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Volume 07 of W. Ross Ashby's Journal
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1943
Volume 07
1446+03 1446+04
1446+05 1446+06
Summary: Outline for a book.
1) Introduction
2) Theory of dynamic systems
3) Equilibrium
4) Change of organisation
5) Breaks (up to the theorem on layers)
6) Further developments.

1447 1448
1449 1450
1451 1452
1453 1454
1455 1456
1457 1458
1459 1460
Summary: Complete systems containing complete systems etc, is the same as a chain of dominances.
1461 1462
Summary: Of the methods available for solving my differential equations, some apply generally, and some only to complete systems.
1463 1464
Summary: It is believed that the theorems relating zeros in [f] and [F] to each other is still valid if the system is not complete.
1465 1466
Summary: It is proved that, if they are complete systems, then if A dominates B and B C, then A dominates C.
Summary: It seems best to define whether one variable "affects" another as whether Fi contains (or not) xoi
1467 1468
Hour glass system example
Summary: A simple practical example of the "hour-glass" type of organisation.
Higher geometry of fields and matrix theory [5]: If some variables in a complete system are unobservable, a path fixed by n t,x combinations can be accertained empirically, by using substitute variables, 1413, numerical example 1470.
1469 1470
1471 1472
Summary: An actual numerical example showing that a path can be fixed by using later values of a few observable variables.
1473 1474
Summary: Orders of velocity make complete systems.
Summary: The shift is calculated, of a neutral point as a result of small changes in parameters.
Equilibrium shift by parameter
Parameter changes of state of equilibrium
1475 1476
Summary: How to use my theoretical discovery for practical purposes. "Organisers, Ltd". "You want the best organisation, we have them."
Society [11]: Application by using a (breaking) machine to discover an organisation with required properties, e.g. economic, 1477.
Hyohippus
Natural Selection [26]: "Adaptation" is an arbitary problem, the time one being "what happens?" (Hypohippus) 1478. Another example (overgrowth of fighting males) 1722.
1477 1478
Summary: The idea of "adaptation" is one which we bring to the data: it does not exist in the facts themselves. Any attempt to treat it as a reality leads to self-contradiction. It is analogous to "magnifying". 4930
1479 1480
1481 1482
1483 1484
1485 1486
1487 1488
1489 1490
1491 1492
Summary: A superb theorem, much more general than that of 1113, and much more precise. It includes the other theorem as a sub-case.
1493 1494
1495 1496
Summary: A test, and example, for stability or instability of a neutral cycle.
Summary: Reasons for changing the form of the index.
1497 1498
1499 1500
1501 1502
Summary: In a complete system variables may be changed for derivatives and the system is still complete. In this way reference to particular variables may be avoided without spoiling the completeness.
Summary: "Step-function" is an official word in general use.
1503 1504
Summary: The theorem of 1493 is unaltered by any change of variables. The essential equilibrium facts of a field are unaltered by change of variables. (Further tested 1512)
1505 1506
1507 1508
1509 1510
Summary: The equations of a dynamic system with layers of break surfaces given in completely continuous form, suitable for general analytic studies.
Summary: 1506 is confirmed, that a change of variables does not generally affect the applicability of the theorem of 1493.
1511 1512
1513 1514
Summary: Variables cannot be exchanged for derivatives when the conditions of 1493 are to hold.
Summary: The substitution of derivatives for variables is apt to lead to troubles due to multiple values, and must be used with caution.
1515 1516
1517 1518
Summary: In the hour-glass type of organisation substitute variables will be set up, as required by the theorem of 1493. They are found to be just a different way of looking at the variables!
1519 1520
Summary: The theorem of 1493 is easily extendible to the case where there are a number of parameters altering arbitrarily from time to time. In this case we get a set of organisations as limit.
1521 1522
Summary: James stating that a machine cannot vary its behaviour.
1523 1524
Summary: Levy supports my view that knowledge of a real dynamic system is purely empirical.
Summary: Notes from Bradley's book.
Summary: The problem of the "distributor" solved, in essence.
1525 1526
1527 1528
Summary: A few notes on the important question of exposition.
1529 1530
Summary: The presence of "velocity" or "inertia" effects in an artificial nervous system merely means that the "environment" is rather more complicated than it would appear to be.
Summary: Some details about getting a system of my type started.
