Problem-Solving --- The Novelist’s Hidden Architecture

1.     Introduction

For most of us, problem-solving is a way of life. On the job, at home, in relations, there is always some issue or problem at hand. Therefore, it is no wonder that problem-solving is one of the most fundamental structures underlying narrative fiction. Although readers often associate problem-solving primarily with detective fiction and murder mysteries, the reality is much broader. Nearly every successful novel contains some form of conflict, instability, morality, uncertainty, or challenge that characters must confront and attempt to resolve. Literary theorists and narrative scholars frequently identify conflict as one of the essential elements of fiction itself. This art form is about how the author resolves the conflict and gives clues about how it may be revealed, all the while allowing the interplay between characters to serve as the medium.

Basically, this essay analyzes novels from a problem-solving perspective. It may help writers with their craft or be of interest in explaining why we like reading them so much.

While no exact statistic exists on how many novels feature problem-solving as a central element, narrative theory strongly suggests that the overwhelming majority do. Most definitions of plot involve the introduction and attempted resolution of conflict or tension. Scholars of narrative repeatedly describe conflict as a central engine of storytelling, while computational narrative studies increasingly analyze fiction in terms of uncertainty reduction, causal reasoning, and decision-making processes. You might say that the conflict, instability, or uncertainty forms the novel’s superstructure, with the characters and story built around it. For example, Dostoevsky’s creative process for his novel The Idiot was rooted in tackling a specific thematic and moral problem, rather than starting with a fully formed character and finding a problem for them to solve.

This pattern appears across virtually every genre. Detective fiction investigates hidden truth; science fiction explores technological and civilizational dilemmas; fantasy addresses moral and strategic crises; romance novels solve emotional misunderstandings; political fiction analyzes systems of power; and literary fiction wrestles with psychological and existential conflicts. Even adventure and survival narratives often center on practical ingenuity and adaptation.

In this sense, novels function as simulations of human cognition. They allow readers to observe how people interpret incomplete information, test strategies, endure setbacks, and seek solutions to difficult conditions. Fiction thereby becomes not only entertainment, but also a form of cognitive rehearsal for navigating uncertainty in real life. This makes reading novels not just a leisure pastime, but a continuing education in problem-solving. Yet, it is doubtful that not a single course in college English departments focuses on the problem-solving aspects of literature. In fact, we have searched available curricula of many colleges for such a course with no success.

We consider thirteen genres of the novel here. You can argue there are a few more, such as American modernism, horror, or philosophical fiction, but one needs to stop somewhere. The list follows, but we would be remiss not to mention that many novels combine two or more of these genres.

 

2.     Mystery and Detective Fiction

Mystery and detective fiction provide the clearest and most popular example of explicit problem-solving in literature. The narrative revolves around a hidden truth that must be uncovered through logic, observation, and interpretation. The detective functions as an intellectual problem-solver who reconstructs reality from incomplete evidence. Did you know that most police departments have a Murder Book that gives instructions on solving (real) murder cases? In a separate chapter of our book, we cover only (real) murder. See https://donall.substack.com/p/problem-solving-murder?r=b7yml

Classic detectives such as Sherlock Holmes and Hercule Poirot embody different methods of reasoning. Holmes emphasizes deduction from physical details, while Poirot focuses on psychology and human motives. Miss Marple, on the other hand, relies upon analogical reasoning[1] based on her understanding of ordinary human behavior. Her methods are far more subtle and, I suspect, more difficult to write. In Murder on the Orient Express by Agatha Christie, the reader participates intellectually in the investigation. Clues are presented incrementally, encouraging active interpretation. The pleasure of the genre comes not merely from suspense, but from the satisfaction of resolving uncertainty. The story is a tour de force of logical thought, built from the slightest of clues.

Narrative theorists note that mystery fiction reflects a broader human desire to impose order on chaos, though this rings of academic thinking. Rather, the problem is solved. The detective restores coherence to a world disrupted by crime and deception. The genre, therefore, celebrates rational inquiry and the recoverability of truth.

