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Outline

Emergence, Explanation and Complexity

2011

Abstract

The rise of the interdisciplinary scientific study of complex phenomena, from anthills to brains to global climate, raises many interesting philosophical questions. What is it for a phenomenon to be complex? Are there methodological approaches that are distinctive to complexity science? This course will provide an overview of these issues, with a focus on two topics in particular. The first topic is emergence, which has been an important yet elusive concept in the debate over reductionism in both philosophy of science and philosophy of mind. We will explore potential links between emergence and complexity, and whether insights from complexity science can help sharpen the concept of emergence.

Aarhus Summer University EMERGENCE, EXPLANATION AND COMPLEXITY Course Code: 31042 Dates: 1st – 26th August 2011 10 ECTS Lecturer: Alan Baker Dept. of Philosophy, Swarthmore College [email protected] Outline The rise of the interdisciplinary scientific study of complex phenomena, from anthills to brains to global climate, raises many interesting philosophical questions. What is it for a phenomenon to be complex? Are there methodological approaches that are distinctive to complexity science? This course will provide an overview of these issues, with a focus on two topics in particular. The first topic is emergence, which has been an important yet elusive concept in the debate over reductionism in both philosophy of science and philosophy of mind. We will explore potential links between emergence and complexity, and whether insights from complexity science can help sharpen the concept of emergence. The second topic is explanation. We will examine the leading philosophical accounts of scientific explanation and assess the extent to which they capture the way explanation works for complex phenomena. We will also look at the relation between explanation and prediction for complex systems, and how explanation functions against the background of the widespread use of simulations in complexity science. Set Text There is one set text for the course, and students should plan to read as much of this as possible before arrival in Aarhus: Emergence: Contemporary Readings in Philosophy and Science, ed. M. Bedau & P. Humphries, MIT Press, 2008 Electronic Resources / Readings All of the core readings, and most of the further readings, will be available electronically through the Aula site for this course. Emergence, Explanation and Complexity 1 Aarhus Summer University Course Schedule Week 1 Monday, 1st August 9 – 12:30 Introduction Emergence Tuesday, 2nd August 16 – 18 discussion forum Wednesday, 3rd August 9 – 12:30 Explanation Thursday, 4th August 16 – 18 discussion forum Friday, 5th August 9 – 12:30 Complexity Monday, 8th August 9 – 12:30 Emergence: Parts and Wholes Tuesday, 9th August 16 – 18 discussion forum Wednesday, 10th August 9 – 12:30 Emergence: Levels and Explanation Thursday, 11th August 16 – 18 discussion forum Friday, 12th August 9 – 12:30 Weak Emergence and Simulation Monday, 15th August 9 – 12:30 Emergence and Complex Systems Tuesday, 16th August 16 – 18 discussion forum Wednesday, 17th August 9 – 12:30 Explanation in Complex Systems Thursday, 18th August 14:45 – 19 Workshop: Philosophy of Systems Biology Friday, 19th August 9 – 12:30 Complex Networks 14:45 – 19 Workshop: Philosophy of Systems Biology 9 – 13:15 Workshop: Philosophy of Systems Biology Week 2 Week 3 Saturday 20th August Emergence, Explanation and Complexity 2 Aarhus Summer University Week 4 Monday, 22nd August 9 – 12:30 student presentations (I) Tuesday, 23rd August 9 – 12:30 student presentations (II) Wednesday, 24th August 9 – 12:30 discussion of final papers Assessment 1. Seminar Papers; At least three papers covering selected seminar topics. A schedule for each student will be worked out during Week 1. Length of seminar papers should not normally exceed 1500 words. Seminar papers should be posted electronically on the Aula course site by 22:00 on the day before the relevant seminar. 2. Final Project: One final project, maximum length 5000 words, on a topic that must be approved in advance by the instructor. The deadline for having project topics approved is Saturday 20th August. 3. Class Participation: Active participation is expected in class discussion. Core Readings Week 1 Monday, 1st August Emergence Stephan, A. (1999) ‘Varieties of Emergentism,’ Evolution and Cognition, 5, 49-59 Chalmers, D. (2006) ‘Strong and Weak Emergence,’ in The Re-Emergence of Emergence, ed. P. Clayton & P. Davis, Oxford University Press, 244 – 254. Wednesday, 3rd August Explanation Bird, A. (1998) ‘Explanation,’ Chapter 2 in Philosophy of Science. Woodward, J. (2003) ‘Scientific Explanation,’ Stanford Encyclopedia of Philosophy, [OL at http://plato.stanford.edu/entries/scientific-explanation/ ] Friday, 5th August Complexity Rescher, N. (1998) ‘The Ways of Complexity,’ Chapter 1 in Complexity: a Philosophical Overview. Wimsatt, W. (2007) ‘Complexity and Organization,’ Chapters 9 in Re-Engineering Philosophy for Limited Beings, Harvard University Press. Emergence, Explanation and Complexity 3 Aarhus Summer University Week 2 Monday, 8th August Emergence: Parts and Wholes Ryan, A. (2007) ‘Emergence is Coupled to Scope, not Level,’ Complexity, 13, 67 – 77. Morrison, M. (2006) ‘Emergence, Reduction, and Theoretical Principles: Rethinking Fundamentalism, Philosophy of Science, 73, 876 – 887. Wednesday, 10th August Emergence: Levels and Explanation Rueger, A. (2000) ‘Physical Emergence, Diachronic and Synchronic,’ Synthese, 124, 297 – 322. Wimsatt, W. (2007) ‘Levels of Organization,’ and ‘Explanatory Costs and Benefits,’ 201 – 213, 258 – 269 in Re-Engineering Philosophy for Limited Beings. Friday, 12th August Weak Emergence and Simulation Bedau, M. (1997) ‘Weak Emergence,’ in Philosophical Perspectives, 11, Mind, Causation and the World, 375 – 399. Winsberg, E. (2009) ‘Computer Simulation and the Philosophy of Science,’ Philosophy Compass, 4/5, 835 – 845. Week 3 Monday, 15th August Emergence and Complex Systems Christen, M. & Franklin, L. (2002) ‘The Concept of Emergence in Complexity Science,’ Proceedings of the SFI Complex Systems Summer School 2002. Dennett, D. (1991) ‘Real Patterns,’ Journal of Philosophy, 88, 27 – 51. [and reprinted in ed. Bedau & Humphries] Wednesday, 17th August Explanation in Complex Systems Bechtel, W. & Abrahamsen, A. (2005) ‘Explanation: a Mechanist Alternative,’ Studies in the History and Philosophy of Biology, 36, 421 – 441. Krakauer, D. (2007) ‘The Quest for Patterns in Meta-History,’ Santa Fe Bulletin, Winter 2007, 32 – 39. Friday, 19th August Complex Networks Butts, C. (2009) ‘Revisiting the Foundations of Network Analysis,’ Science, 325, 414 – 416. Kemp, C, & Tenenbaum, J. (2008) ‘The Discovery of Structural Form,’ Proceedings of the National Academy of Science, 105, 10687 – 10692. Emergence, Explanation and Complexity 4
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