1531 1532
Natural Selection [7]: Similarity of my theory and natural selection, 1533, 1535.
1533 1534
Summary: Fisher's book.
Natural Selection [7]: Similarity of my theory and natural selection, 1533, 1535.
Natural Selection [28]: Selective operators 1536. Five discovered by me, 1944.
1535 1536
Summary: A first attempt at a theory of selective operators.
1537 1538
1944
Summary: An "instant" system is defined. A non-instant system must be part of an instant and complete system, and can be made instant by adding differences, or derivatives as extra variables. (Better proof, 2031)
1539 1540
Summary: Two notes on exposition.
Organisation types of organisation
1541 1542
1543 1544
1545 1546
Summary: The elementary ideas on systems and their behaviour is thoroughly tidied up and clarified.
1547 1548
1549 1550
1551 1552
Summary: The properties of non-complete systems are described.
Summary: An attempt to find the effect on the field of permanent zeros in the first Jacobian matrix.
1553 1554
Summary: Two problems for the future are noted.
1555 1556
1557 1558
1559 1560
Summary: A very precise statement of my basic theorems. (but see 1564)
Summary: A proof that finite continuous groups have differential equations not containing t explicitly.
1561 1562
Summary: The word "absolute" seems better than the "complete" already used.
1563 1564
1565 1566
1567 1568
Summary: A very economical proof of the main elementary theorems by defining and using "commutive" systems. "Restricted" equilibrium is defined.
1569 1570
Summary: A useful approximation for finding p and P.
Summary: The smallest value of p ever likely to be used is estimated. Also a common value.
1571 1572
Summary: Theorem B is rejected.
Summary: A field.
Summary: The study of the graduation of adaptation seems to be essentially empirical and unsystematic.
1573 1574
Summary: It is shown that a "spontaneous change of organisation" implies the presence of a step-function of the time. (The change defines the step-function).
1575 1576
Summary: Absoluteness is not altered by separating or joining machines.
1577 1578
1579 1580
Summary: In an absolute system, knowing the behaviour of the parts (and the method of assembly) specifies the behaviour of the whole; and vice versa.
Summary: Observation provides xi=Fi(xo;t), the derivative form is - er - derived; method given.
1581 1582
1583 1584
Summary: An attempt at the analytical expression of a part-function.
Summary: The least possible join of two absolute systems is that they should share a common step-function.
1585 1586
Summary: Convenient equations in the technique of joining and separating parts and wholes.
Summary: A symbolic way of writing step-functions.
Summary: The whole question of the graduation of adaptaation (or equilibrium) must be realised to be really an attempt to increase the probability of the whole being adapted. It is only part of the general problem of altering the probabilities.
1587 1588
Summary: An actual example of "distribution".
1589 1590
Summary: The mere presence of part-functions in a system allows variables to be active in some reactions and inert in others.
Summary: In a commutive system with many part functions, distribution will occur, because it is more probable.
1591 1592
Summary: "Equilibrium" is an invariant. It belongs only to an absolute system.
Summary: If reactions are to adapt independently, the breaks must be restricted to the regions of part-functions.
1593 1594
Summary: A better proof that chance of equilibrium, other things being equal, falls off as e-kn. This means nothing, for p means nothing definite.
1595 1596
Summary: Definitions are given of "part-functions", "activated" and "activation-region". It is shown that activations are localised, that different paths may cause different variables to become activated, and that a part-function can cause a break only when activated.
1597 1598
1599 1600
Summary: Two or more [variables] which are always stable apart may be unstable when joined. (Inverse, 1658) (Note 1665)
Hover mouse here to display note
1601 1602
Chatelier, Rule of Le examined
1603 1604
1605 1606
1607 1608
1609 1610
Le Chatelier, principle of not necessary
1611 1612
Summary: The principle of Le Chatelier is examined in detail and given exact mathematical form. It appears that it is an emperical peculiarity of the equi;ibria of physical chemistry and is in no way general to all equilibria.
1613 1614
1615 1616
Summary: It is sometimes possible to fix the value of some variables in a machine. Details are given of the process of adding another machine to act as "stabiliser" to a variable.
1617 1618
Summary: In a commutive system, if we keep returning xρ to a we shall eventually get, and keep, a field which stabilises xρ at, or near, a.