3.     Thriller and Spy Novels

Thrillers and spy novels emphasize strategic problem-solving under conditions of danger and urgency. Unlike detective fiction, where the primary challenge is discovering what already happened, thrillers often involve preventing catastrophic future events.

In espionage fiction, information becomes a battlefield. Characters must evaluate unreliable intelligence, identify hidden motives, and anticipate enemy actions. Deception is their mother’s milk. The protagonist succeeds through adaptability, planning, and psychological insight.

Always, there is a bit of luck, perhaps to alert the reader that reality lurks in the background.

Works such as The Hunt for Red October demonstrate highly technical and strategic forms of problem-solving involving military systems, geopolitics, psychological estimations, and technological expertise. Similarly, George Smiley in Le Carre novels exemplifies the subtle analytical methods of intelligence work.

These novels frequently portray decision-making under danger and great uncertainty. Choices must be made rapidly and with incomplete information, reflecting real-world strategic environments. Such narratives, therefore, resemble simulations of crisis management and geopolitical reasoning, and these are difficult classroom topics.

4.     Science Fiction

Science fiction transforms scientific and technological inquiry into a dramatic narrative. The genre often asks how humanity responds to unprecedented problems generated by innovation, discovery, or environmental transformation.

In The Martian, survival on Mars depends upon engineering knowledge, chemistry, botany, and systematic reasoning. Each obstacle requires experimentation and adaptation. The protagonist survives not through physical strength alone, but through disciplined intellectual problem-solving.

Similarly, Foundation by Isaac Asimov explores problem-solving on a civilizational scale through the fictional science of psychohistory. Asimov portrays social systems themselves as analyzable and potentially predictable. In Dune by Frank Herbert, we see an old-time drama about power, set in a bleak desert world of intrigue, drugs, scientific gadgetry, witches, depravity, and just about every other measure of cruelty. Here, the immense detail of the settings enhances the story. The novel The Matrix by Lana and Lilly Wachowski, about humanity being simulated by computers, and its film adaptation, have stirred the older notion that humanity exists as a simulation. The underlying problem, simulation, remains unresolved, though I’m frequently asked about it.

Modern computational narrative studies describe suspense partly as a process of uncertainty reduction, which aligns closely with the structure of science fiction problem-solving narratives. The genre frequently presents intelligence itself as heroic, emphasizing the power of human reasoning in confronting the unknown.

5.     Fantasy

Fantasy literature frequently embeds sophisticated strategic and moral problem-solving within mythic settings. Although magic and supernatural elements dominate the surface of the narrative, the underlying structure often concerns leadership, interpretation, diplomacy, and ethical choice. The novel Dune borders on fantasy, but there are better examples.

In The Lord of the Rings, the destruction of the Ring requires cooperation, endurance, tactical planning, and moral resistance against corruption. The story is not simply a battle between good and evil, but an exploration of how power should be used and restrained.

Fantasy worlds often contain intricate systems of politics, history, prophecy, and magic that characters must learn to navigate. In The Name of the Wind, mastery of magical systems resembles scientific inquiry and disciplined scholarship.

Some modern fantasy and speculative fiction movements explicitly emphasize rational problem-solving and internally consistent world-building. Rationalist fiction, for example, centers on logical inference and competent characters confronting solvable problems.

Fantasy, therefore, combines external conflict with deeper ethical and philosophical problem-solving.

6.     Adventure Novels

Adventure fiction emphasizes survival, exploration, and adaptability. The protagonists confront dangerous environments, hostile conditions, and limited resources.

In Robinson Crusoe by Daniel Defoe, the protagonist must construct shelter, tools, agricultural systems, and a social order from isolation and scarcity. The Martian is not dissimilar. Similarly, Treasure Island by Robert Louis Stevenson combines navigation, strategy, and tactical survival.

Adventure novels celebrate practical intelligence. Heroes succeed through improvisation, resilience, and the ability to adapt rapidly to changing conditions. These stories mirror humanity’s historical struggles against nature and uncertainty.

Recent commentary on survival narratives notes that such stories often portray heroism as “relentless problem-solving.” This observation captures the essential structure of adventure fiction as a genre centered on overcoming environmental and logistical obstacles, with the odd problems of humanity thrown in.

