Optimization Quotes

“If you are on social media, and you are not learning, not laughing, not being inspired or not networking, then you are using it wrong.”
― Germany Kent

“Premature optimization is the root of all evil.”
― Donald Ervin Knuth, The Art of Computer Programming, Volume 1: Fundamental Algorithms

“Tweet others the way you want to be tweeted.”
― Germany Kent, You Are What You Tweet: Harness the Power of Twitter to Create a Happier, Healthier Life

“Constrained optimization is the art of compromise between conflicting objectives. This is what design is all about. To find fault with biological design - as Stephen Jay Gould regularly does - because it misses some idealized optimum is therefore gratuitous. Not knowing the objectives of the designer, Gould is in no position to say whether the designer has proposed a faulty compromise among those objectives.”
― William A. Dembski, Signs of Intelligence: Understanding Intelligent Design

“The endgame was the same for everyone: Growth at any cost. Scale above all. Disrupt, then dominate. At the end of the idea: A world improved by companies improved by data. A world of actionable metrics, in which developers would never stop optimizing and users would never stop looking at their screens. A world freed of decision-making, the unnecessary friction of human behavior, where everything—whittled down to the fastest, simplest, sleekest version of itself—could be optimized, prioritized, monetized, and controlled.”
― Anna Wiener, Uncanny Valley

“If you optimize everything, you will always be unhappy.”
― Donald Knuth

“Data alone has no value—it’s just masses of numbers or words.”
― Steven J. Bowen, Total Value Optimization: Transforming Your Global Supply Chain Into a Competitive Weapon

“Sometimes mess is more than just the easy choice - it's the optimal choice.”
― Brian Christian, Algorithms to Live By: The Computer Science of Human Decisions

“We can see our forests vanishing, our water-powers going to waste, our soil being carried by floods into the sea; and the end of our coal and our iron is in sight. But our larger wastes of human effort, which go on every day through such of our acts as are blundering, ill-directed, or inefficient, and which Mr. Roosevelt refers to as a lack of" national efficiency," are less visible) less tangible, and are but vaguely appreciated.

We can see and feel the waste of material things. Awkward, inefficient, or ill-directed movements of men, however, leave nothing visible or tangible behind them. Their appreciation calls for an act of memory, an effort of the imagination. And for this reason, even though our daily loss from this source is greater than from our waste of material things, the one has stirred us deeply, while the other has moved us but little.”
― Frederick Winslow Taylor, The Principles of Scientific Management

“The real problem is that programmers have spent far too much time worrying about efficiency in the wrong places and at the wrong times; premature optimization is the root of all evil (or at least most of it) in programming.”
― Donald Knuth

“[For every thing you do, you can sleepwalk without awareness about your actions, or become more consciously deilberate about your actions. Contemplate whether this is a good use of your time by answering some honest questions.]

Some questions you could ask yourself are:
- What is the reason or goal for this activity?
- What benefit am I getting from this?
- Where is this activity taking me?”
― Benjamin P. Hardy, Be Your Future Self Now: The Science of Intentional Transformation

“So much of what we are trying to achieve in our days is bound to the idea that we can optimize things to the point of perfection.”
― Madeleine Dore, I Didn't Do the Thing Today: Letting Go of Productivity Guilt

“Metabolic networks remain the only class of biological network reconstructed reasonably comprehensively at the genome-scale in humans. Given that metabolic networks are ultimately based on directed chemical reactions that obey the laws of mass and energy balance, they can further serve the basis for calculations to predict reaction rates (metabolic flux). These fluxes can subsequently be used to compute productions and growth rates of metabolites. In flux balance analysis, the set of reactions is formulated as a stochiometric matrix, which enumerates the ratios of metabolite participation in each reaction. A set of physically possible reaction flux rates result by enforcing a steady-state mass balance (homeostasis) and additional constraints on reaction reversabilities and maximal conversion rates. From within the space of chemically feasible reaction flux combinations, the subset of biologically relevant reaction flux profiles can be solved by optimizing an objective function. The most commonly used objective function in microbes has been to maximize the production of biomass, which serves as a proxy for maximizing growth rate. Notably, while maximal growth may be an appropriate assumption for diseases such as cancer under certain conditions, the best cellular objective function to simulate many human tissues and cell types is unknown (and is likely condition-specific). Adjusting this objective function, which was developed based on microbial physiology, to better reflect human tissues is an area of active research.”
― Joseph Loscalzo, Network Medicine: Complex Systems in Human Disease and Therapeutics

“The Enlightenment, finally, invented progressive 'history' as an inner-worldly purgatory in order to develop the conditions of possibility of a perfected 'society'. This provided the required setting for the aggressive social theology of the Modern Age to drive out the political theology of the imperial eras. What was the Enlightenment in its deep structure if not an attempt to translate the ancient rhyme on learning and suffering - mathein pathein - into a collective and species-wide phenomenon? Was its aim not to persuade the many to expose themselves to transitional ordeals that would precede the great optimization of all things?”
― Peter Sloterdijk, You Must Change Your Life

