Optimization quotes

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Mihaly_Csikszentmihalyi

Daydreaming

“One of the simplest ways to use the mind is daydreaming: playing out some sequence of events as mental images. But even this apparently easy way to order thought is beyond the range of many people... Daydreaming not only helps create emotional order by compensating in imagination for unpleasant reality — as when a person can reduce frustration and aggression against someone who has caused injury by visualizing a situation in which the aggressor is punished — but it also allows children and adults to rehearse imaginary situations so that the best strategy for confronting them may be adopted, alternative options considered, unanticipated consequences discovered — all results that help increase the complexity of consciousness. And, of course, when used with skill, daydreaming can be very enjoyable.”
  • Source: Mihaly Csikszentmihalyi in the book “Flow: The Psychology of Optimal Experience“, chapter “The Flow of Thought”, page 120. Original content published by Harper Perennial Modern Classics in 1990. Kindle edition published by Harper Collins in 2008. ISBN: 978-0061876721.
Keywords: Simple_quotes Way_quotes Mind_quotes Daydreaming_quotes Play_quotes Event_quotes Mental_quotes Image_quotes Order_quotes Thought_quotes Beyond_quotes Range_quotes People_quotes Help_quotes Emotion_quotes Compensate_quotes Imagination_quotes Unpleasant_quotes Reality_quotes Reduce_quotes Person_quotes Frustration_quotes Aggression_quotes Cause_quotes Injury_quotes Visualize_quotes Situation_quotes Punish_quotes Allow_quotes Reherse_quotes Best_quotes Strategy_quotes Optimization_quotes Confront_quotes Adopt_quotes Alternative_quotes Unanticipated_quotes Consequence_quotes Discover_quotes Result_quotes Increase_quotes Complexity_quotes Consciousness_quotes Use_quotes Skill_quotes Enjoyable_quotes

Tom_DeMarco and Tim_Lister

Cheeseburgers

"Development is inherently different from production. But managers of development and allied efforts often allow their thinking to be shaped by a management philosophy derived entirely from a production environment.
Imagine for the moment that you’re the manager of the local fast food franchise. It makes perfect sense for you to take any or all of the following efficient production measures:
- Squeeze out error. Make the machine (the human machine) run as smoothly as possible.
- Take a hard line about people goofing off on the job.
- Treat workers as interchangeable pieces of the machine.
- Optimize the steady state. (Don’t even think about how the operation got up to speed, or what it would take to close it down.)
- Standardize procedure. Do everything by the book.
- Eliminate experimentation—that’s what the folks at headquarters are paid for.
These would be reasonable approaches if you were in the fast food business (or any production environment), but you’re not. The 'make a cheeseburger, sell a cheeseburger' mentality can be fatal in your development area. It can only serve to damp your people’s spirits and focus their attention away from the real problems at hand. This style of management will be directly at odds with the work.
To manage thinking workers effectively, you need to take measures nearly opposite those listed above."
  • Source: Book: Entitled: Peopleware: Productive Projects and Teams. Edition: 3rd. Written by: Tom DeMarco; Tim Lister. Date published: 1987; 1999; 2013. Publisher: Addison-Wesley. Country: USA; GBR; CAN; DEU; FRA; ESP; ZAF; AUS; JPN; SGP; MEX. Language: en. ISBN: ISBN-13: 978-0-321-93411-6 (alk paper); 0-321-93411-3 (alk paper). Chapter: 2 (Make a Cheeseburger, Sell a Cheeseburger).
Keywords: Cheeseburger_quotes Differences_quotes Production_quotes Development_quotes Manager_quotes Management_quotes Thinking_quotes Philosophy_quotes Environment_quotes Fast_Food_quotes Efficiency_quotes Error_quotes Machine_quotes Humanity_quotes Job_quotes Work_quotes Goofing_Off_quotes Worker_quotes Interchangeable_quotes Fungibility_quotes Status_Quo_quotes Optimization_quotes Change_quotes Steady_State_quotes Innovation_quotes Standards_quotes Book_quotes Experiment_quotes Headquarter_quotes Mentality_quotes Fatal_quotes Damp_quotes Imagination_quotes Steady_quotes State_quotes Eliminate_quotes Reason_quotes Make_quotes Sell_quotes Problem_quotes Effective_quotes Opposite_quotes

Donald_Knuth

Premature Optimization

“Premature optimization is the root of all evil (or at least most of it) in programming.”
Keywords: Premature_quotes Optimization_quotes Optimal_quotes Root_quotes Evil_quotes Programming_quotes

Richard_Pascale

Efficiency and Variation

“Corporations, in the name of efficiency, suppress variation by 'getting all the ducks in line'. To optimize productivity, they evolve highly refined and internally consistent operating systems. Payoff results - as long as the music lasts. But in the face of nontraditional competitors or major environmental discontinuities, all that streamlining and reengineering limits diversity, suppresses self-organization by those closest to the disruptive change, and curtails a bottom-up emergent response to cope more effectively... Nothing fails like success. Over-adaptive organizations become inflexible. Disruptive change leaves them as helpless as a beached whale.”
  • Source: Richard T. Pascale, Jerry Sternin, Monique Sternin (2010). “The Power of Positive Deviance: How Unlikely Innovators Solve the World's Toughest Problems”, p.190, Boston, MA: Harvard Business Press
Keywords: Efficiency_quotes Corporation_quotes Suppress_quotes Variability_quotes Duck_quotes Optimization_quotes Productivity_quotes Evolution_quotes Refine_quotes Consistency_quotes Operating_System_quotes Pay_quotes Result_quotes Music_quotes Tradition_quotes Competition_quotes Major_quotes Environment_quotes Discontinuity_quotes Streamline_quotes Reengineering_quotes Engineering_quotes Limitation_quotes Diversity_quotes Self-Organization_quotes Organization_quotes Disruption_quotes Change_quotes Helpless_quotes Whale_quotes Line_quotes System_quotes Nontraditional_quotes Bottom-up_quotes Emergent_quotes Response_quotes Cope_quotes Effective_quotes Innovation_quotes Failure_quotes Success_quotes Over-adaptive_quotes Inflexible_quotes Beached_quotes