7.     Legal and Courtroom Fiction

Legal fiction transforms evidence and argument into narrative drama. The courtroom becomes a symbolic arena where competing interpretations of reality struggle for acceptance.

In To Kill a Mockingbird by Harper Lee, legal reasoning intersects with moral courage and social injustice. Attorneys must reconstruct events, challenge assumptions, and persuade juries under institutional constraints. Also, Summer for the Gods: The Scopes Trial and America's Continuing Debate Over Science and Religion by Edward J. Larson is a highly recommended, Pulitzer Prize-winning account of the 1925 trial. A classic, it became a memorable film starring Frederick March and Spencer Tracy.

Like detective fiction, courtroom novels revolve around a hidden truth. However, the challenge extends beyond discovering facts to persuading others to accept a coherent interpretation of those facts. The genre, therefore, emphasizes rhetoric, logic, and the complexity of justice systems.

Legal fiction highlights the reality that truth alone is often insufficient; successful problem-solving within institutions also requires communication, credibility, and strategy. Often in legal fiction, the lawyer is the protagonist, with the defendant and trial as the medium.

8.     Political Novels

Political fiction examines large-scale systems problems involving governance, power, and social organization. The protagonists must navigate unstable networks of institutions, factions, ideologies, and competing interests.

In Dune, also considered sci-fi,  ecology, religion, economics, and imperial politics form interconnected systems requiring careful strategic management. Likewise, All the King's Men (1946) is a classic work of political fiction. It follows the rise and fall of a populist politician in the Depression-era South, exploring themes of power, corruption, idealism vs. pragmatism, and moral compromise. It's often called one of the great American political novels and won the Pulitzer Prize.

Political novels often stress unintended consequences. Solutions intended to stabilize one part of society may create instability elsewhere. Leaders, therefore, face highly complex decision environments in which certainty is impossible.

These narratives resemble systems analysis more than traditional adventure stories. They encourage readers to think about institutions, incentives, and long-term consequences rather than isolated actions.

9.     Survival and Disaster Fiction

Survival fiction reduces human existence to its essential challenges: food, shelter, endurance, morality, and hope. The genre examines how individuals and groups respond when ordinary civilization collapses.

In Life of Pi, survival depends upon both practical ingenuity and psychological resilience. In The Road, survival becomes inseparable from moral endurance in a devastated world.

Modern analyses of survival narratives emphasize that these stories often test not merely individual competence, but also social cooperation. Some works portray isolated heroism, while others suggest that collaboration and solidarity are humanity’s true mechanisms of survival. The genre, therefore, explores both practical and ethical dimensions of problem-solving.

10.  Historical Fiction

Historical fiction situates characters within real historical crises, forcing them to navigate systems and events larger than themselves.

In War and Peace, Tolstoy depicts individuals confronting the overwhelming complexity of war and political transformation. More on this classic later in §14. Wolf Hall portrays survival within the dangerous political environment of Tudor England.

Historical fiction emphasizes adaptation to changing institutions and social realities. Characters must understand evolving systems of power if they hope to survive or influence events. The genre also demonstrates that human beings throughout history have repeatedly faced similar forms of uncertainty, conflict, and strategic decision-making.

 

 

11.  Psychological and Literary Fiction

In literary fiction, the central problems are often internal rather than external. Questions of guilt, identity, alienation, morality, and meaning become the primary terrain of conflict.

In Crime and Punishment, by Fyodor Dostoevsky, the protagonist struggles with psychological guilt and philosophical rationalization after committing murder. In Mrs. Dalloway by Virginia Woolf, consciousness itself and an inventory of problems she faces become the focus of exploration. After all, how much can happen in a single day?

Narrative scholars now recognize that conflict may involve emotional or developmental transformation rather than purely external struggle. Literary fiction, therefore, expands the concept of problem-solving to include existential and psychological inquiry. Such novels often avoid final resolutions, reflecting the complexity and ambiguity of human interior life. A problem is a problem inside the mind or out.

