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Goals as Emergent Autopoietic Processes.
Tomas Veloz1,2,3
1Centre Leo Apostel for Interdisciplinary Studies, Vrije Universiteit Brussel, Brussels, Belgium.
Goals emerge through self-organization, not pre-existing optimization. This study models goals as emergent autopoietic structures, offering a new framework for understanding system becoming and goal evolution.
Area of Science:
- Systems Biology
- Theoretical Biology
- Philosophy of Science
Background:
- Goal-directed phenomena are typically framed as optimization problems.
- However, the 'becoming' of goals suggests a self-organization and emergence process.
- Existing definitions of emergence often require a pre-existing system, inadequate for emergent goals.
Purpose of the Study:
- To propose a modeling framework for emergent goals.
- To represent goals as emergent autopoietic structures.
- To formalize the 'becoming' of goals within systems.
Main Methods:
- Reviewing formal definitions of emergence.
- Applying Chemical Organization Theory (COT) to model autopoietic structures.
- Analyzing changes in reaction network organizational structures.
Main Results:
- Identified limitations in current emergence definitions for goal formalization.
- Demonstrated COT's applicability to formalize autopoietic structures and emergent goals.
- Showed that emergence taxonomies can be derived from organizational structure changes.
Conclusions:
- Goals can be modeled as emergent autopoietic structures.
- Chemical Organization Theory provides a framework for operationalizing emergent goals.
- This approach offers a novel perspective on system evolution and goal formation.
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