Tag: complexity
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Reducing Cyclomatic Complexity Techniques
Cyclomatic complexity counts independent code paths — reduce it by early returns, extracting conditions to named functions, using lookup tables, and replacing switch/if chains with polymorphism.
2mo ago
quality intermediate
Amortized Analysis
Averaging the cost of an operation over a sequence — explaining why dynamic array append is O(1) amortised despite occasional O(n) resizes.
2mo ago
algorithms advanced
P vs NP & NP-Completeness
P problems are solvable in polynomial time; NP problems have solutions verifiable in polynomial time. NP-complete problems are the hardest in NP — no polynomial-time algorithm is known.
2mo ago
algorithms advanced
Big-O Notation PHP 5.0+ A mathematical notation describing how an algorithm's time or space requirements grow relative to input size, ignoring constants and lower-order terms.
2mo ago
algorithms intermediate