Handbook of bioinspired algorithms and applications

MODELS AND PARADIGMS Evolutionary Algorithms E. Alba and C. Cotta An Overview of Neural Networks Models J. Taheri and A.Y. Zomaya Ant Colony Optimization M. Guntsch and J. Branke Swarm Intelligence M. Belal, J. Gaber, H. El-Sayed, and A. Almojel Parallel Genetic Programming: Methodology, History, and Application to Real-Life Problems F. Fernandez de Vega Parallel Cellular Algorithms and Programs D. Talia Decentralized Cellular Evolutionary Algorithms E. Alba, B. Dorronsoro, M. Giacobino, and M. Tomassini Optimization via Gene Expression Algorithms F. Burkowski Dynamic Updating DNA Computing Algorithms Z.F. Qiu and M. Lu A Unified View on Metaheuristics and Their Hybridization J. Branke, M. Stein, and H. Schmeck The Foundations of Autonomic Computing S. Hariri, B. Khargaria, M. Parashar, and Z. Li APPLICATION DOMAINS Setting Parameter Values for Parallel Genetic Algorithms: Scheduling Tasks on a Cluster M. Moore Genetic Algorithms for Scheduling in Grid Computing Environments: A Case Study K. Crnomarkovic and A.Y. Zomaya Minimization of SADMs in Unidirectional SONET/WDM Rings Using Genetic Algorithms A. Mukhopadhyay, U. Biswas, M.K. Naskar, U. Maulik, and S. Bandyopadhyay, Solving Optimization Problems in Wireless Networks Using Genetic Algorithms S.K. Das, N. Banerjee, and A. Roy Medical Imaging and Diagnosis Using Genetic Algorithms U. Maulik, S. Bandyopadhyay, S.K. Das Scheduling and Rescheduling with Use of Cellular Automata F. Seredynski, A. Swiecicka, and A.Y. Zomaya Cellular Automata, PDEs, and Pattern Formation X-S. Yang, Y. Young Ant Colonies and the Mesh-Partitioning Problem B. Robic, P. Korosec, and J. Silc Simulating the Strategic Adaptation of Organizations Using OrgSwarm A. Brabazon, A. Silva, E. Costa, T. Ferra de Sousa, and M. O'Neill BeeHive: New Ideas for Developing Routing Algorithms Inspired by Honey Bee Behavior H.F. Wedde and M. Farooq Swarming Agents for Decentralized Clustering in Spatial Data G. Folino, A. Forestiero, and G. Spezzano Biological Inspired Based Intrusion Detection Models for Mobile Telecommunication Systems A. Boukerche, K.R.L. Juca, J.B.M. Sobral, and M.S.M.A. Notare Synthesis of Multiple-Valued Circuits by Neural Networks A. Ngom and I. Stojmenovic On the Computing Capacity of Multiple-Valued Multiple-Threshold Perceptrons A. Ngom, I. Stojmenovic, and J. Zunic Advanced Evolutionary Algorithms for Training Neural Networks E. Alba, J.F. Chicano, F. Luna, G. Luque, and A.J. Nebro Bio-Inspired Data Mining T. Sousa, A. Silva, A. Neves, and E. Costa A Hybrid Evolutionary Algorithm for Knowledge Discovery in Microarray Experiments L. Jourdan, M. Khabzaoui, C. Dhaenens, and E-G. Talbi An Evolutionary Approach to Problems in Electrical Engineering Design G. Papa, J. Silc, and B. Korousic-Seljak Solving the Partitioning Problem in Distributed Virtual Environment Systems Using Evolutive Algorithms P. Morillo, M. Fernandez, and J.M. Orduna Population Learning Algorithm and Its Applications P. Jedrzejowicz Biology-Derived Algorithms in Engineering Optimization X-S. Yang Biomimetic Models for Wireless Sensor Networks K.H. Jones, K.N. Lodding, S. Olariu, A. Wadaa, L. Wilson, and M. Eltoweissy A Cooperative Parallel Metaheuristic Applied to the Graph Coloring Problem B. Weinberg and E-G. Talbi Frameworks for the Design of Reusable Parallel and Distributed Metaheuristics N. melba, E-G. Talbi, and S. Cahon Parallel Hybrid Multiobjective Metaheuristics on P2P Systems N. Melab, E-G. Talbi, M. Mezmaz, and B. Wei INDEX