12.  Heist or Caper Novels

Flip the script: instead of solving a past crime, the focus is on meticulously planning and executing one (a theft, a con, or an elaborate scheme) while overcoming security measures, betrayals, and logistical nightmares. Problem-solving is all about anticipation, contingency planning, cleverness, and outsmarting systems in real time. Authors like Elmore Leonard shine here, with stories like those in the Parker series emphasizing clever execution over pursuit. The Great Train Robbery by Michael Crichton is a masterful story featuring masterful preparation and execution, particularly in solving new problems on the fly. The event actually took place, but alas, the outcomes were quite different.

A standout heist novel that brilliantly showcases problem-solving is Donald E. Westlake’s The Hot Rock (1970), a comic caper classic starring the perpetually unlucky master thief John Dortmunder and his ragtag crew. Fresh out of prison, Dortmunder is hired by a scheming African diplomat to steal the priceless Balabomo Emerald, the “hot rock” locked away in a museum, and then leading to a series of extra heists. Through deadpan wit and relentless ingenuity, they solve every setback, from mechanical failures and double-crosses to absurd coincidences, turning what should be one clean score into a hilarious chain of adaptive capers that highlight the genre’s core appeal of brains-over-brawn puzzle-solving under pressure. It is one long exercise in problem-solving – with much humor.

13.  Romance Novels

Romance fiction centers on interpersonal problem-solving. Emotional misunderstanding, social constraints, pride, fear, and communication barriers create obstacles that characters must overcome. Personally, I don’t read novels in this genre.     

In Pride and Prejudice by Jane Austin, the central conflicts arise from misjudgment, class expectations, and emotional immaturity. Resolution requires self-awareness and improved understanding, subtle topics to write about..

Romance narratives demonstrate that emotional intelligence is itself a sophisticated form of problem-solving. Characters must interpret motives, regulate emotions, and develop empathy. Often, the romance is combined with another genre, such as mystery.  The genre reminds readers that human relationships are among the most difficult and consequential problems individuals face.

14.  War Novels

War fiction examines problem-solving under conditions of extreme uncertainty and danger. Strategic planning, logistics, leadership, and survival dominate the narrative.

In The Killer Angels, commanders must interpret incomplete information while making decisions with enormous consequences. Catch-22 by Joseph Heller explores the irrationality and bureaucratic contradictions embedded within military systems.

War fiction often highlights the limitations of rational planning and the conflict between personalities. Even brilliant strategies may fail because of chance, fear, lack of knowledge, miscommunication, or chaos. The genre, therefore, reveals the tension between human attempts at order and the unpredictability of reality. In short, war novels exhibit a matrix of tensions, which, of course, is among the problems solved or not.

15.  Summary of The Novel as Cognitive Simulation

Across genres, novels repeatedly follow common structural patterns:

• Destabilizing conditions emerge.
• Characters lack a full understanding.
• Information is gathered, discovered, or lost.
• Strategies are tested.
• Failures reshape perception.
• Resolution succeeds or fails tragically.
• New problems suddenly arise

 

This structure resembles the real-world process of human cognition and decision-making. Computational and cognitive narrative studies increasingly analyze fiction in terms of planning, causality, uncertainty reduction, and problem representation.

Different genres emphasize different forms of problem-solving:

• Detective fiction investigates hidden truth.
• Science fiction explores technological and civilizational dilemmas.
• Fantasy addresses strategic and moral conflict.
• Political fiction analyzes systems of power.
• Romance studies emotional understanding.
• Literary fiction examines existential uncertainty.

 

Of course, structures and genres come in pairs and multiples of pairs, and almost every other combination. For example, many of the Bulldog Drummond novels by H. C. McNeile have one genre of plot with a side plot of the hero and his fiancée. However, Tolstoy’s War and Peace (1869) has multiple problems and plots. It features the intertwined lives of Russian aristocratic families amid the Napoleonic invasion of 1812. Pierre Bezukhov inherits vast wealth yet must solve his profound existential emptiness. Prince Andrei Bolkonsky chases military glory and romantic ideals only to confront disillusionment. Natasha Rostova navigates youthful impulsiveness, a scandalous elopement, family bankruptcy, and wartime nursing duties, maturing via heartbreak and redemptive suffering. And on and on. It’s massive.

