THE WORLD IS COMPLEX:  HOW TO DISTINGUISH COMPLEXITY FROM COMPLICATION

THE WORLD IS COMPLEX:  HOW TO DISTINGUISH

COMPLEXITY FROM COMPLICATION

D. C. MikuleckyProfessor Emeritus and Senior Fellow Center for the Study of Biological ComplexityVirginia Commonwealth University

WHAT I HOPE TO ACCOMPLISH

PROVIDE A UNIQUE, WORKABLE CONCEPT OF COMPLEXITY MAKE A CLEAR DISTICTION BETWEEN THE REAL WORLD

AND THOSE FORMAL THINGS WE DO TO TRY TO MODEL IT SHOW HOW THE FORMAL DESCRIPTION OF THE REAL

WORLD REDUCES IT TO SIMPLE MECHANISMS EXPLAIN THE DIFFICULTY INHERENT IN THIS EPISTEMOLOGY SHOW THAT THIS DEFINITION CAN BE IGNORED, BUT NOT

WITHOUT SIGNIFICANT LOSS OF KNOWLEDGE

CAN WE DEFINE COMPLEXITY?

Complexity is the property of a real world system that is manifest in the inability of any one formalism being adequate to capture all its properties. It requires that we find distinctly different ways of interacting with systems. Distinctly different in

the sense that when we make successful models, the formal systems needed to describe each distinct aspect are NOT

derivable from each other

COMPLEXITY VS COMPLICATION

Von NEUMAN THOUGHT THAT A CRITICAL LEVEL OF “SYSTEM SIZE” WOULD “TRIGGER” THE ONSET OF “COMPLEXITY” (REALLY COMPLICATION)

COMPLEXITY IS MORE A FUNCTION OF SYSTEM QUALITIES RATHER THAN SIZE

COMPLEXITY RESULTS FROM BIFURCATIONS -NOT IN THE DYNAMICS, BUT IN THE DESCRIPTION!

THUS COMPLEX SYSTEMS REQUIRE THAT THEY BE ENCODED INTO MORE THAN ONE FORMAL SYSTEM IN ORDER TO BE MORE COMPLETELY UNDERSTOOD

NATURAL VS FORMAL SYSTEMS

THE REAL WORLD IS COMPLEX WE HAVE TREATED IT FORMALLY AS IF IT

WERE SIMPLE THE RESULT IS THE “DISCOVERY” OF

COMPLEXITY, EMERGENCE,ETC. THE IDEA IS BEST SEEN USING THE

MODELING RELATION

THE MODELING RELATION: THE ESSENCE OF SCIENCE

ALLOWS US TO ASSIGN MEANING TO THE WORLD AROUND US

A “MODEL” OF OUR THINKING PROCESS CAUSALITY IN THE NATURAL SYSTEM IS DEALT

WITH THROUGH IMPLICATION IN A FORMAL SYSTEM

THERE IS AN ENCODING OF THE NATURAL SYSTEM INTO THE FORMAL SYSTEM AND A DECODING BACK

WHEN IT ALL HANGS TOGETHER WE HAVE A MODEL

THE MODELING RELATION: A MODEL OF HOW WE MAKE MODELS

NATURAL SYSTEM

FORMAL SYSTEM

NATURAL SYSTEM

FORMAL SYSTEM

ENCODING

DECODING

CAUSALEVENT

IMPLICATION

WE HAVE A USEFUL MODEL WHEN

ARE SATISFACTORY WAYS OF “UNDERSTANDING”THE CHANGE IN THE WORLD “OUT THERE”

