Titlebook: Evolvable Systems: From Biology to Hardware; 5th International Co AAndy M. Tyrrell,Pauline C. Haddow,Jim Torresen Conference proceedings 20

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集合

Using Negative Correlation to Evolve Fault-Tolerant Circuitsess, the circuits evolve towards different, highly fault-tolerant circuits. The measure also proves very useful for fitness sharing purposes. We have evolved a number of circuits for a simple 2x3 multiplier problem, and use these to demonstrate the performance under different simulated fault models.

Musculoskeletal

Repatriate

Developmental Models for Emergent Computationrphogenesis, and growth. A specific developmental approach to the NP-Complete problem, vertex cover (VC), is discussed, as well as a general model of developmental computation based on a multicellular extension of PUSH [.], a new stack-based language designed specifically for evolutionary computation.

disciplined

Developmental Effects on Tuneable Fitness Landscapestical properties of the landscapes are analysed, and the performance of a standard GA on the different landscapes is compared. The analysis is aimed at identifying the influence of the properties by which the landscapes differ. The results and their implications for the design of computational development models are discussed.

矛盾

POEtic Tissue: An Integrated Architecture for Bio-inspired Hardwareeconfigurable POEtic Tissue”. The goal of the project is the development of a hardware platform capable of implementing systems inspired by all the three major axes (phylogenesis, ontogenesis, and epigenesis) of bio-inspiration, in digital hardware.

SMART

A Morphogenetic Evolutionary System: Phylogenesis of the POEtic Circuitural networks, with experiments of pattern recognition and obstacle avoidance with robots. Experimental results show that the morphogenetic system outperforms a direct genetic coding in several experiments.

暫停,間歇

Evolvable Fuzzy System for ATM Cell Scheduling. With evolvable fuzzy system (EFS), the system undergoes transformation in response to changes in the cell patterns in order to maintain operational efficiency. We envisage that such a system is potentially useful for demanding real-time dynamic control applications.

EVEN

支形吊燈