1619 1620
The Conditioned Reflex [3]: Simple conditioned reflex as an elementary property of the commutive system, 1621. Still unsolved, 1943. Solved with multistable system, 1982. Further observations, 2064, 2490. Still unsolved, with reasons, 2192, 2243.
Summary: The conditioned reflex is an elementary property of a commutive system when a variable is repeatedly forced to take a given value. (Much improved 1981)
1621 1622
1623 1624
Summary: The probability that a system should have an equilibrium cannot be deduced from the probabilities of the parts being in equilibrium. The case where they combine as a product is likely to be common and important but it must be introduced as a specific postulate.
Cortex, sensory layering in
Dispersion and layering in
Summary: The layering of the cerebral cortex may be explained as required for wide distribution.
1625 1626
Summary: A note on exposition.
Summary: "Disturbance" and "ingressive" are defined.
Invariant collected notes
1627 1628
Summary: Collected notes and references on "invariance".
1629 1630
1631 1632
1633 1634
Summary: A proof is given that: If a random displacement y1 , y2 , ... , yn with probability distribution df=Φ(y1 , ... , yn) dy1 ... dyn is added to a point at X1, ..., Xn then the probability that it (i.e. X1+y1 , ... , Xn+yn) should still be within a space V is maximal if, and only if, X1 ... Xn satisfy the equation (8). (See next note).
1635 1636
Summary: If a field (provided by a commutive system with break-surfaces) has maximal probability of not breaking after random disturbance, then it is of normal equilibrium and the paths must meet at the point X1 ... Xn (defined in the previous note).
Summary: Equilibrial features are not the only ones in a field which persist after change of coordinates. Thus, the meeting of two paths is also invariant.
1637 1638
Summary: Disturbances must usually be applied to a system at a slower order of time than its reactions.
1639 1640
1641 1642
1643 1644
Summary: Adding regular random disturbances to a commutive system with layers of break-surfaces increases the probability, at any time, of finding the system with a field of normal equilibrium. [deleted] Correct, but rewritten.
1645 1646
1647 1648
1649 1650
1651 1652
1653 1654
1655 1656
Summary: K1 and K2 are defined, also "terminal", "simple" and "displacement". If the fields provided by random h values have K1 and K2 values distributed as Φ(K1 , K2), then the terminal fields have values distributed as A.K1Φ(K1 , K2). If the terminal fields are displaced from time to time the terminal fields develope distribution B.(K1/(1-K2)).Φ(K1 , K2). (Graph 1698) (Corollary 1705)
1657 1658
Summary: Any number of unstable systems joined must be unstable.
1659 1660
Society [6]: In organisations in general, particularly economic, the neutral points may have to be arranged holistically, 1661.
1661 1662
Oddments [10]: Field of parts joined may show features not possible when parts are separated, 1663.
Summary: A dynamic organisation has, as a whole, the extra properties (over those possessed by the parts): that the Neutral Points can be restricted to sets; that a field may be stable though some of the units unstable; that the field has a neutral cycle. (There may be more).
1663 1664
Summary: Two machines may form a whole which is stable if they were joined one way, and unstable if joined the other.
Summary: Two stable machines may be unstable when joined if either contains more than one variable.
Isomorphism Craik's book on
1665 1666
The Conditioned Reflex [14]: Hull's model showing conditioned reflex, 1667.
Summary: A review of Craik's book. And a statement of the present position, re publishing, of my theory.
1667 1668
1669 1670
Summary: An attempt to handle the similarity of machine to machine. "Equiformal" defined.
1671 1672
Summary: A proof is given that the commutive process must increase the mean of K1.
1673 1674
Summary: If K1 and K2 are uncorrelated, then disturbances give fields with K2 always increased.
Hover mouse here to display note
1675 1678
Summary: Proof that a non-activated variable, in contact only with other non-activated variables, cannot become activated.
1679 1680
1681 1682
Summary: A "distributive" system is defined. Three theorems are given, including one showing rigorously how adaptation can proceed by parts in such a system.
1683 1684
1685 1686
1687 1688
Summary: I am unable at present to get a satisfactorily rigorous test for independence when there are part-functions present. [But see 1748]
1689 1690
Summary: A test of independence both necessary and sufficient, is deduced from xi=etXxoi. Although the rigour of application to arbitary functions is doubtful, it leads to the same results as the previous test.