THE MODELING RELATION: A MODEL OF HOW WE MAKE MODELS

NATURAL SYSTEM

FORMAL SYSTEM

NATURAL SYSTEM

FORMAL SYSTEM

ENCODING

DECODING

CAUSALEVENT

MANIPULATION

WHAT “TRADITIONAL SCIENCE” DID TO THE MODELING RELATION

NATURAL SYSTEM

FORMAL SYSTEM

NATURAL SYSTEM

FORMAL SYSTEM

CAUSALEVENT

MANIPULATION

WHAT “TRADITIONAL SCIENCE” DID TO THE MODELING RELATION

NATURAL SYSTEMFORMAL SYSTEM

NATURAL SYSTEM

FORMAL SYSTEM

MANIPULATION

SCIENCE REDUCED THE WORLD TO SIMPLE MECHANISMS THE USUAL SCIENTIFIC PICTURE OF

REALITY IS A MECHANISM DEFICIENT IN CAUSAL RELATIONS FRAGMENTABLE TO ATOMS AND

MOLECULES NOT “GENERIC” BUT TREATED AS IF

THEY WERE

COMPLEXITY REQUIRES A CIRCLE OF IDEAS AND METHODS

THAT DEPART RADICALLY FROM THOSE TAKEN AS AXIOMATIC FOR THE PAST 300 YEARS

OUR CURRENT SYSTEMS THEORY, INCLUDING ALL THAT IS TAKEN FROM PHYSICS OR PHYSICAL SCIENCE, DEALS EXCLUSIVELY WITH SIMPLE SYSTEMS OR MECHANISMS

COMPLEX AND SIMPLE SYSTEMS ARE DISJOINT CATEGORIES

COMPLEX SYSTEMS VS SIMPLE MECHANISMS COMPLEX NO LARGEST MODEL WHOLE MORE THAN SUM

OF PARTS CAUSAL RELATIONS RICH

AND INTERTWINED GENERIC ANALYTIC SYNTHETIC NON-FRAGMENTABLE NON-COMPUTABLE REAL WORLD

SIMPLE LARGEST MODEL WHOLE IS SUM OF PARTS

CAUSAL RELATIONS DISTINCT

N0N-GENERIC ANALYTIC = SYNTHETIC FRAGMENTABLE COMPUTABLE FORMAL SYSTEM

WHY IS ORGANIZATION SPECIAL? BEYOND MERE ATOMS AND MOLECULES

IS THE WHOLE MORE THAN THE SUM OF ITS PARTS?

IF IT IS THERE IS SOMETHING THAT IS LOST WHEN WE BREAK IT DOWN TO ATOMS AND MOLECULES

THAT “SOMETHING” MUST EXIST

WHAT IS ORGANIZATION?

DICTIONARY DEFINITION:

NOUN:

1. THE ACT OR PROCESS OF BEING ORGANIZED

2.THE CONDITION OR MANNER OF BEING ORGANIZED

(ALSO ASSOCIATION OR SOCIETY AND ITS PERSONNEL)

TO ORGANIZE

DICTIONARY DEFINITION:

VERB:

1. TO CAUSE OR DEVELOP AN ORGANIC STRUCTURE

2. TO ARRANGE OR FORM INTO A COHERENT UNITYOR FUNCTIONING WHOLE, TO INTEGRATE

3. TO ARRANGE ELEMENTS INTO A WHOLE OF INTERDEPENDENT PARTS

NOUN OR VERB OR ADJECTIVE?

AN ORGANIZED DESK AN ORGANIZED CORPORATION AN ORGANIZED AUTOMOBILE AN ORGANIZED FROG AN ORGANIZED ECOSYSTEM

WHAT MAKES BIOLOGICAL ORGANIZATION UNIQUE?

SELF-REFERENCE CONTINGENCY PARALLEL DISTRIBUTION MAPPINGS ARE MANY TO MANY RATHER

THAN ONE TO ONE CAUSALITY IS INTERTWINED CATABOLISM AND ANABOLISM ARE

BOTH IMPORTANT MECHANISMS ARE SPECIAL

EVEN IN THE WORLD OF MECHANISMS THERE ARETHE SEEDS OF COMPLEXITY THEORY

THERMODYNAMIC REASONING OPEN SYSTEMS THERMODYNAMICS NETWORK THERMODYNAMICS

THE NATURE OF THERMODYNAMIC REASONING

THERMODYNAMICS IS ABOUT THOSE PROPERTIES OF SYSTEMS WHICH ARE TRUE INDEPENDENT OF MECHANISM

THEREFORE WE CAN NOT LEARN TO DISTINGUISH MECHANISMS BY THERMODYNAMIC REASONING

WHAT HAVE WE LEARNED?

