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Natural selection in relation to complexity
1City University of New York, NY, USA. ssalthe@binghamton.edu
Artificial Life
|July 18, 2008
Summary
Natural selection struggles to explain the evolution of complex traits and functions. Current theories cannot fully account for increases in structural complexity in natural systems.
Area of Science:
- Evolutionary biology
- Systems theory
- Theoretical biology
Background:
- Dissipative structures present challenges in understanding natural systems.
- Current neo-Darwinian theory faces limitations in explaining the evolution of complex traits and functions.
- Genetic algorithms exemplify the mechanistic concept of natural selection.
Purpose of the Study:
- To evaluate the capacity of natural selection theory to explain increases in structural complexity.
- To address the limitations of current evolutionary models in accounting for multi-trait evolution.
- To explore alternative perspectives on selection's role in early life history stages.
Main Methods:
- Conceptual analysis of natural selection theory.
- Comparison with genetic algorithms and soft selection models.
- Examination of evolutionary mechanisms for complex systems.
Main Results:
- Neo-Darwinian theory cannot account for trait evolution when multiple functions are subject to independent fitness.
- Soft selection models complex systems but not the evolution of specific traits.
- Selection is likely a weak force in early generative stages, preserving generativity.
Conclusions:
- Natural selection theory alone is insufficient to explain the evolution of structural complexity.
- A revised understanding of evolutionary mechanisms is needed for complex systems.
- Generativity in early life histories is preserved by weak selective pressures.
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