“Every company’s supply chain should be its ultimate competitive weapon—not the gun with which you shoot yourself in the foot.”
― Steven J. Bowen, Total Value Optimization: Transforming Your Global Supply Chain Into a Competitive Weapon

“Hiring should always be part of your long-term strategy, not a quick fix to an immediate problem.”
― Steven J. Bowen, Total Value Optimization: Transforming Your Global Supply Chain Into a Competitive Weapon

“The goal is to hit the sweet spot of maximum value optimization, where foolish risk is balanced against excessive caution.”
― Steven J. Bowen, Total Value Optimization: Transforming Your Global Supply Chain Into a Competitive Weapon

“Ranked Hen is a Seattle based software startup focused on making SEO (Search Engine Optimization) easy and accessible to all marketers.”
― rankedhen

“Today it's not enough to be good in SEO. You need to be excellent.”
― Aleksandar Ratkovic

“Constantly trying to optimize—maximize user engagement, minimize customer wait time, find the ideal values for some complex function so a computer could translate between two languages or recognize faces or categorize images. Tiny granular steps in the right direction.
She had, at one point, wrapped up the whole of her life in such a philosophy, believed wholeheartedly there was a way to optimize every day, an ideal way to arrange tasks on her calendar. There was a cost function that could be applied to every decision and if only she could find it, she could solve it.
She could live perfectly.
But optimal wasn't the same as perfect, was it? Perfect
implied so much more; it encapsulated some completeness that optimal dared not touch.”
― Kelsey Josund, Platformed

“They had optimized so much and ended up here and this could not have been the goal. This place was not the perfection it seemed; she didn't understand why it was allowed to exist.
If they hadn't solved the meta-problem of the ideal life that they thought they were solving, what had it all been for?”
― Kelsey Josund, Platformed

“Design is art optimized to meet objectives.”
― Shimon Shmueli

“We are not randomly suboptimal in our decisions. We are systematically suboptimal.”
― Leland Wilkinson, The Grammar of Graphics. Statistics and Computing.

“I didn’t imagine she would ever be having meetings about optimization, whatever that is.”
― Richard Osman Alexander Armstrong

“In his 2001 book, Economics as Religion, economist Robert Nelson recounted the ways in which economics came to operate in society with its own religion-like structure. Nelson argues that modern economics has operated in many ways as a secularized version of Protestant theology in which the primary evil is economics scarcity and in which deliverance from this evil (and the attainment of heaven on earth) will come through application of economic science to promote efficiency (and fairness) in production and distribution. In this worldview, economists, as technical advisors to governmental managers, serve as a new “scientific” priesthood effecting a secular salvation of human society through the application of constructivist reason, the sort of reasoning that seeks to deliberately design choices and institutions to generate what are perceived as “optimal” outcomes.
Here, then, within the very discipline to which Vernon Smith has devoted his life’s work, there seems to be a persistent tendency if not to outright materialism then to a reduction of human rationality within constructivist constraints. As Smith acknowledges, “predominantly, both economists and psychologists are reluctant to allow that naive and unsophisticated agents can achieve socially optimal ends without a comprehensive understanding of the whole, as well as their individual parts, implemented by deliberate action. There is no magic.”
― Vernon L. Smith, The Evidence of Things Not Seen: Reflections on Faith, Science, and Economics

“What we perceive as disorder is often the universe optimizing itself through feedback and adaptation - Tom Golway”
― Tom Golway, Rethinking Entropy: Decaying or Optimizing

“Chaos isn’t a lack of order; it’s a process where sensitive dependencies guide systems toward optimized configurations - Tom Golway”
― Tom Golway, Rethinking Entropy: Decaying or Optimizing

“If your query returns a small number of rows but filters inefficiently, the database might still have to scan a large portion of the table and sort all those matching rows, which involves temporary memory, CPU, and often some significant amount of disk I/O - especially without an index on the field you're ordering by. Keep this in mind when considering whether to sort the results of your query using .orderBy() or .orderByDesc(), and be sure never to do so either willily, or nillily.”
― Tim Woodruff, ServiceNow Development Handbook - 4th Edition: A compendium of ServiceNow "NOW" platform development and architecture pro-tips, guidelines, and best practices

“It's worth emphasizing that whoever makes the choice of what to optimize is effectively deciding what problems are worth solving. The glaring lack of racial and gender diversity in the ranks of technologists and start-up founders means that these choices rest in the hands of a small group of people not representative of the wider world. No surprise that many new start-ups show a bias in favor of solving problems of a privileged demographic. A more diverse group of technologists and founders might well deploy the power of optimization for a broader set of problems.”
― Rob Reich, System Error: Where Big Tech Went Wrong and How We Can Reboot

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