Alan_Perlis

Optimization

“Optimization hinders evolution.”
Keywords: Optimization_quotes Hinder_quotes Evolution_quotes

Herbert_Simon

Invisible Hand

“In examining the processes of social coordination, economics has given top billing sometimes almost exclusive billing to the market mechanism. It is indeed a remarkable mechanism... The optimality theorems stretch credibility, so far as real-world markets are concerned, because they require substantive rationality of the kinds we found implausible in our examination of the theory of the firm. Markets populated by consumers and producers who satisfice instead of optimizing do not meet the conditions on which the theorems rest.”
Keywords: Examination_quotes Process_quotes Social_quotes Coordination_quotes Economics_quotes Top_quotes Bill_quotes Exclusive_quotes Market_quotes Mechanism_quotes Optimal_quotes Theory_quotes Stretch_quotes Credible_quotes Reality_quotes World_quotes Substance_quotes Rational_quotes Plausible_quotes Examination_quotes Firm_quotes Population_quotes Consumer_quotes Producer_quotes Satisfice_quotes Optimization_quotes Condition_quotes Invisible_quotes Hand_quotes

Not Just Optimization

“The subject of computational techniques need not be limited to optimization.”
Keywords: Subject_quotes Computation_quotes Technique_quotes Need_quotes Limitation_quotes Optimization_quotes

Long Definition of Design

“The ‘inner environment' of the design problem is represented by a set of given alternatives of action. The alternatives may be given in extenso: more commonly they are specified in terms of command variables that have defined domains. The ‘outer environment' is represented by a set of parameters, which may be known with certainty or only in terms of a probability distribution. The goals for adaptation of inner to outer environment are defined by a utility function a function, usually scalar, of the command variables and environmental parameters perhaps supplemented by a number of constraints (inequalities, say, between functions of the command variables and environmental parameters). The optimization problem is to find an admissible set of values of the command variables, compatible with the constraints, that maximize the utility function for the given values of the environmental parameters. (In the probabilistic case we might say, 'maximize the expected value of the utility function,' for instance, instead of 'maximize the utility function.')”
Keywords: Inner_quotes Environment_quotes Design_quotes Problem_quotes Representation_quotes Set_quotes Alternative_quotes Action_quotes Extenso_quotes Common_quotes Specification_quotes Term_quotes Command_quotes Variable_quotes Definition_quotes Domain_quotes Outer_quotes Parameter_quotes Knowledge_quotes Certainty_quotes Probability_quotes Distribution_quotes Goal_quotes Adaptation_quotes Utility_quotes Function_quotes Scalar_quotes Supplement_quotes Number_quotes Constraint_quotes Maximum_quotes Value_quotes Compatibility_quotes Case_quotes Expectation_quotes Inequality_quotes Optimization_quotes Admissible_quotes

Frederick_Winslow_Taylor

Workman Soldiering

“After a workman has had the price per piece of the work he is doing lowered two or three times as a result of his having worked harder and increased his output, he is likely to entirely lose sight of his employer's side of the case and to become imbued with a grim determination to have no more cuts if soldiering can prevent it.”
  • Source: F.W. Taylor (1903) "Shop management; a paper read before the American society of mechanical engineers, " in: Transactions of the American Society of Mechanical Engineers 24: 1337-1480. p. 1352.
Keywords: Productivity_quotes Soldiering_quotes Ignorance_quotes Employment_quotes Labor_quotes Deception_quotes Worker_quotes Optimization_quotes Exploitation_quotes Workman_quotes Price_quotes Piece_quotes Work_quotes Lower_quotes Result_quotes Hard_quotes Increase_quotes Output_quotes Likely_quotes Entire_quotes Lose_quotes Sight_quotes Employer_quotes Side_quotes Case_quotes Become_quotes Imbued_quotes Grim_quotes Determination_quotes Cut_quotes Prevent_quotes

Shannon_Vallor

AI Longtermism

“What longtermists and effective altruists have in common... is the utilitarian view that morality is a happiness optimization problem, a matter of running the numbers. Conveniently for AI enthusiasts... For a virtue ethicist like me, there are profound dangers and moral errors in any view of morality that separates it from humane feeling, relational bonds, and social context, reducing it to a mere computation of net happiness units.”
  • Source: From the book “The AI Mirror” by Shannon Vallor. Published 2024 by Oxford University Press. ISBN 978-0197759066. Chapter 3, page 77.
Keywords: AI_quotes Artificial_quotes Intelligence_quotes Longtermism_quotes Effective_quotes Altruist_quotes Common_quotes Utilitarian_quotes View_quotes Morality_quotes Happiness_quotes Optimization_quotes Problem_quotes Matter_quotes Run_quotes Number_quotes Convenient_quotes Enthusiast_quotes Virtue_quotes Ethicist_quotes Profound_quotes Danger_quotes Moral_quotes Error_quotes Separate_quotes Human_quotes Feel_quotes Relational_quotes Bond_quotes Social_quotes Context_quotes Reduce_quotes Mere_quotes Computation_quotes Net_quotes Unit_quotes
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