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156. Pedestrian Modelling: A Comparative Study Using Agent-Based Cellular Automata.

Author

Alexandrov, Vassil N., Albada, Geert Dick, Sloot, Peter M. A., Dongarra, Jack, Ronald, Nicole, and Kirley, Michael

Abstract

In this paper, we examine pedestrian population dynamics using agent-based cellular automata models. Each pedestrian is treated as an agent, mapped onto a 2-dimensional grid. The behaviour of each agent is modelled as a sequence of specific choices reflecting different levels of autonomy. Simulations of bi-directional agent movement for four behaviours in different environments (corridors of different widths with permanent blocks such as walls) are conducted in order to identify outcomes of the behaviours and recommend a strategy. The results suggest that the "lookahead" behaviour, whilst similar to the "deterministic" behaviour, was strategically the best. Little difference was found between the "floor fields" and "random walk" behaviours. [ABSTRACT FROM AUTHOR]

Published
2006
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157. Diversity Mechanisms in Pitt-Style Evolutionary Classifier Systems.

Author

Triantaphyllou, Evangelos, Felici, Giovanni, Kirley, Michael, Abbass, Hussein A., and McKay, Robert (Bob) I.

Abstract

In this chapter we investigate the application of diversity-preserving mechanisms in Pitt-style evolutionary classifier systems. Specifically, we analyze the effects of implicit fitness sharing, spatially distributed subpopulations, and combinations of the two, using a range of standard knowledge discovery tasks. The proposed models are compared based on (a) their ability to promote and/or maintain diversity across the evolving population; (b) the ability of the algorithm to evolve rule sets, which accurately classify data; and (c) the relative ease of parallel implementation of the models. Conclusions are drawn regarding the suitability of the approaches in both sequential and parallel environments. [ABSTRACT FROM AUTHOR]

Published
2006
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158. Mining Classification Rules Using Evolutionary Multi-objective Algorithms.

Author

Khosla, Rajiv, Howlett, Robert J., Jain, Lakhmi C., Kshetrapalapuram, Kalyanaraman Kaesava, and Kirley, Michael

Abstract

Evolutionary-based methods provide a framework for mining classification rules, that is, rules that can be used to discriminate between data organized in several classes. In this paper, we propose a novel multi-objective extension for the standard Pittsburg approach. Key features of our model include (a) variable length chromosomes, implemented using an active bit string (mask), and (b) fitness evaluation and selection based on restricted non-dominated tournaments. Extensive numerical simulations show that the proposed algorithm is competitive with - and indeed outperforms in some cases - other well-known machine learning tools using benchmark datasets. [ABSTRACT FROM AUTHOR]

Published
2005
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161. Dynamic social networks facilitate cooperation in the -player Prisoner’s Dilemma

Author

Rezaei, Golriz and Kirley, Michael

Subjects
*PRISONER'S dilemma game, *SOCIAL networks, *MATHEMATICAL models, *MULTIPLAYER games, *COLLECTIVE action, *DECISION making
Abstract

Abstract: Understanding how cooperative behaviour evolves in network communities, where the individual members interact via social dilemma games, is an on-going challenge. In this paper, we introduce a social network based model to investigate the evolution of cooperation in the -player Prisoner’s Dilemma game. As such, this work complements previous studies focused on multi-player social dilemma games and endogenous networks. Agents in our model, employ different game-playing strategies reflecting varying cognitive capacities. When an agent plays cooperatively, a social link is formed with each of the other group members. Subsequent cooperative actions reinforce this link. However, when an agent defects, the links in the social network are broken. Computational simulations across a range of parameter settings are used to examine different scenarios: varying population and group sizes; the group formation process (or partner selection); and agent decision-making strategies under varying dilemma constraints (cost-to-benefit ratios), including a “discriminator” strategy where the action is based on a function of the weighted links within an agent’s social network. The simulation results show that the proposed social network model is able to evolve and maintain cooperation. As expected, as the value of increases the equilibrium proportion of cooperators in the population decreases. In addition, this outcome is dependent on the dilemma constraint (cost-to-benefit ratio). However, in some circumstances the dynamic social network plays an increasingly important role in promoting and sustaining cooperation, especially when the agents adopt the discriminator strategy. The adjustment of social links results in the formation of communities of “like-minded” agents. Subsequently, this local optimal behaviour promotes the evolution of cooperative behaviour at the system level. [Copyright &y& Elsevier]

