Membrane Computing Models: Implementations

Membrane Computing Models: Implementations

Konur, Savas; Hinze, Thomas; Verlan, Sergey; Perez-Jimenez, Mario J.; Zhang, Gexiang; Riscos-Nunez, Agustin; Gheorghe, Marian

Springer Verlag, Singapore

07/2021

279

Dura

Inglês

9789811615658

15 a 20 dias

678

Descrição não disponível.
Chapter 1 Introduction



1.1 General introduction of P systems implementation



1.2 Challenging problems of P systems implementation



1.3 Review of software implementations



1.4 Review of hardware implementations



1.5 Other implementation platforms







Chapter 2 P systems Implementation on P-Lingua framework



2.1 Overview



2.2 P-Lingua language for P systems variants



2.3 Simulation algorithms



2.4 MeCoSim







Chapter 3 Software implementation for P systems



3.1 Automatic design of cell-like P systems with P-Lingua



3.2 Automatic design of spiking neural P systems with P-Lingua



3.3 Modelling real ecosystems with MeCoSim



3.4 Robot motion planning







Chapter 4 Infobiotics Workbench - In Silico Software Suite for Computational Biology



4.1 Introduction



4.2 Stochastic P Systems



4.3 Software Description



4.3.1 Modelling



4.3.2 Simulation



4.3.3 Verification



4.3.4 Parameter Optimization



4.4 Case Studies



4.5 Next Generation Infobiotics



4.5.1 Prediction-based stochastic simulations



4.5.2 High-performance simulation and verification



4.5.3 Biocompilation



4.6 Conclusions and discussions







Chapter 5 Molecular Physics and Chemistry in Membranes: The Java Environment for Nature-inspired Approaches (JENA)



5.1 Motivation and Introduction



5.2 JENA at a Glance



5.3 JENA Descriptive Capacity



5.4 JENA Source Code Design



5.5 Selection of JENA Case Studies







Chapter 6 P systems Implementation on CUDA



6.1 Overview



6.2 Specific simulations



6.3 Generic simulations



6.4 Adaptative simulations







Chapter 7 P systems Implementation on FPGA



7.1 Introduction



7.2 FPGA Hardware



7.3 Generalized Numerical P systems (GNPS)



7.4 Implementing GNPS on FPGA



7.5 FPGA implementations of other models of P systems



7.6 Discussion







Chapter 8 Hardware implementations and applications



8.1 Knapsack problems with CUDA implementation



8.2 Robot membrane controllers with FPGA implementation



8.3 Robot path planning with FPGA implementation



8.4 Image processing with FPGA implementation



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Membrane computing;P system;P-Lingua;MeCoSim;CUDA;FPGA;robots;ecosystem modelling;Infobiotics, bioinformatics