Handbook of Bioinspired Algorithms and Applications (Hardcover)

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. Koro?ec, and J. ?ilc
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. ?unic
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. ?ilc, and B. Korou?ic-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