Published
2012
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162. Random mobility and the evolution of cooperation in spatial -player iterated Prisoner’s Dilemma games

Author

Chiong, Raymond and Kirley, Michael

Subjects
*ITERATIVE methods (Mathematics), *PRISONER'S dilemma game, *BOUNDARY value problems, *LATTICE theory, *GAME theory, *COOPERATION, *POPULATION dynamics, *PROBABILITY theory
Abstract

Abstract: We study the effects of random mobility on the evolution of cooperation in a spatial version of the -player Iterated Prisoner’s Dilemma game, where individuals are located on a two-dimensional regular lattice with periodic boundary conditions. The probability that an individual moves from its current location is based on the amount of time it has occupied a given position and the relative fitness values of the individual occupying the destination position. Our results show that random movement can promote cooperative behaviour in -player games. In some circumstances, random mobility enhances system-wide cooperation levels when compared to the static model. However, the outcome is strictly dependent on the cost-to-benefit ratio and the range of movement. An analysis of the population dynamics suggests that the convergence rate of the model (i.e., the time for the population to reach an equilibrium state) is faster with mobility in place. Our findings help to further understand the relationship between mobility and evolving game-playing strategies in spatially structured populations, especially when efficient collective actions matter. [Copyright &y& Elsevier]

Published
2012
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163. Guest Editorial: special issue on evolutionary optimisation and learning.

Author

Mengjie Zhang, Kirley, Michael, and Xiaodong Li

Subjects
PARTICLE swarm optimization, GENETIC algorithms
Abstract

An introduction to the journal is presented in which the guest editors discuss various reports within the issue on topics related to evolutionary learning and optimisation including particle swarm optimization (PSO), cellular genetic algorithms, and dynamic combinatorial optimisation.

Published
2011
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165. A Method for Assigning Men and Women with Good Affinity to Matchmaking Parties through Interactive Evolutionary Computation

Author

Kuroiwa, Sho, Murata, Yoshihiro, Kitani, Tomoya, Yasumoto, Keiichi, Ito, Minoru, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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166. Evolutionary Multi-Objective Optimization for Biped Walking

Author

Yanase, Toshihiko, Iba, Hitoshi, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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167. Power Electronic Circuits Design: A Particle Swarm Optimization Approach

Author

Zhang, Jun, Shi, Yuan, Zhan, Zhi-Hui, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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168. Computational Intelligence in Radio Astronomy: Using Computational Intelligence Techniques to Tune Geodesy Models

Author

Angus, Daniel, Deller, Adam, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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169. An Efficient Hybrid Algorithm for Optimization of Discrete Structures

Author

Isaacs, Amitay, Ray, Tapabrata, Smith, Warren, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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170. Horn Query Learning with Multiple Refinement

Author

Sierra, Josefina, Santibáñez, Josefina, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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171. Crossover Can Be Constructive When Computing Unique Input Output Sequences

Author

Lehre, Per Kristian, Yao, Xin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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172. Dual Phase Evolution and Self-organisation in Networks

Author

Paperin, Greg, Green, David G., Leishman, Tania G., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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173. Joint Multicast Routing and Channel Assignment in Multiradio Multichannel Wireless Mesh Networks Using Simulated Annealing

Author

Cheng, Hui, Yang, Shengxiang, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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174. Genetic Synthesis of Software Architecture

Author

Räihä, Outi, Koskimies, Kai, Mäkinen, Erkki, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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175. Genetic Programming for Feature Ranking in Classification Problems

Author

Neshatian, Kourosh, Zhang, Mengjie, Andreae, Peter, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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176. Time Series Prediction with Evolved, Composite Echo State Networks

Author

Webb, Russell Y., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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177. Evolving Digital Circuits in an Industry Standard Hardware Description Language

Author

Cullen, Jamie, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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178. Hierarchical Fuzzy Control for the Inverted Pendulum over the Set of Initial Conditions