1691 1692
1693 1694
Summary: A proof that non-activated variables cannot transmit effects. (Much better proof 1921)
1695 1696
Summary: Much human behaviour is reaction to an internal environment: anxiety. (Cf. 1877)
1697 1698
Summary: A graph of the multiplying factor K1/(1-K2). (Another aspect, 1705)
1699 1700
1701 1702
Summary: With linear equations, control of the coefficient of one variable is enough to enable us to put the roots and the neutral point where we like.
1703 1704
1705 1706
Summary: The distribution of K2 after disturbance is given in terms of the original distribution and the means of K1 at each K2-value.
Summary: An example of two reactions, each quite adaptive, which are in unstable equilibrium if joined.
Psychiatric applications [37]: Actual example of two human reactions which are unstable when joined (sleep and agression) 1708.
1707 1708
Summary: Some details contributed by Carroll.
1709 1710
1711 1712
1713 1714
Summary: For K2 among the terminal fields to be 1, i.e. for the fields to be immune to disturbance, it is necessary and sufficient either that K2=1 in the original fields or, if K2≠1, that Φ(K1 K2), for some value of K1 other than K1=0 should have, at K2=1, a pole of order ≥1. The most interesting corollary is that if any fields in Φ have K2=1, then these monopolise the terminal fields.
1715 1716
Summary: It must be carefully remembered that the physicist always tries to use knowledge from every source about a given dynamic system while I am rigorously confined to studying systems by observing only their behaviour.
1717 1718
Summary: The possibility of giving some of the variables a fixed value and letting others vary is functionally identical with taking the machine to pieces.
1719 1720
Summary: Some other people's quotations on equilibrium.
Natural Selection [26]: "Adaptation" is an arbitary problem, the time one being "what happens?" (Hypohippus) 1478. Another example (overgrowth of fighting males) 1722.
1721 1722
Summary: Extracts from a book.
Natural Selection [3]: Natural selection actually seen to work in the peppered moth, in Manchester 1723, in Plymouth crabs 1815, in American sparrows 1816, in most mutations 1883, in Drosophila with gene 'ebony' 1886.
1723 1724
Summary: In an absolute system (variables x1 ... xK ... xn) of fixed organisation [x~i = fi(x)], that a subsystem (variables x1 ... xK) should itself be absolute (the other variables xK+1 ... xn being given all random starting points in the testing) it is necessary and sufficient that f1 ... fK should not change for any or all changes of xK+1 ... xn.
1725 1726
1727 1728
Summary: A proof that step-functions are necessary, as well as sufficient, to get changes of organisation of a subsystem in an absolute system.
1729 1730
Summary: Pavlov says that adaptation and survival equals equilibrium.
Natural Selection [24]: "Shacking together" as selective operator on the shapes of stones, 1731.
1731 1732
Summary: James describes the facts of adaptation = equilibrium without calling it such.
Ants Lubbock's observations
1733 1734
Summary: Quotations demonstrating field experiments clearly as examples of my type of system.
1735 1736
Learning and age
Natural Selection [25]: Waves on the coast as selective operators, 1737. So is a ratchet, 1836. Erosion and rain has a peculiarity, 1947.
1737 1738
Summary: Known examples in physics of my type of absolute system, one of which shows dominance.
Summary: Two notes from a book.
Learning in Insecta
Learning in bees
Play species that do not
1739 1740
Natural Selection [38]: Selection of audible words in "Russian scandal", 1741.
Natural Selection [22]: Distillation of alcohol and water as selection with two, opposite, "adaptations", 1742.
1741 1742
Summary: A note on exposition.
Natural Selection [39]: Rule that "bad money drives out good" as example of selection and "adaptation", 1744.
1743 1744
Summary: Another example of selection leading automatically to adaptation.
Summary: An outline of quantum theory.
Quantum theory theory reviewed
1745 1746
Operator embroidery as
Pattern (in general) and operators
1747 1748
Independence monograph
1749 1750
1751 1752
1753 1754
1755 1756
1757 1758
1759 1760
1761 1762
1763 1764
1765 1766
1767 1767+01
1767+02 1768
1769 1770
1771 1772
1773 1774
1775 1776
1777 1778
1779 1780
1781 1782
1783 1784
1785 1786
1787 1788
1789 1790
1791 1792
1793 1794
1795 1796
1797 1798
1799 1799+01
1799+02 1799+03

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