FORMALISMS HAVE LIMITS (GÖDEL) THEREFORE ONE FORMALISM IS NOT

ENOUGH MECHANISTIC FORMALISMS ARE

INADEQUATE FOR CERTAIN PROPERTIES, IN PARTICULAR CHANGES IN ORGANIZATION

THE RELATIONAL APPROACH TO A COMPLEX REALITY

FOCUS ON THE ORGANIZATION DEVELOP A SET OF FUNCTIONAL

COMPONENTS WHICH CAPTURE THAT ORGANIZATION

UTILIZE THE CAUSAL RELATIONS RESULTING FROM ANSWERING “WHY?”

FUNCTIONAL COMPONENTS MUST POSSESS ENOUGH IDENTITY TO BE

CONSIDERED A “THING” MUST BE ABLE TO ACQUIRE PROPERTIES

FROM LARGER SYSTEMS TO WHICH IT MAY BELONG

ITS FORMAL IMAGE IS A MAPPING f: A -----> B

THIS INTRODUCES A NEW KIND OF “DYNAMICS” : RELATIONAL

THE RELATIONAL DEFINITION OF INFORMATION SCIENCE HAS ASKED “HOW?” AND AS A RESULT HAD A

MECHANISTIC DEFINITION OF INFORMATION THIS HAS INHERENT PROBLEMS SINCE IT CAN NOT DEAL

WITH SEMANTICS AND SELF-REFERENCE WE ASK “WHY?” AND ARE IMMEDIATELY FORCED TO DEAL

WITH CAUSAL ENTAILMENT THE RESULT IS PROFOUND IN THAT WE NOW DEAL WITH

THE ESSENCE OF THAT “SOMETHING” THAT MAKES THE WHOLE MORE THAN THE SUM OF ITS PARTS-THE MISSING LINK IN REDUCTIONISM

WE NOW ARE FORCED TO DEAL WITH CLOSED LOOPS OF CAUSALITY AND OTHER IMPREDICATIVITIES (SORRY RUSSEL)

THE FOUR BECAUSES: WHY A HOUSE?

MATERIAL: THE STUFF IT’S MADE OF EFFICIENT: IT NEEDED A BUILDER FORMAL: THERE WAS A BLUEPRINT FINAL: IT HAS A PURPOSE

METABOLISM/REPAIR SYSTEMS

BASED ON INPUT/OUTPUT REPRESENTATIONS OF SYSTEMS

MORE ABSTRACT ALLOW CAUSALITY TO BE REPRESENTED LEAD TO NEW INFORMATION ARE BASED ON RECOGNITION THAT

BUILDING UP AND TEARING DOWN ARE PART OF THE LIFE PROCESS

THE RELATIONAL REPRESENTATION

INVOLVES MAPPINGS METABOLISM IS f: A B A REPRESENTS METABOLITES WHICH

CAN ALSO EXCHANGE WITH THE ENVIRONMENT

B REPRESENTS THE RESULTS OF METABOLISM

f IS A MAPPING FROM A TO B

THE CAUSAL RELATIONSHIPS

A IS THE MATERIAL CAUSE OF B (DOTTED ARROW)

f IS THE EFFICIENT CAUSE OF B OTHER COMPONENTS FOR REPAIR

AND REPLICATION COME IN BECAUSE THESE COMPONENTS HAVE A FINITE LIFETIME: CATABOLISM AND ANABOLISM OR “TURNOVER”

f

A B

ROSEN’S RELATIONAL MODEL OF THE ORGANISM

ORGANISMS ARE COMPLEX SYSTEMS

ARE CLOSED TO EFFICIENT CAUSE

ARE AUTOPOIETIC UNITIES

THE NEW VITALISM LIVING SYSTEMS POSESS A TYPE OF

ORGANIZATION WHICH NON-LIVING SYSTEMS DO NOT

THIS BIOLOGICAL ORGANIZATION WILL ALWAYS DEFY FORMALIZATION-IT HAS NON-COMPUTABLE COMPONENTS