:
Locality-sensitive hashing based multiobjective memetic algorithm for dynamic pickup and delivery problems. 661-666
Special Session: TuE1-3 Complex Networks and Evolutionary Computation
- Jianshe Wu, Lin Yuan, Qingliang Gong, Wenping Ma, Jingjing Ma, Yangyang Li:
A compression optimization algorithm for community detection. 667-671 - Shanfeng Wang, Maoguo Gong, Lijia Ma, Qing Cai, Licheng Jiao:
Decomposition based multiobjective evolutionary algorithm for collaborative filtering recommender systems. 672-679 - Caihong Mu, Jin Xie, Ruochen Liu, Licheng Jiao:
A memetic algorithm using local structural information for detecting community structure in complex networks. 680-686 - Xiangjing Song, Junzhong Ji, Cuicui Yang, Xiuzhen Zhang:
Ant colony clustering based on sampling for community detection. 687-692 - Li Kuang, Zhiyong Zhao, Feng Wang, Yuanxiang Li, Fei Yu, Zhijie Li:
A differential evolution box-covering algorithm for fractal dimension on complex networks. 693-699 - Caihong Mu, Jian Zhang, Licheng Jiao:
An intelligent ant colony optimization for community detection in complex networks. 700-706
Special Session: TuE1-4 Evolutionary Algorithms with Statistical and Machine Learning Techniques
- Yuzhen Zhang, Guangming Dai, Lei Peng, Maocai Wang:
HMOEDA_LLE: A hybrid multi-objective estimation of distribution algorithm combining locally linear embedding. 707-714 - Bo Liu, Qin Chen, Qingfu Zhang, Georges G. E. Gielen, Vic Grout:
Behavioral study of the surrogate model-aware evolutionary search framework. 715-722 - Hu Zhang, Shenmin Song, Aimin Zhou, Xiao Zhi Gao:
A clustering based multiobjective evolutionary algorithm. 723-730 - Xianneng Li, Wen He, Kotaro Hirasawa:
Creating stock trading rules using graph-based estimation of distribution algorithm. 731-738 - Pak-Kan Wong, Leung-Yau Lo, Man-Leung Wong, Kwong-Sak Leung:
Grammar-Based Genetic Programming with Bayesian network. 739-746 - Bartosz Krawczyk, Isaac Triguero, Salvador García, Michal Wozniak, Francisco Herrera:
A first attempt on evolutionary prototype reduction for nearest neighbor one-class classification. 747-753
Poster Session: PE2 Poster Session II
- Ruochen Liu, Xu Niu, Licheng Jiao, Jingjing Ma:
A multi-swarm particle swarm optimization with orthogonal learning for locating and tracking multiple optimization in dynamic environments. 754-761 - James Nga-Kwok Liu, Yan-Xing Hu, Yu-Lin He, Xizhao Wang:
Regression ensemble with PSO algorithms based fuzzy integral. 762-768 - Shouyong Jiang, Shengxiang Yang:
An improved quantum-behaved particle swarm optimization algorithm based on linear interpolation. 769-775 - Hyondong Oh, Yaochu Jin:
Evolving hierarchical gene regulatory networks for morphogenetic pattern formation of swarm robots. 776-783 - Zhongyang Zheng, Junzhi Li, Jie Li, Ying Tan:
Avoiding decoys in multiple targets searching problems using swarm robotics. 784-791 - Jiang Liu, Baigen Cai, Jian Wang:
Particle swarm optimization for integrity monitoring in BDS/DR based railway train positioning. 792-797 - Xianneng Li, Wen He, Kotaro Hirasawa:
Learning and evolution of genetic network programming with knowledge transfer. 798-805 - Ming Yang, Zhihua Cai, Changhe Li, Jing Guan:
An improved JADE algorithm for global optimization. 806-812 - Shasha Feng, Shaolin Tan, Jinhu Lu:
Characterizing the impact of selection on the evolution of cooperation in complex networks. 813-818 - Meng Yu, Xingquan Zuo, Chase C. Murray:
A tabu search heuristic for the single row layout problem with shared clearances. 819-825 - Chao Gao, Thomas Weise, Jinlong Li:
A weighting-based local search heuristic algorithm for the Set Covering Problem. 826-831 - Martin Schlueter, Masaharu Munetomo:
Parallelization for space trajectory optimization. 832-839 - Qiaoyong Jiang, Lei Wang, Xinhong Hei, Rong Fei, Dongdong Yang, Feng Zou, Hongye Li, Zijian Cao, YanYan Lin:
Optimal approximation of stable linear systems with a novel and efficient optimization algorithm. 840-844 - Antonio Bolufé Röhler, Stephen Chen:
Extending Minimum Population Search towards large scale global optimization. 845-852 - Biao Zhang, Jun-Hua Duan, Hong-yan Sang, Junqing Li, Hui Yan:
A new penalty function method for constrained optimization using harmony search algorithm. 853-859 - Donald Davendra, Roman Senkerik, Ivan Zelinka, Michal Pluhacek:
Scatter Search Algorithm with chaos based stochasticity. 860-866