The widespread presence of these structures suggests that novels function partly as simulations[2] of human problem-solving itself.

16.  Conclusion

Problem-solving is not merely one feature among many in literature; it is often the hidden architecture of narrative fiction. From detective stories to science fiction, from romance to war novels, stories typically begin with instability and proceed through attempts to restore order, gain understanding, or adapt to transformed conditions.

This universality helps explain the enduring appeal of novels across cultures and historical periods. Human beings constantly confront uncertainty, conflict, limitation, and change. Fiction allows readers to observe these struggles in concentrated symbolic form, providing models of reasoning, adaptation, resilience, and moral judgment.

The novel, therefore, serves not only as entertainment but also as a profound exploration of human cognitions and experience. Through narrative, readers practice interpreting complexity, anticipating consequences, empathizing with others, and imagining solutions to difficult problems. In this sense, literature becomes a training ground for understanding life itself.

On authoring, once you have the core problems to solve, you build your cast of characters to solve them. This is often called working backward. A plan, yes, but not one easy to carry out. However, this is just what Agatha Christie did – with stunning success.

References

1.     Asimov, I. (1951). Foundation. Gnome Press.

2.     Christie, A. (1934). Murder on the Orient Express. Collins Crime Club.

3.     Defoe, D. (1719). Robinson Crusoe. W. Taylor.

4.     Dostoevsky, F. (1866/1993). Crime and Punishment (R. Pevear & L. Volokhonsky, Trans.). Vintage Classics.

5.     Frank Herbert, F. (1965). Dune. Chilton Books.

6.     Heller, J. (1961). Catch-22. Simon & Schuster.

7.     Lee, H. (1960). To kill a mockingbird. J. B. Lippincott & Co.

8.     Mantel, H. (2009). Wolf Hall. Fourth Estate.

9.     Martel, Y. (2001). Life of Pi. Knopf Canada.

10.  McCarthy, C. (2006). The Road. Alfred A. Knopf.

11.  Phelan, J. (2005). Living to tell about it: A rhetoric and ethics of character narration. Cornell University Press.

12.  Rimmon-Kenan, S. (2002). Narrative fiction: Contemporary poetics (2nd ed.). Routledge.

13.  Rothfuss, P. (2007). The Name of the Wind. DAW Books.

14.  Shaara, M. (1974). The Killer Angels. David McKay.

15.  Stevenson, R. L. (1883). Treasure Island. Cassell & Company.

16.  Tolkien, J. R. R. (1954–1955). The Lord of the Rings. Allen & Unwin.

17.  Tolstoy, L. (1869/2007). War and peace (A. Briggs, Trans.). Penguin Classics.

18.  Warren, R. P. (1946). All the King's Men. Harcourt, Brace & Company.

19.  Weir, A. (2011). The Martian. Crown Publishing.

20.  Wilmot, D., & Keller, F. (2020). Modelling suspense in short stories as uncertainty reduction over neural representation. arXiv. https://arxiv.org/abs/2004.14905

21.  Labatut, V., & Bost, X. (2019). Extraction and analysis of fictional character networks: A survey. arXiv. https://arxiv.org/abs/1907.02704

22.  Price, A., Kim, C., Burkholder, E., Fritz, A., & Wieman, C. (2020). A detailed characterization of the expert problem-solving process in science and engineering. arXiv. https://arxiv.org/abs/2005.11463

23.  Abbott, H. P. (2008). The Cambridge introduction to narrative (2nd ed.). Cambridge University Press.

24.  Brooks, P. (1992). Reading for the plot: Design and intention in narrative. Harvard University Press.

25.  Forster, E. M. (1927). Aspects of the novel. Edward Arnold.

26.  Chatman, S. (1978). Story and discourse: Narrative structure in fiction and film. Cornell University Press.

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[1] Miss Marple is remarkably lucky in that her analogies usually referenced to characters in her home town lead to correct resolutions, while for most of us analogies provide sometimes weak or inaccurate explanations.

[2] Note this very important word, simulation. This suggests that people like to read about life, sometimes to be happy with their own lives, sometimes just for diversion, but others to read about tragedies that befall others.

 

©2026 G Donald Allen