diff --git a/examples/compare.rs b/examples/compare.rs
index f735138..cfe9001 100644
--- a/examples/compare.rs
+++ b/examples/compare.rs
@@ -79,6 +79,7 @@ impl Problem for Dtlz2 {
         let mut f = vec![0.0_f64; m];
         for i in 0..m {
             let mut prod = scale;
+            #[allow(clippy::needless_range_loop)] // Body indexes `x[j]`.
             for j in 0..(m - i - 1) {
                 prod *= (x[j] * std::f64::consts::FRAC_PI_2).cos();
             }
diff --git a/src/algorithms/nsga3.rs b/src/algorithms/nsga3.rs
index 3c66bc3..04f7695 100644
--- a/src/algorithms/nsga3.rs
+++ b/src/algorithms/nsga3.rs
@@ -119,7 +119,7 @@ where
             // --- Combine + survival selection ---
             let mut combined: Vec<Candidate<P::Decision>> =
                 Vec::with_capacity(2 * n);
-            combined.extend(population.into_iter());
+            combined.extend(population);
             combined.extend(offspring);
             population = environmental_selection(&combined, &objectives, &reference_points, n, &mut rng);
         }
@@ -325,6 +325,7 @@ fn solve_intercepts(oriented: &[Vec<f64>], extremes: &[usize]) -> Option<Vec<f64
     let mut a: Vec<Vec<f64>> = extremes.iter().map(|&i| oriented[i].clone()).collect();
     let mut b: Vec<f64> = vec![1.0; m];
     // Forward elimination with partial pivoting.
+    #[allow(clippy::needless_range_loop)] // Body indexes both `a` and `b` by row.
     for k in 0..m {
         let mut pivot = k;
         for i in (k + 1)..m {
@@ -339,6 +340,7 @@ fn solve_intercepts(oriented: &[Vec<f64>], extremes: &[usize]) -> Option<Vec<f64
         b.swap(k, pivot);
         for i in (k + 1)..m {
             let factor = a[i][k] / a[k][k];
+            #[allow(clippy::needless_range_loop)] // Body indexes both `a[i]` and `a[k]`.
             for j in k..m {
                 a[i][j] -= factor * a[k][j];
             }
@@ -360,7 +362,7 @@ fn solve_intercepts(oriented: &[Vec<f64>], extremes: &[usize]) -> Option<Vec<f64
     // Intercept along axis k is 1 / x[k].
     let intercepts: Vec<f64> = x
         .into_iter()
-        .map(|v| if v.abs() < 1e-12 { return f64::NAN } else { 1.0 / v })
+        .map(|v| if v.abs() < 1e-12 { f64::NAN } else { 1.0 / v })
         .collect();
     if intercepts.iter().any(|v| !v.is_finite() || *v <= 0.0) {
         return None;
diff --git a/src/algorithms/spea2.rs b/src/algorithms/spea2.rs
index c4bcdf1..88c451e 100644
--- a/src/algorithms/spea2.rs
+++ b/src/algorithms/spea2.rs
@@ -87,8 +87,8 @@ where
             // --- Combine pool, compute fitness ---
             let mut pool: Vec<Candidate<P::Decision>> =
                 Vec::with_capacity(population.len() + archive.len());
-            pool.extend(population.drain(..));
-            pool.extend(archive.drain(..));
+            pool.append(&mut population);
+            pool.append(&mut archive);
             let fitness = compute_fitness(&pool, &objectives);
 
             // --- Build the next archive ---