By Hendrik Richter (auth.), Hendrik Richter, Andries Engelbrecht (eds.)
ISBN-10: 3642418872
ISBN-13: 9783642418877
ISBN-10: 3642418880
ISBN-13: 9783642418884
This ebook is worried with fresh advances in health landscapes. the idea that of health landscapes originates from theoretical biology and refers to a framework for analysing and visualizing the relationships among genotypes, phenotypes and health. those relationships lay on the centre of makes an attempt to mathematically describe evolutionary procedures and evolutionary dynamics.
The booklet addresses contemporary advances within the knowing of health landscapes in evolutionary biology and evolutionary computation. within the quantity, specialists within the box of health landscapes current those findings in an built-in technique to make it obtainable to a few audiences: senior undergraduate and graduate scholars in computing device technological know-how, theoretical biology, physics, utilized arithmetic and engineering, but additionally researcher trying to find a reference or/and access aspect into utilizing health landscapes for analysing algorithms. additionally practitioners eager to hire health panorama options for comparing bio- and nature-inspired computing algorithms can locate worthy fabric within the ebook. For educating proposes, the ebook may be used as a reference handbook.
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Extra info for Recent Advances in the Theory and Application of Fitness Landscapes
Example text
3 Simulation Results . . . . . . . . . . . . . . . . 9 Summary and Conclusions . . . . . . . . . . . . . . . . References . . . . . . . . . . . . . . . . . . . . . . . . . . Local Optima Networks: A New Model of Combinatorial Fitness Landscapes . . . . . . . . . . . . . . . . . 1 Introduction . . . . . . . . . . . . . . . . . . . . . . . 2 The Science of Complex Networks . . . . . .
12 Discussion . . . . . . . . . . . . . . . . . . . . . . . References . . . . . . . . . . . . . . . . . . . . . . . . . . 8 9 Estimating the Degree of Neutrality and Ruggedness of Fitness Landscapes . . . . . . . . . . . . . . . . . 1 Concept of Fitness Landscapes . . . . . . . . . . . . . . . 2 Featuring Fitness Landscapes . . . . . . . . . . . . . . . 3 Measuring Neutrality of Fitness Landscapes .
1 SetPSO . . . . . . . . . . . . . . . . . . . . . 2 HelixPSO . . . . . . . . . . . . . . . . . . . . 4 Fitness Landscape Induced by PSO Algorithms . . . . . . . . 5 Visual Analysis Method: dPSO-Vis . . . . . . . . . . . . . 1 Topology of Discrete Fitness Landscapes . . . . . . . 2 Visualizing the Topology Using a Landscape Metaphor . . . . . . . . . . . . . . . . . . . . 3 Visualizing the Swarm Movement within the Landscape .
Recent Advances in the Theory and Application of Fitness Landscapes by Hendrik Richter (auth.), Hendrik Richter, Andries Engelbrecht (eds.)
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