Author

Zajaczkowski, Juliusz, Verma, Brijesh, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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179. Parameterised Indexed FOR-Loops in Genetic Programming and Regular Binary Pattern Strings

Author

Wijesinghe, Gayan, Ciesielski, Vic, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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180. Pattern Learning and Decision Making in a Photovoltaic System

Author

Li, Rongxin, Wang, Peter, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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181. Using Numerical Simplification to Control Bloat in Genetic Programming

Author

Kinzett, David, Zhang, Mengjie, Johnston, Mark, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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182. Task Decomposition for Optimization Problem Solving

Author

Elfeky, Ehab Z., Sarker, Ruhul A., Essam, Daryl L., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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183. Hybrid Genetic Programming for Optimal Approximation of High Order and Sparse Linear Systems

Author

Liu, Jing, Fu, Wenlong, Zhong, Weicai, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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184. Genetic Vector Quantizer Design on Reconfigurable Hardware

Author

Lin, Ting-Kuan, Li, Hui-Ya, Hwang, Wen-Jyi, Ou, Chien-Min, Weng, Sheng-Kai, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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185. A Weighted Local Sharing Technique for Multimodal Optimisation

Author

Dick, Grant, Whigham, Peter A., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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186. An Evolutionary Method for Natural Language to SQL Translation

Author

Afonso, Alexandre, Brito, Leonardo, Vale, Oto, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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187. Attributes of Dynamic Combinatorial Optimisation

Author

Rohlfshagen, Philipp, Yao, Xin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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188. Performance Evaluation of an Adaptive Ant Colony Optimization Applied to Single Machine Scheduling

Author

Anghinolfi, Davide, Boccalatte, Antonio, Paolucci, Massimo, Vecchiola, Christian, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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189. Robust Optimization by ε-Ranking on High Dimensional Objective Spaces

Author

Aguirre, Hernán, Tanaka, Kiyoshi, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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190. A Study on the Performance of Substitute Distance Based Approaches for Evolutionary Many Objective Optimization

Author

Singh, Hemant K., Isaacs, Amitay, Ray, Tapabrata, Smith, Warren, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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191. General Game Playing with Ants

Author

Sharma, Shiven, Kobti, Ziad, Goodwin, Scott, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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192. A Generalized Approach to Construct Benchmark Problems for Dynamic Optimization

Author

Li, Changhe, Yang, Shengxiang, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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193. Solving Very Difficult Japanese Puzzles with a Hybrid Evolutionary-Logic Algorithm

Author

Ortiz-García, Emilio G., Salcedo-Sanz, Sancho, Pérez-Bellido, Ángel M., Portilla-Figueras, Antonio, Yao, Xin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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194. Discussion of Offspring Generation Method for Interactive Genetic Algorithms with Consideration of Multimodal Preference

Author

Ito, Fuyuko, Hiroyasu, Tomoyuki, Miki, Mitsunori, Yokouchi, Hisatake, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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195. Use of Local Ranking in Cellular Genetic Algorithms with Two Neighborhood Structures

Author

Ishibuchi, Hisao, Tsukamoto, Noritaka, Nojima, Yusuke, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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196. Discussion of Search Strategy for Multi-objective Genetic Algorithm with Consideration of Accuracy and Broadness of Pareto Optimal Solutions

Author

Hiroyasu, Tomoyuki, Nishioka, Masashi, Miki, Mitsunori, Yokouchi, Hisatake, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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197. Genetic Algorithm Based Methods for Identification of Health Risk Factors Aimed at Preventing Metabolic Syndrome

Author

Paul, Topon Kumar, Ueno, Ken, Iwata, Koichiro, Hayashi, Toshio, Honda, Nobuyoshi, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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198. Non-photorealistic Rendering Using Genetic Programming

Author

Barile, Perry, Ciesielski, Vic, Trist, Karen, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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199. Information Theoretic Classification of Problems for Metaheuristics

Author

Steer, Kent C. B., Wirth, Andrew, Halgamuge, Saman K., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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200. Reference Point-Based Particle Swarm Optimization Using a Steady-State Approach

Author

Allmendinger, Richard, Li, Xiaodong, Branke, Jürgen, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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